diff --git a/.gitattributes b/.gitattributes
index 4d5c1151528ce47c522f20b14bdfa2d42c6e2773..bb2db51d5dd6a13dc540b489d9432944c483d9ed 100644
--- a/.gitattributes
+++ b/.gitattributes
@@ -64,3 +64,43 @@ esc50_train/data/wav_codec_ESPnet.5.ark filter=lfs diff=lfs merge=lfs -text
 esc50_train/data/wav_codec_ESPnet.6.ark filter=lfs diff=lfs merge=lfs -text
 esc50_train/data/wav_codec_ESPnet.7.ark filter=lfs diff=lfs merge=lfs -text
 esc50_train/data/wav_codec_ESPnet.8.ark filter=lfs diff=lfs merge=lfs -text
+esc50_train_fold_1/data/wav_codec_ESPnet.1.ark filter=lfs diff=lfs merge=lfs -text
+esc50_train_fold_1/data/wav_codec_ESPnet.2.ark filter=lfs diff=lfs merge=lfs -text
+esc50_train_fold_1/data/wav_codec_ESPnet.3.ark filter=lfs diff=lfs merge=lfs -text
+esc50_train_fold_1/data/wav_codec_ESPnet.4.ark filter=lfs diff=lfs merge=lfs -text
+esc50_train_fold_1/data/wav_codec_ESPnet.5.ark filter=lfs diff=lfs merge=lfs -text
+esc50_train_fold_1/data/wav_codec_ESPnet.6.ark filter=lfs diff=lfs merge=lfs -text
+esc50_train_fold_1/data/wav_codec_ESPnet.7.ark filter=lfs diff=lfs merge=lfs -text
+esc50_train_fold_1/data/wav_codec_ESPnet.8.ark filter=lfs diff=lfs merge=lfs -text
+esc50_train_fold_2/data/wav_codec_ESPnet.1.ark filter=lfs diff=lfs merge=lfs -text
+esc50_train_fold_2/data/wav_codec_ESPnet.2.ark filter=lfs diff=lfs merge=lfs -text
+esc50_train_fold_2/data/wav_codec_ESPnet.3.ark filter=lfs diff=lfs merge=lfs -text
+esc50_train_fold_2/data/wav_codec_ESPnet.4.ark filter=lfs diff=lfs merge=lfs -text
+esc50_train_fold_2/data/wav_codec_ESPnet.5.ark filter=lfs diff=lfs merge=lfs -text
+esc50_train_fold_2/data/wav_codec_ESPnet.6.ark filter=lfs diff=lfs merge=lfs -text
+esc50_train_fold_2/data/wav_codec_ESPnet.7.ark filter=lfs diff=lfs merge=lfs -text
+esc50_train_fold_2/data/wav_codec_ESPnet.8.ark filter=lfs diff=lfs merge=lfs -text
+esc50_train_fold_3/data/wav_codec_ESPnet.1.ark filter=lfs diff=lfs merge=lfs -text
+esc50_train_fold_3/data/wav_codec_ESPnet.2.ark filter=lfs diff=lfs merge=lfs -text
+esc50_train_fold_3/data/wav_codec_ESPnet.3.ark filter=lfs diff=lfs merge=lfs -text
+esc50_train_fold_3/data/wav_codec_ESPnet.4.ark filter=lfs diff=lfs merge=lfs -text
+esc50_train_fold_3/data/wav_codec_ESPnet.5.ark filter=lfs diff=lfs merge=lfs -text
+esc50_train_fold_3/data/wav_codec_ESPnet.6.ark filter=lfs diff=lfs merge=lfs -text
+esc50_train_fold_3/data/wav_codec_ESPnet.7.ark filter=lfs diff=lfs merge=lfs -text
+esc50_train_fold_3/data/wav_codec_ESPnet.8.ark filter=lfs diff=lfs merge=lfs -text
+esc50_train_fold_4/data/wav_codec_ESPnet.1.ark filter=lfs diff=lfs merge=lfs -text
+esc50_train_fold_4/data/wav_codec_ESPnet.2.ark filter=lfs diff=lfs merge=lfs -text
+esc50_train_fold_4/data/wav_codec_ESPnet.3.ark filter=lfs diff=lfs merge=lfs -text
+esc50_train_fold_4/data/wav_codec_ESPnet.4.ark filter=lfs diff=lfs merge=lfs -text
+esc50_train_fold_4/data/wav_codec_ESPnet.5.ark filter=lfs diff=lfs merge=lfs -text
+esc50_train_fold_4/data/wav_codec_ESPnet.6.ark filter=lfs diff=lfs merge=lfs -text
+esc50_train_fold_4/data/wav_codec_ESPnet.7.ark filter=lfs diff=lfs merge=lfs -text
+esc50_train_fold_4/data/wav_codec_ESPnet.8.ark filter=lfs diff=lfs merge=lfs -text
+esc50_train_fold_5/data/wav_codec_ESPnet.1.ark filter=lfs diff=lfs merge=lfs -text
+esc50_train_fold_5/data/wav_codec_ESPnet.2.ark filter=lfs diff=lfs merge=lfs -text
+esc50_train_fold_5/data/wav_codec_ESPnet.3.ark filter=lfs diff=lfs merge=lfs -text
+esc50_train_fold_5/data/wav_codec_ESPnet.4.ark filter=lfs diff=lfs merge=lfs -text
+esc50_train_fold_5/data/wav_codec_ESPnet.5.ark filter=lfs diff=lfs merge=lfs -text
+esc50_train_fold_5/data/wav_codec_ESPnet.6.ark filter=lfs diff=lfs merge=lfs -text
+esc50_train_fold_5/data/wav_codec_ESPnet.7.ark filter=lfs diff=lfs merge=lfs -text
+esc50_train_fold_5/data/wav_codec_ESPnet.8.ark filter=lfs diff=lfs merge=lfs -text
diff --git a/esc50_dev_fold_1/data.json b/esc50_dev_fold_1/data.json
new file mode 100644
index 0000000000000000000000000000000000000000..3d458b178556f0852c5fcac0398ace3d4828c174
--- /dev/null
+++ b/esc50_dev_fold_1/data.json
@@ -0,0 +1,175 @@
+{
+    "task": "tts",
+    "vocabularies": [
+        "dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_1/token_lists/g2p_token_list",
+        "dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_1/token_lists/codec_token_list"
+    ],
+    "data_files": [
+        "dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_1/index_files/text,g2p,text",
+        "dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_1/index_files/utt2spk,spk,text",
+        "dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_1/index_files/wav.scp,codec,kaldi_ark"
+    ],
+    "num_examples": 160,
+    "examples": [
+        "2-102414-F-17",
+        "2-104952-A-16",
+        "2-106072-A-36",
+        "2-108760-A-14",
+        "2-108767-A-9",
+        "2-109371-A-16",
+        "2-109505-A-21",
+        "2-112213-A-39",
+        "2-114609-A-28",
+        "2-117616-A-48",
+        "2-118625-A-30",
+        "2-118817-A-32",
+        "2-119161-B-8",
+        "2-119161-C-8",
+        "2-120218-B-30",
+        "2-135860-A-49",
+        "2-151079-A-20",
+        "2-154688-A-31",
+        "2-165801-A-48",
+        "2-173559-A-39",
+        "2-18766-B-12",
+        "2-188822-A-40",
+        "2-43802-A-42",
+        "2-50668-B-41",
+        "2-52085-A-4",
+        "2-59241-A-35",
+        "2-60180-A-49",
+        "2-61618-A-46",
+        "2-67422-A-18",
+        "2-68391-B-41",
+        "2-69131-B-5",
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+        "2-72547-A-14",
+        "2-76408-D-22",
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+        "2-87795-A-24",
+        "2-94807-A-29",
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+        "3-104761-A-7",
+        "3-107219-A-1",
+        "3-112522-A-27",
+        "3-117504-B-16",
+        "3-118487-A-26",
+        "3-118658-A-41",
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+        "3-139109-A-46",
+        "3-142601-A-21",
+        "3-144128-B-23",
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+        "3-146697-A-43",
+        "3-150979-A-40",
+        "3-150979-B-40",
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+        "3-154957-A-1",
+        "3-155556-A-31",
+        "3-155578-A-14",
+        "3-155766-A-13",
+        "3-156391-A-35",
+        "3-161500-A-17",
+        "3-163607-B-13",
+        "3-166546-B-34",
+        "3-174866-A-29",
+        "3-181278-A-22",
+        "3-197408-B-8",
+        "3-216284-A-39",
+        "3-58772-A-42",
+        "3-68630-B-40",
+        "3-95695-B-5",
+        "3-95697-A-5",
+        "3-98869-A-46",
+        "4-119647-A-48",
+        "4-143118-A-7",
+        "4-144085-A-16",
+        "4-144468-A-27",
+        "4-149940-B-5",
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+        "4-170078-A-1",
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+        "4-181865-A-38",
+        "4-182369-A-12",
+        "4-183882-A-28",
+        "4-184235-A-28",
+        "4-184575-A-0",
+        "4-188191-B-29",
+        "4-188703-C-8",
+        "4-189828-A-22",
+        "4-191327-A-38",
+        "4-191687-A-0",
+        "4-193480-A-40",
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+        "4-198360-B-49",
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+        "4-211502-A-30",
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+        "4-232495-A-6",
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+        "5-160614-A-48",
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+        "5-177034-A-18",
+        "5-179496-A-16",
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+        "5-185908-A-18",
+        "5-187201-A-4",
+        "5-188495-A-19",
+        "5-188796-A-45",
+        "5-194899-C-3",
+        "5-194930-A-1",
+        "5-195557-A-19",
+        "5-197121-A-45",
+        "5-198278-C-7",
+        "5-198411-A-20",
+        "5-198411-G-20",
+        "5-198600-A-45",
+        "5-198891-A-8",
+        "5-199284-A-45",
+        "5-204741-A-46",
+        "5-205589-B-17",
+        "5-207811-A-35",
+        "5-207811-B-35",
+        "5-207836-C-29",
+        "5-208624-A-38",
+        "5-213836-A-9",
+        "5-215005-A-32",
+        "5-216370-B-41",
+        "5-217186-A-16",
+        "5-218980-A-30",
+        "5-219342-A-38",
+        "5-219379-B-11",
+        "5-221529-A-39",
+        "5-221568-A-22",
+        "5-234855-A-25",
+        "5-235956-A-47",
+        "5-242490-A-14",
+        "5-243450-A-14",
+        "5-243459-A-14",
+        "5-245040-A-35",
+        "5-250026-B-30",
+        "5-253094-D-49",
+        "5-259640-A-29",
+        "5-260164-A-23"
+    ]
+}
\ No newline at end of file
diff --git a/esc50_dev_fold_1/data/wav_codec_ESPnet.1.ark b/esc50_dev_fold_1/data/wav_codec_ESPnet.1.ark
new file mode 100644
index 0000000000000000000000000000000000000000..0425735f543d49c68840500693121aa0dd59cc80
Binary files /dev/null and b/esc50_dev_fold_1/data/wav_codec_ESPnet.1.ark differ
diff --git a/esc50_dev_fold_1/data/wav_codec_ESPnet.1.scp b/esc50_dev_fold_1/data/wav_codec_ESPnet.1.scp
new file mode 100644
index 0000000000000000000000000000000000000000..0e1c63cf4045f7fa806c7e0f5bbe13e49d1ca5d3
--- /dev/null
+++ b/esc50_dev_fold_1/data/wav_codec_ESPnet.1.scp
@@ -0,0 +1,20 @@
+2-102414-F-17 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_1/data/wav_codec_ESPnet.1.ark:14
+2-104952-A-16 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_1/data/wav_codec_ESPnet.1.ark:10035
+2-106072-A-36 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_1/data/wav_codec_ESPnet.1.ark:20056
+2-108760-A-14 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_1/data/wav_codec_ESPnet.1.ark:30077
+2-108767-A-9 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_1/data/wav_codec_ESPnet.1.ark:40097
+2-109371-A-16 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_1/data/wav_codec_ESPnet.1.ark:50118
+2-109505-A-21 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_1/data/wav_codec_ESPnet.1.ark:60139
+2-112213-A-39 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_1/data/wav_codec_ESPnet.1.ark:70160
+2-114609-A-28 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_1/data/wav_codec_ESPnet.1.ark:80181
+2-117616-A-48 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_1/data/wav_codec_ESPnet.1.ark:90202
+2-118625-A-30 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_1/data/wav_codec_ESPnet.1.ark:100223
+2-118817-A-32 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_1/data/wav_codec_ESPnet.1.ark:110244
+2-119161-B-8 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_1/data/wav_codec_ESPnet.1.ark:120264
+2-119161-C-8 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_1/data/wav_codec_ESPnet.1.ark:130284
+2-120218-B-30 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_1/data/wav_codec_ESPnet.1.ark:140305
+2-135860-A-49 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_1/data/wav_codec_ESPnet.1.ark:150326
+2-151079-A-20 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_1/data/wav_codec_ESPnet.1.ark:160347
+2-154688-A-31 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_1/data/wav_codec_ESPnet.1.ark:170368
+2-165801-A-48 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_1/data/wav_codec_ESPnet.1.ark:180389
+2-173559-A-39 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_1/data/wav_codec_ESPnet.1.ark:190410
diff --git a/esc50_dev_fold_1/data/wav_codec_ESPnet.2.ark b/esc50_dev_fold_1/data/wav_codec_ESPnet.2.ark
new file mode 100644
index 0000000000000000000000000000000000000000..9d580069e22ce4bfa898ce338edea87fb069874f
Binary files /dev/null and b/esc50_dev_fold_1/data/wav_codec_ESPnet.2.ark differ
diff --git a/esc50_dev_fold_1/data/wav_codec_ESPnet.2.scp b/esc50_dev_fold_1/data/wav_codec_ESPnet.2.scp
new file mode 100644
index 0000000000000000000000000000000000000000..51d125156642ff1cb9b64cd9aa5ff159a9fdcd59
--- /dev/null
+++ b/esc50_dev_fold_1/data/wav_codec_ESPnet.2.scp
@@ -0,0 +1,20 @@
+2-18766-B-12 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_1/data/wav_codec_ESPnet.2.ark:13
+2-188822-A-40 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_1/data/wav_codec_ESPnet.2.ark:10034
+2-43802-A-42 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_1/data/wav_codec_ESPnet.2.ark:20054
+2-50668-B-41 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_1/data/wav_codec_ESPnet.2.ark:30074
+2-52085-A-4 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_1/data/wav_codec_ESPnet.2.ark:40093
+2-59241-A-35 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_1/data/wav_codec_ESPnet.2.ark:50113
+2-60180-A-49 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_1/data/wav_codec_ESPnet.2.ark:60133
+2-61618-A-46 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_1/data/wav_codec_ESPnet.2.ark:70153
+2-67422-A-18 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_1/data/wav_codec_ESPnet.2.ark:80173
+2-68391-B-41 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_1/data/wav_codec_ESPnet.2.ark:90193
+2-69131-B-5 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_1/data/wav_codec_ESPnet.2.ark:100212
+2-70939-A-42 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_1/data/wav_codec_ESPnet.2.ark:110232
+2-72547-A-14 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_1/data/wav_codec_ESPnet.2.ark:120252
+2-76408-D-22 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_1/data/wav_codec_ESPnet.2.ark:130272
+2-82538-A-21 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_1/data/wav_codec_ESPnet.2.ark:140292
+2-83536-A-27 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_1/data/wav_codec_ESPnet.2.ark:150312
+2-87795-A-24 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_1/data/wav_codec_ESPnet.2.ark:160332
+2-94807-A-29 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_1/data/wav_codec_ESPnet.2.ark:170352
+3-100024-A-27 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_1/data/wav_codec_ESPnet.2.ark:180373
+3-102908-A-4 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_1/data/wav_codec_ESPnet.2.ark:190393
diff --git a/esc50_dev_fold_1/data/wav_codec_ESPnet.3.ark b/esc50_dev_fold_1/data/wav_codec_ESPnet.3.ark
new file mode 100644
index 0000000000000000000000000000000000000000..b4ebc28b898f8a5a90706667bac59c5260e9e984
Binary files /dev/null and b/esc50_dev_fold_1/data/wav_codec_ESPnet.3.ark differ
diff --git a/esc50_dev_fold_1/data/wav_codec_ESPnet.3.scp b/esc50_dev_fold_1/data/wav_codec_ESPnet.3.scp
new file mode 100644
index 0000000000000000000000000000000000000000..778200537945227cab2a3a7c56f558ee27d70a30
--- /dev/null
+++ b/esc50_dev_fold_1/data/wav_codec_ESPnet.3.scp
@@ -0,0 +1,20 @@
+3-103598-A-25 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_1/data/wav_codec_ESPnet.3.ark:14
+3-104761-A-7 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_1/data/wav_codec_ESPnet.3.ark:10034
+3-107219-A-1 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_1/data/wav_codec_ESPnet.3.ark:20054
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+3-117504-B-16 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_1/data/wav_codec_ESPnet.3.ark:40096
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+3-118658-A-41 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_1/data/wav_codec_ESPnet.3.ark:60138
+3-121348-A-9 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_1/data/wav_codec_ESPnet.3.ark:70158
+3-123086-A-28 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_1/data/wav_codec_ESPnet.3.ark:80179
+3-124958-A-28 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_1/data/wav_codec_ESPnet.3.ark:90200
+3-126113-A-26 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_1/data/wav_codec_ESPnet.3.ark:100221
+3-132830-A-32 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_1/data/wav_codec_ESPnet.3.ark:110242
+3-138212-A-45 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_1/data/wav_codec_ESPnet.3.ark:120263
+3-139109-A-46 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_1/data/wav_codec_ESPnet.3.ark:130284
+3-142601-A-21 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_1/data/wav_codec_ESPnet.3.ark:140305
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+3-145774-A-12 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_1/data/wav_codec_ESPnet.3.ark:160347
+3-146697-A-43 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_1/data/wav_codec_ESPnet.3.ark:170368
+3-150979-A-40 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_1/data/wav_codec_ESPnet.3.ark:180389
+3-150979-B-40 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_1/data/wav_codec_ESPnet.3.ark:190410
diff --git a/esc50_dev_fold_1/data/wav_codec_ESPnet.4.ark b/esc50_dev_fold_1/data/wav_codec_ESPnet.4.ark
new file mode 100644
index 0000000000000000000000000000000000000000..cadfd2dd758ec37afb945a6eb573761dec0fc15a
Binary files /dev/null and b/esc50_dev_fold_1/data/wav_codec_ESPnet.4.ark differ
diff --git a/esc50_dev_fold_1/data/wav_codec_ESPnet.4.scp b/esc50_dev_fold_1/data/wav_codec_ESPnet.4.scp
new file mode 100644
index 0000000000000000000000000000000000000000..ab98d5478d18dee478fe24a8bf72295933cb18d2
--- /dev/null
+++ b/esc50_dev_fold_1/data/wav_codec_ESPnet.4.scp
@@ -0,0 +1,20 @@
+3-151206-A-23 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_1/data/wav_codec_ESPnet.4.ark:14
+3-154957-A-1 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_1/data/wav_codec_ESPnet.4.ark:10034
+3-155556-A-31 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_1/data/wav_codec_ESPnet.4.ark:20055
+3-155578-A-14 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_1/data/wav_codec_ESPnet.4.ark:30076
+3-155766-A-13 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_1/data/wav_codec_ESPnet.4.ark:40097
+3-156391-A-35 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_1/data/wav_codec_ESPnet.4.ark:50118
+3-161500-A-17 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_1/data/wav_codec_ESPnet.4.ark:60139
+3-163607-B-13 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_1/data/wav_codec_ESPnet.4.ark:70160
+3-166546-B-34 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_1/data/wav_codec_ESPnet.4.ark:80181
+3-174866-A-29 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_1/data/wav_codec_ESPnet.4.ark:90202
+3-181278-A-22 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_1/data/wav_codec_ESPnet.4.ark:100223
+3-197408-B-8 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_1/data/wav_codec_ESPnet.4.ark:110243
+3-216284-A-39 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_1/data/wav_codec_ESPnet.4.ark:120264
+3-58772-A-42 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_1/data/wav_codec_ESPnet.4.ark:130284
+3-68630-B-40 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_1/data/wav_codec_ESPnet.4.ark:140304
+3-95695-B-5 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_1/data/wav_codec_ESPnet.4.ark:150323
+3-95697-A-5 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_1/data/wav_codec_ESPnet.4.ark:160342
+3-98869-A-46 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_1/data/wav_codec_ESPnet.4.ark:170362
+4-119647-A-48 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_1/data/wav_codec_ESPnet.4.ark:180383
+4-143118-A-7 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_1/data/wav_codec_ESPnet.4.ark:190403
diff --git a/esc50_dev_fold_1/data/wav_codec_ESPnet.5.ark b/esc50_dev_fold_1/data/wav_codec_ESPnet.5.ark
new file mode 100644
index 0000000000000000000000000000000000000000..0d7ce448af1cc49360c6e4924ebbb1753fe3941d
Binary files /dev/null and b/esc50_dev_fold_1/data/wav_codec_ESPnet.5.ark differ
diff --git a/esc50_dev_fold_1/data/wav_codec_ESPnet.5.scp b/esc50_dev_fold_1/data/wav_codec_ESPnet.5.scp
new file mode 100644
index 0000000000000000000000000000000000000000..477e2f27b42eb207c8b768a7d64e9a64f13ebecb
--- /dev/null
+++ b/esc50_dev_fold_1/data/wav_codec_ESPnet.5.scp
@@ -0,0 +1,20 @@
+4-144085-A-16 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_1/data/wav_codec_ESPnet.5.ark:14
+4-144468-A-27 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_1/data/wav_codec_ESPnet.5.ark:10035
+4-149940-B-5 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_1/data/wav_codec_ESPnet.5.ark:20055
+4-163606-A-16 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_1/data/wav_codec_ESPnet.5.ark:30076
+4-164859-A-1 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_1/data/wav_codec_ESPnet.5.ark:40096
+4-165823-A-41 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_1/data/wav_codec_ESPnet.5.ark:50117
+4-168868-A-17 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_1/data/wav_codec_ESPnet.5.ark:60138
+4-170078-A-1 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_1/data/wav_codec_ESPnet.5.ark:70158
+4-172732-A-36 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_1/data/wav_codec_ESPnet.5.ark:80179
+4-176638-A-43 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_1/data/wav_codec_ESPnet.5.ark:90200
+4-181865-A-38 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_1/data/wav_codec_ESPnet.5.ark:100221
+4-182369-A-12 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_1/data/wav_codec_ESPnet.5.ark:110242
+4-183882-A-28 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_1/data/wav_codec_ESPnet.5.ark:120263
+4-184235-A-28 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_1/data/wav_codec_ESPnet.5.ark:130284
+4-184575-A-0 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_1/data/wav_codec_ESPnet.5.ark:140304
+4-188191-B-29 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_1/data/wav_codec_ESPnet.5.ark:150325
+4-188703-C-8 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_1/data/wav_codec_ESPnet.5.ark:160345
+4-189828-A-22 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_1/data/wav_codec_ESPnet.5.ark:170366
+4-191327-A-38 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_1/data/wav_codec_ESPnet.5.ark:180387
+4-191687-A-0 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_1/data/wav_codec_ESPnet.5.ark:190407
diff --git a/esc50_dev_fold_1/data/wav_codec_ESPnet.6.ark b/esc50_dev_fold_1/data/wav_codec_ESPnet.6.ark
new file mode 100644
index 0000000000000000000000000000000000000000..ef7140aa5936d1a5d93c118b88e32175460efaf3
Binary files /dev/null and b/esc50_dev_fold_1/data/wav_codec_ESPnet.6.ark differ
diff --git a/esc50_dev_fold_1/data/wav_codec_ESPnet.6.scp b/esc50_dev_fold_1/data/wav_codec_ESPnet.6.scp
new file mode 100644
index 0000000000000000000000000000000000000000..d8e2fe9f978f6bf6581c6a03a4e6f5524012f0c3
--- /dev/null
+++ b/esc50_dev_fold_1/data/wav_codec_ESPnet.6.scp
@@ -0,0 +1,20 @@
+4-193480-A-40 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_1/data/wav_codec_ESPnet.6.ark:14
+4-195707-A-13 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_1/data/wav_codec_ESPnet.6.ark:10035
+4-197103-A-6 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_1/data/wav_codec_ESPnet.6.ark:20055
+4-197454-A-28 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_1/data/wav_codec_ESPnet.6.ark:30076
+4-198360-B-49 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_1/data/wav_codec_ESPnet.6.ark:40097
+4-204684-A-37 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_1/data/wav_codec_ESPnet.6.ark:50118
+4-210000-A-23 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_1/data/wav_codec_ESPnet.6.ark:60139
+4-211502-A-30 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_1/data/wav_codec_ESPnet.6.ark:70160
+4-213915-B-3 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_1/data/wav_codec_ESPnet.6.ark:80180
+4-216211-A-14 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_1/data/wav_codec_ESPnet.6.ark:90201
+4-218199-E-35 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_1/data/wav_codec_ESPnet.6.ark:100222
+4-232495-A-6 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_1/data/wav_codec_ESPnet.6.ark:110242
+4-251959-A-47 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_1/data/wav_codec_ESPnet.6.ark:120263
+4-99644-D-4 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_1/data/wav_codec_ESPnet.6.ark:130282
+5-157204-A-16 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_1/data/wav_codec_ESPnet.6.ark:140303
+5-160614-A-48 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_1/data/wav_codec_ESPnet.6.ark:150324
+5-161270-B-33 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_1/data/wav_codec_ESPnet.6.ark:160345
+5-169983-A-5 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_1/data/wav_codec_ESPnet.6.ark:170365
+5-177034-A-18 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_1/data/wav_codec_ESPnet.6.ark:180386
+5-179496-A-16 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_1/data/wav_codec_ESPnet.6.ark:190407
diff --git a/esc50_dev_fold_1/data/wav_codec_ESPnet.7.ark b/esc50_dev_fold_1/data/wav_codec_ESPnet.7.ark
new file mode 100644
index 0000000000000000000000000000000000000000..2ed3459c7e0b4226a11300bac358a86b05c27cf4
Binary files /dev/null and b/esc50_dev_fold_1/data/wav_codec_ESPnet.7.ark differ
diff --git a/esc50_dev_fold_1/data/wav_codec_ESPnet.7.scp b/esc50_dev_fold_1/data/wav_codec_ESPnet.7.scp
new file mode 100644
index 0000000000000000000000000000000000000000..f908b223d4ecac6cc8f49f56072d6dd53031f68a
--- /dev/null
+++ b/esc50_dev_fold_1/data/wav_codec_ESPnet.7.scp
@@ -0,0 +1,20 @@
+5-182404-A-18 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_1/data/wav_codec_ESPnet.7.ark:14
+5-185908-A-18 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_1/data/wav_codec_ESPnet.7.ark:10035
+5-187201-A-4 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_1/data/wav_codec_ESPnet.7.ark:20055
+5-188495-A-19 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_1/data/wav_codec_ESPnet.7.ark:30076
+5-188796-A-45 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_1/data/wav_codec_ESPnet.7.ark:40097
+5-194899-C-3 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_1/data/wav_codec_ESPnet.7.ark:50117
+5-194930-A-1 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_1/data/wav_codec_ESPnet.7.ark:60137
+5-195557-A-19 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_1/data/wav_codec_ESPnet.7.ark:70158
+5-197121-A-45 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_1/data/wav_codec_ESPnet.7.ark:80179
+5-198278-C-7 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_1/data/wav_codec_ESPnet.7.ark:90199
+5-198411-A-20 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_1/data/wav_codec_ESPnet.7.ark:100220
+5-198411-G-20 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_1/data/wav_codec_ESPnet.7.ark:110241
+5-198600-A-45 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_1/data/wav_codec_ESPnet.7.ark:120262
+5-198891-A-8 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_1/data/wav_codec_ESPnet.7.ark:130282
+5-199284-A-45 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_1/data/wav_codec_ESPnet.7.ark:140303
+5-204741-A-46 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_1/data/wav_codec_ESPnet.7.ark:150324
+5-205589-B-17 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_1/data/wav_codec_ESPnet.7.ark:160345
+5-207811-A-35 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_1/data/wav_codec_ESPnet.7.ark:170366
+5-207811-B-35 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_1/data/wav_codec_ESPnet.7.ark:180387
+5-207836-C-29 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_1/data/wav_codec_ESPnet.7.ark:190408
diff --git a/esc50_dev_fold_1/data/wav_codec_ESPnet.8.ark b/esc50_dev_fold_1/data/wav_codec_ESPnet.8.ark
new file mode 100644
index 0000000000000000000000000000000000000000..a2caf899ef2d01f7e4434bf653202277660e2330
Binary files /dev/null and b/esc50_dev_fold_1/data/wav_codec_ESPnet.8.ark differ
diff --git a/esc50_dev_fold_1/data/wav_codec_ESPnet.8.scp b/esc50_dev_fold_1/data/wav_codec_ESPnet.8.scp
new file mode 100644
index 0000000000000000000000000000000000000000..94784dc9064cf5ad8e4a93929372a19a103bb77a
--- /dev/null
+++ b/esc50_dev_fold_1/data/wav_codec_ESPnet.8.scp
@@ -0,0 +1,20 @@
+5-208624-A-38 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_1/data/wav_codec_ESPnet.8.ark:14
+5-213836-A-9 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_1/data/wav_codec_ESPnet.8.ark:10034
+5-215005-A-32 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_1/data/wav_codec_ESPnet.8.ark:20055
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+3-139109-A-46 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_1/data/wav_codec_ESPnet.3.ark:130284
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+3-155766-A-13 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_1/data/wav_codec_ESPnet.4.ark:40097
+3-156391-A-35 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_1/data/wav_codec_ESPnet.4.ark:50118
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+3-166546-B-34 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_1/data/wav_codec_ESPnet.4.ark:80181
+3-174866-A-29 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_1/data/wav_codec_ESPnet.4.ark:90202
+3-181278-A-22 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_1/data/wav_codec_ESPnet.4.ark:100223
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+3-216284-A-39 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_1/data/wav_codec_ESPnet.4.ark:120264
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+5-217186-A-16 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_1/data/wav_codec_ESPnet.8.ark:40097
+5-218980-A-30 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_1/data/wav_codec_ESPnet.8.ark:50118
+5-219342-A-38 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_1/data/wav_codec_ESPnet.8.ark:60139
+5-219379-B-11 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_1/data/wav_codec_ESPnet.8.ark:70160
+5-221529-A-39 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_1/data/wav_codec_ESPnet.8.ark:80181
+5-221568-A-22 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_1/data/wav_codec_ESPnet.8.ark:90202
+5-234855-A-25 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_1/data/wav_codec_ESPnet.8.ark:100223
+5-235956-A-47 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_1/data/wav_codec_ESPnet.8.ark:110244
+5-242490-A-14 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_1/data/wav_codec_ESPnet.8.ark:120265
+5-243450-A-14 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_1/data/wav_codec_ESPnet.8.ark:130286
+5-243459-A-14 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_1/data/wav_codec_ESPnet.8.ark:140307
+5-245040-A-35 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_1/data/wav_codec_ESPnet.8.ark:150328
+5-250026-B-30 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_1/data/wav_codec_ESPnet.8.ark:160349
+5-253094-D-49 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_1/data/wav_codec_ESPnet.8.ark:170370
+5-259640-A-29 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_1/data/wav_codec_ESPnet.8.ark:180391
+5-260164-A-23 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_1/data/wav_codec_ESPnet.8.ark:190412
diff --git a/esc50_dev_fold_1/logdir/codec_dump_ESPnet.1.log b/esc50_dev_fold_1/logdir/codec_dump_ESPnet.1.log
new file mode 100644
index 0000000000000000000000000000000000000000..d0f860d3fd7ed4c57010450da29002e22ff7e3c7
--- /dev/null
+++ b/esc50_dev_fold_1/logdir/codec_dump_ESPnet.1.log
@@ -0,0 +1,14 @@
+# python3 pyscripts/feats/dump_codec.py --codec_choice ESPnet --codec_fs 16000 --batch_size 5 --bias 0 --dump_audio false --rank 1 --vocab_file dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_1/token_lists/codec_token_list --wav_wspecifier ark,scp:dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_1/data/wav_resyn_ESPnet.1.ark,dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_1/data/wav_resyn_ESPnet.1.scp --checkpoint_path null --config_path null --hf_model_tag espnet/mls-multi_soundstream_16k scp:dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_1/logdir/wav.1.scp ark,scp:dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_1/data/wav_codec_ESPnet.1.ark,dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_1/data/wav_codec_ESPnet.1.scp 
+# Started at Fri Oct 11 09:43:39 EDT 2024
+#
+2024-10-11 09:43:40 | INFO | dump_codec | build with codec_choice: ESPnet
+
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+2024-10-11 09:43:48 | INFO | root | config file: /ocean/projects/cis210027p/swang26/miniconda3/envs/espnet_codec_robustness/lib/python3.10/site-packages/espnet_model_zoo/models--espnet--mls-multi_soundstream_16k/snapshots/74dc5ec297a04ee035e61c66d8821195ec49f462/exp/codec_mls_multi_soundstream4_large_v1.1/config.yaml
+/ocean/projects/cis210027p/swang26/miniconda3/envs/espnet_codec_robustness/lib/python3.10/site-packages/torch/nn/utils/weight_norm.py:28: UserWarning: torch.nn.utils.weight_norm is deprecated in favor of torch.nn.utils.parametrizations.weight_norm.
+  warnings.warn("torch.nn.utils.weight_norm is deprecated in favor of torch.nn.utils.parametrizations.weight_norm.")
+/ocean/projects/cis210027p/swang26/miniconda3/envs/espnet_codec_robustness/lib/python3.10/site-packages/librosa/util/decorators.py:88: UserWarning: Empty filters detected in mel frequency basis. Some channels will produce empty responses. Try increasing your sampling rate (and fmax) or reducing n_mels.
+  return f(*args, **kwargs)
+/ocean/projects/cis210027p/swang26/miniconda3/envs/espnet_codec_robustness/lib/python3.10/site-packages/torch/nn/modules/conv.py:306: UserWarning: Applied workaround for CuDNN issue, install nvrtc.so (Triggered internally at ../aten/src/ATen/native/cudnn/Conv_v8.cpp:84.)
+  return F.conv1d(input, weight, bias, self.stride,
+# Accounting: time=13 threads=1
+# Ended (code 0) at Fri Oct 11 09:43:52 EDT 2024, elapsed time 13 seconds
diff --git a/esc50_dev_fold_1/logdir/codec_dump_ESPnet.2.log b/esc50_dev_fold_1/logdir/codec_dump_ESPnet.2.log
new file mode 100644
index 0000000000000000000000000000000000000000..a0554ce2d137e5ea8d69aa5c6b4944d9626b1eb6
--- /dev/null
+++ b/esc50_dev_fold_1/logdir/codec_dump_ESPnet.2.log
@@ -0,0 +1,14 @@
+# python3 pyscripts/feats/dump_codec.py --codec_choice ESPnet --codec_fs 16000 --batch_size 5 --bias 0 --dump_audio false --rank 2 --vocab_file dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_1/token_lists/codec_token_list --wav_wspecifier ark,scp:dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_1/data/wav_resyn_ESPnet.2.ark,dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_1/data/wav_resyn_ESPnet.2.scp --checkpoint_path null --config_path null --hf_model_tag espnet/mls-multi_soundstream_16k scp:dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_1/logdir/wav.2.scp ark,scp:dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_1/data/wav_codec_ESPnet.2.ark,dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_1/data/wav_codec_ESPnet.2.scp 
+# Started at Fri Oct 11 09:43:39 EDT 2024
+#
+2024-10-11 09:43:40 | INFO | dump_codec | build with codec_choice: ESPnet
+
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Fetching 30 files: 100%|██████████| 30/30 [00:00<00:00, 6589.64it/s]
+2024-10-11 09:43:48 | INFO | root | config file: /ocean/projects/cis210027p/swang26/miniconda3/envs/espnet_codec_robustness/lib/python3.10/site-packages/espnet_model_zoo/models--espnet--mls-multi_soundstream_16k/snapshots/74dc5ec297a04ee035e61c66d8821195ec49f462/exp/codec_mls_multi_soundstream4_large_v1.1/config.yaml
+/ocean/projects/cis210027p/swang26/miniconda3/envs/espnet_codec_robustness/lib/python3.10/site-packages/torch/nn/utils/weight_norm.py:28: UserWarning: torch.nn.utils.weight_norm is deprecated in favor of torch.nn.utils.parametrizations.weight_norm.
+  warnings.warn("torch.nn.utils.weight_norm is deprecated in favor of torch.nn.utils.parametrizations.weight_norm.")
+/ocean/projects/cis210027p/swang26/miniconda3/envs/espnet_codec_robustness/lib/python3.10/site-packages/librosa/util/decorators.py:88: UserWarning: Empty filters detected in mel frequency basis. Some channels will produce empty responses. Try increasing your sampling rate (and fmax) or reducing n_mels.
+  return f(*args, **kwargs)
+/ocean/projects/cis210027p/swang26/miniconda3/envs/espnet_codec_robustness/lib/python3.10/site-packages/torch/nn/modules/conv.py:306: UserWarning: Applied workaround for CuDNN issue, install nvrtc.so (Triggered internally at ../aten/src/ATen/native/cudnn/Conv_v8.cpp:84.)
+  return F.conv1d(input, weight, bias, self.stride,
+# Accounting: time=13 threads=1
+# Ended (code 0) at Fri Oct 11 09:43:52 EDT 2024, elapsed time 13 seconds
diff --git a/esc50_dev_fold_1/logdir/codec_dump_ESPnet.3.log b/esc50_dev_fold_1/logdir/codec_dump_ESPnet.3.log
new file mode 100644
index 0000000000000000000000000000000000000000..79801d5b1a7ecd6c5744bd0e3456de5283027058
--- /dev/null
+++ b/esc50_dev_fold_1/logdir/codec_dump_ESPnet.3.log
@@ -0,0 +1,14 @@
+# python3 pyscripts/feats/dump_codec.py --codec_choice ESPnet --codec_fs 16000 --batch_size 5 --bias 0 --dump_audio false --rank 3 --vocab_file dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_1/token_lists/codec_token_list --wav_wspecifier ark,scp:dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_1/data/wav_resyn_ESPnet.3.ark,dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_1/data/wav_resyn_ESPnet.3.scp --checkpoint_path null --config_path null --hf_model_tag espnet/mls-multi_soundstream_16k scp:dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_1/logdir/wav.3.scp ark,scp:dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_1/data/wav_codec_ESPnet.3.ark,dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_1/data/wav_codec_ESPnet.3.scp 
+# Started at Fri Oct 11 09:43:39 EDT 2024
+#
+2024-10-11 09:43:40 | INFO | dump_codec | build with codec_choice: ESPnet
+
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+2024-10-11 09:43:49 | INFO | root | config file: /ocean/projects/cis210027p/swang26/miniconda3/envs/espnet_codec_robustness/lib/python3.10/site-packages/espnet_model_zoo/models--espnet--mls-multi_soundstream_16k/snapshots/74dc5ec297a04ee035e61c66d8821195ec49f462/exp/codec_mls_multi_soundstream4_large_v1.1/config.yaml
+/ocean/projects/cis210027p/swang26/miniconda3/envs/espnet_codec_robustness/lib/python3.10/site-packages/torch/nn/utils/weight_norm.py:28: UserWarning: torch.nn.utils.weight_norm is deprecated in favor of torch.nn.utils.parametrizations.weight_norm.
+  warnings.warn("torch.nn.utils.weight_norm is deprecated in favor of torch.nn.utils.parametrizations.weight_norm.")
+/ocean/projects/cis210027p/swang26/miniconda3/envs/espnet_codec_robustness/lib/python3.10/site-packages/librosa/util/decorators.py:88: UserWarning: Empty filters detected in mel frequency basis. Some channels will produce empty responses. Try increasing your sampling rate (and fmax) or reducing n_mels.
+  return f(*args, **kwargs)
+/ocean/projects/cis210027p/swang26/miniconda3/envs/espnet_codec_robustness/lib/python3.10/site-packages/torch/nn/modules/conv.py:306: UserWarning: Applied workaround for CuDNN issue, install nvrtc.so (Triggered internally at ../aten/src/ATen/native/cudnn/Conv_v8.cpp:84.)
+  return F.conv1d(input, weight, bias, self.stride,
+# Accounting: time=13 threads=1
+# Ended (code 0) at Fri Oct 11 09:43:52 EDT 2024, elapsed time 13 seconds
diff --git a/esc50_dev_fold_1/logdir/codec_dump_ESPnet.4.log b/esc50_dev_fold_1/logdir/codec_dump_ESPnet.4.log
new file mode 100644
index 0000000000000000000000000000000000000000..aa9144a8c7d6c0d9346349e4588071c10915ebf9
--- /dev/null
+++ b/esc50_dev_fold_1/logdir/codec_dump_ESPnet.4.log
@@ -0,0 +1,14 @@
+# python3 pyscripts/feats/dump_codec.py --codec_choice ESPnet --codec_fs 16000 --batch_size 5 --bias 0 --dump_audio false --rank 4 --vocab_file dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_1/token_lists/codec_token_list --wav_wspecifier ark,scp:dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_1/data/wav_resyn_ESPnet.4.ark,dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_1/data/wav_resyn_ESPnet.4.scp --checkpoint_path null --config_path null --hf_model_tag espnet/mls-multi_soundstream_16k scp:dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_1/logdir/wav.4.scp ark,scp:dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_1/data/wav_codec_ESPnet.4.ark,dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_1/data/wav_codec_ESPnet.4.scp 
+# Started at Fri Oct 11 09:43:39 EDT 2024
+#
+2024-10-11 09:43:40 | INFO | dump_codec | build with codec_choice: ESPnet
+
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+2024-10-11 09:43:49 | INFO | root | config file: /ocean/projects/cis210027p/swang26/miniconda3/envs/espnet_codec_robustness/lib/python3.10/site-packages/espnet_model_zoo/models--espnet--mls-multi_soundstream_16k/snapshots/74dc5ec297a04ee035e61c66d8821195ec49f462/exp/codec_mls_multi_soundstream4_large_v1.1/config.yaml
+/ocean/projects/cis210027p/swang26/miniconda3/envs/espnet_codec_robustness/lib/python3.10/site-packages/torch/nn/utils/weight_norm.py:28: UserWarning: torch.nn.utils.weight_norm is deprecated in favor of torch.nn.utils.parametrizations.weight_norm.
+  warnings.warn("torch.nn.utils.weight_norm is deprecated in favor of torch.nn.utils.parametrizations.weight_norm.")
+/ocean/projects/cis210027p/swang26/miniconda3/envs/espnet_codec_robustness/lib/python3.10/site-packages/librosa/util/decorators.py:88: UserWarning: Empty filters detected in mel frequency basis. Some channels will produce empty responses. Try increasing your sampling rate (and fmax) or reducing n_mels.
+  return f(*args, **kwargs)
+/ocean/projects/cis210027p/swang26/miniconda3/envs/espnet_codec_robustness/lib/python3.10/site-packages/torch/nn/modules/conv.py:306: UserWarning: Applied workaround for CuDNN issue, install nvrtc.so (Triggered internally at ../aten/src/ATen/native/cudnn/Conv_v8.cpp:84.)
+  return F.conv1d(input, weight, bias, self.stride,
+# Accounting: time=13 threads=1
+# Ended (code 0) at Fri Oct 11 09:43:52 EDT 2024, elapsed time 13 seconds
diff --git a/esc50_dev_fold_1/logdir/codec_dump_ESPnet.5.log b/esc50_dev_fold_1/logdir/codec_dump_ESPnet.5.log
new file mode 100644
index 0000000000000000000000000000000000000000..cfdb0717fb615a9935849f411f17d3b927340675
--- /dev/null
+++ b/esc50_dev_fold_1/logdir/codec_dump_ESPnet.5.log
@@ -0,0 +1,14 @@
+# python3 pyscripts/feats/dump_codec.py --codec_choice ESPnet --codec_fs 16000 --batch_size 5 --bias 0 --dump_audio false --rank 5 --vocab_file dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_1/token_lists/codec_token_list --wav_wspecifier ark,scp:dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_1/data/wav_resyn_ESPnet.5.ark,dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_1/data/wav_resyn_ESPnet.5.scp --checkpoint_path null --config_path null --hf_model_tag espnet/mls-multi_soundstream_16k scp:dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_1/logdir/wav.5.scp ark,scp:dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_1/data/wav_codec_ESPnet.5.ark,dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_1/data/wav_codec_ESPnet.5.scp 
+# Started at Fri Oct 11 09:43:52 EDT 2024
+#
+2024-10-11 09:43:53 | INFO | dump_codec | build with codec_choice: ESPnet
+
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+2024-10-11 09:44:01 | INFO | root | config file: /ocean/projects/cis210027p/swang26/miniconda3/envs/espnet_codec_robustness/lib/python3.10/site-packages/espnet_model_zoo/models--espnet--mls-multi_soundstream_16k/snapshots/74dc5ec297a04ee035e61c66d8821195ec49f462/exp/codec_mls_multi_soundstream4_large_v1.1/config.yaml
+/ocean/projects/cis210027p/swang26/miniconda3/envs/espnet_codec_robustness/lib/python3.10/site-packages/torch/nn/utils/weight_norm.py:28: UserWarning: torch.nn.utils.weight_norm is deprecated in favor of torch.nn.utils.parametrizations.weight_norm.
+  warnings.warn("torch.nn.utils.weight_norm is deprecated in favor of torch.nn.utils.parametrizations.weight_norm.")
+/ocean/projects/cis210027p/swang26/miniconda3/envs/espnet_codec_robustness/lib/python3.10/site-packages/librosa/util/decorators.py:88: UserWarning: Empty filters detected in mel frequency basis. Some channels will produce empty responses. Try increasing your sampling rate (and fmax) or reducing n_mels.
+  return f(*args, **kwargs)
+/ocean/projects/cis210027p/swang26/miniconda3/envs/espnet_codec_robustness/lib/python3.10/site-packages/torch/nn/modules/conv.py:306: UserWarning: Applied workaround for CuDNN issue, install nvrtc.so (Triggered internally at ../aten/src/ATen/native/cudnn/Conv_v8.cpp:84.)
+  return F.conv1d(input, weight, bias, self.stride,
+# Accounting: time=12 threads=1
+# Ended (code 0) at Fri Oct 11 09:44:04 EDT 2024, elapsed time 12 seconds
diff --git a/esc50_dev_fold_1/logdir/codec_dump_ESPnet.6.log b/esc50_dev_fold_1/logdir/codec_dump_ESPnet.6.log
new file mode 100644
index 0000000000000000000000000000000000000000..68c2f5f22ebeefed126d086790d8b64a83f83baa
--- /dev/null
+++ b/esc50_dev_fold_1/logdir/codec_dump_ESPnet.6.log
@@ -0,0 +1,14 @@
+# python3 pyscripts/feats/dump_codec.py --codec_choice ESPnet --codec_fs 16000 --batch_size 5 --bias 0 --dump_audio false --rank 6 --vocab_file dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_1/token_lists/codec_token_list --wav_wspecifier ark,scp:dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_1/data/wav_resyn_ESPnet.6.ark,dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_1/data/wav_resyn_ESPnet.6.scp --checkpoint_path null --config_path null --hf_model_tag espnet/mls-multi_soundstream_16k scp:dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_1/logdir/wav.6.scp ark,scp:dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_1/data/wav_codec_ESPnet.6.ark,dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_1/data/wav_codec_ESPnet.6.scp 
+# Started at Fri Oct 11 09:43:52 EDT 2024
+#
+2024-10-11 09:43:53 | INFO | dump_codec | build with codec_choice: ESPnet
+
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+2024-10-11 09:44:01 | INFO | root | config file: /ocean/projects/cis210027p/swang26/miniconda3/envs/espnet_codec_robustness/lib/python3.10/site-packages/espnet_model_zoo/models--espnet--mls-multi_soundstream_16k/snapshots/74dc5ec297a04ee035e61c66d8821195ec49f462/exp/codec_mls_multi_soundstream4_large_v1.1/config.yaml
+/ocean/projects/cis210027p/swang26/miniconda3/envs/espnet_codec_robustness/lib/python3.10/site-packages/torch/nn/utils/weight_norm.py:28: UserWarning: torch.nn.utils.weight_norm is deprecated in favor of torch.nn.utils.parametrizations.weight_norm.
+  warnings.warn("torch.nn.utils.weight_norm is deprecated in favor of torch.nn.utils.parametrizations.weight_norm.")
+/ocean/projects/cis210027p/swang26/miniconda3/envs/espnet_codec_robustness/lib/python3.10/site-packages/librosa/util/decorators.py:88: UserWarning: Empty filters detected in mel frequency basis. Some channels will produce empty responses. Try increasing your sampling rate (and fmax) or reducing n_mels.
+  return f(*args, **kwargs)
+/ocean/projects/cis210027p/swang26/miniconda3/envs/espnet_codec_robustness/lib/python3.10/site-packages/torch/nn/modules/conv.py:306: UserWarning: Applied workaround for CuDNN issue, install nvrtc.so (Triggered internally at ../aten/src/ATen/native/cudnn/Conv_v8.cpp:84.)
+  return F.conv1d(input, weight, bias, self.stride,
+# Accounting: time=13 threads=1
+# Ended (code 0) at Fri Oct 11 09:44:05 EDT 2024, elapsed time 13 seconds
diff --git a/esc50_dev_fold_1/logdir/codec_dump_ESPnet.7.log b/esc50_dev_fold_1/logdir/codec_dump_ESPnet.7.log
new file mode 100644
index 0000000000000000000000000000000000000000..84f7e368c3fd2fd122f965032480c167e5b0f3be
--- /dev/null
+++ b/esc50_dev_fold_1/logdir/codec_dump_ESPnet.7.log
@@ -0,0 +1,14 @@
+# python3 pyscripts/feats/dump_codec.py --codec_choice ESPnet --codec_fs 16000 --batch_size 5 --bias 0 --dump_audio false --rank 7 --vocab_file dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_1/token_lists/codec_token_list --wav_wspecifier ark,scp:dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_1/data/wav_resyn_ESPnet.7.ark,dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_1/data/wav_resyn_ESPnet.7.scp --checkpoint_path null --config_path null --hf_model_tag espnet/mls-multi_soundstream_16k scp:dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_1/logdir/wav.7.scp ark,scp:dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_1/data/wav_codec_ESPnet.7.ark,dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_1/data/wav_codec_ESPnet.7.scp 
+# Started at Fri Oct 11 09:43:52 EDT 2024
+#
+2024-10-11 09:43:53 | INFO | dump_codec | build with codec_choice: ESPnet
+
Fetching 30 files:   0%|          | 0/30 [00:00<?, ?it/s]
Fetching 30 files: 100%|██████████| 30/30 [00:00<00:00, 5914.97it/s]
+2024-10-11 09:44:01 | INFO | root | config file: /ocean/projects/cis210027p/swang26/miniconda3/envs/espnet_codec_robustness/lib/python3.10/site-packages/espnet_model_zoo/models--espnet--mls-multi_soundstream_16k/snapshots/74dc5ec297a04ee035e61c66d8821195ec49f462/exp/codec_mls_multi_soundstream4_large_v1.1/config.yaml
+/ocean/projects/cis210027p/swang26/miniconda3/envs/espnet_codec_robustness/lib/python3.10/site-packages/torch/nn/utils/weight_norm.py:28: UserWarning: torch.nn.utils.weight_norm is deprecated in favor of torch.nn.utils.parametrizations.weight_norm.
+  warnings.warn("torch.nn.utils.weight_norm is deprecated in favor of torch.nn.utils.parametrizations.weight_norm.")
+/ocean/projects/cis210027p/swang26/miniconda3/envs/espnet_codec_robustness/lib/python3.10/site-packages/librosa/util/decorators.py:88: UserWarning: Empty filters detected in mel frequency basis. Some channels will produce empty responses. Try increasing your sampling rate (and fmax) or reducing n_mels.
+  return f(*args, **kwargs)
+/ocean/projects/cis210027p/swang26/miniconda3/envs/espnet_codec_robustness/lib/python3.10/site-packages/torch/nn/modules/conv.py:306: UserWarning: Applied workaround for CuDNN issue, install nvrtc.so (Triggered internally at ../aten/src/ATen/native/cudnn/Conv_v8.cpp:84.)
+  return F.conv1d(input, weight, bias, self.stride,
+# Accounting: time=13 threads=1
+# Ended (code 0) at Fri Oct 11 09:44:05 EDT 2024, elapsed time 13 seconds
diff --git a/esc50_dev_fold_1/logdir/codec_dump_ESPnet.8.log b/esc50_dev_fold_1/logdir/codec_dump_ESPnet.8.log
new file mode 100644
index 0000000000000000000000000000000000000000..a86f92eb55fe183abcb5c414e2120cc2e75d14b2
--- /dev/null
+++ b/esc50_dev_fold_1/logdir/codec_dump_ESPnet.8.log
@@ -0,0 +1,14 @@
+# python3 pyscripts/feats/dump_codec.py --codec_choice ESPnet --codec_fs 16000 --batch_size 5 --bias 0 --dump_audio false --rank 8 --vocab_file dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_1/token_lists/codec_token_list --wav_wspecifier ark,scp:dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_1/data/wav_resyn_ESPnet.8.ark,dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_1/data/wav_resyn_ESPnet.8.scp --checkpoint_path null --config_path null --hf_model_tag espnet/mls-multi_soundstream_16k scp:dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_1/logdir/wav.8.scp ark,scp:dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_1/data/wav_codec_ESPnet.8.ark,dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_1/data/wav_codec_ESPnet.8.scp 
+# Started at Fri Oct 11 09:43:52 EDT 2024
+#
+2024-10-11 09:43:53 | INFO | dump_codec | build with codec_choice: ESPnet
+
Fetching 30 files:   0%|          | 0/30 [00:00<?, ?it/s]
Fetching 30 files: 100%|██████████| 30/30 [00:00<00:00, 6059.97it/s]
+2024-10-11 09:44:01 | INFO | root | config file: /ocean/projects/cis210027p/swang26/miniconda3/envs/espnet_codec_robustness/lib/python3.10/site-packages/espnet_model_zoo/models--espnet--mls-multi_soundstream_16k/snapshots/74dc5ec297a04ee035e61c66d8821195ec49f462/exp/codec_mls_multi_soundstream4_large_v1.1/config.yaml
+/ocean/projects/cis210027p/swang26/miniconda3/envs/espnet_codec_robustness/lib/python3.10/site-packages/torch/nn/utils/weight_norm.py:28: UserWarning: torch.nn.utils.weight_norm is deprecated in favor of torch.nn.utils.parametrizations.weight_norm.
+  warnings.warn("torch.nn.utils.weight_norm is deprecated in favor of torch.nn.utils.parametrizations.weight_norm.")
+/ocean/projects/cis210027p/swang26/miniconda3/envs/espnet_codec_robustness/lib/python3.10/site-packages/librosa/util/decorators.py:88: UserWarning: Empty filters detected in mel frequency basis. Some channels will produce empty responses. Try increasing your sampling rate (and fmax) or reducing n_mels.
+  return f(*args, **kwargs)
+/ocean/projects/cis210027p/swang26/miniconda3/envs/espnet_codec_robustness/lib/python3.10/site-packages/torch/nn/modules/conv.py:306: UserWarning: Applied workaround for CuDNN issue, install nvrtc.so (Triggered internally at ../aten/src/ATen/native/cudnn/Conv_v8.cpp:84.)
+  return F.conv1d(input, weight, bias, self.stride,
+# Accounting: time=12 threads=1
+# Ended (code 0) at Fri Oct 11 09:44:04 EDT 2024, elapsed time 12 seconds
diff --git a/esc50_dev_fold_1/logdir/wav.1.scp b/esc50_dev_fold_1/logdir/wav.1.scp
new file mode 100644
index 0000000000000000000000000000000000000000..0ac33efc6067f1a0dbeccb541ecc4ca5e7a60535
--- /dev/null
+++ b/esc50_dev_fold_1/logdir/wav.1.scp
@@ -0,0 +1,20 @@
+2-102414-F-17 dump_16000/audio_raw_tts_esc/org/esc50_dev_fold_1/data/format.1/data_wav.ark:14
+2-104952-A-16 dump_16000/audio_raw_tts_esc/org/esc50_dev_fold_1/data/format.1/data_wav.ark:62824
+2-106072-A-36 dump_16000/audio_raw_tts_esc/org/esc50_dev_fold_1/data/format.1/data_wav.ark:146577
+2-108760-A-14 dump_16000/audio_raw_tts_esc/org/esc50_dev_fold_1/data/format.1/data_wav.ark:295581
+2-108767-A-9 dump_16000/audio_raw_tts_esc/org/esc50_dev_fold_1/data/format.1/data_wav.ark:390321
+2-109371-A-16 dump_16000/audio_raw_tts_esc/org/esc50_dev_fold_1/data/format.1/data_wav.ark:481023
+2-109505-A-21 dump_16000/audio_raw_tts_esc/org/esc50_dev_fold_1/data/format.1/data_wav.ark:586183
+2-112213-A-39 dump_16000/audio_raw_tts_esc/org/esc50_dev_fold_1/data/format.1/data_wav.ark:602447
+2-114609-A-28 dump_16000/audio_raw_tts_esc/org/esc50_dev_fold_1/data/format.1/data_wav.ark:710355
+2-117616-A-48 dump_16000/audio_raw_tts_esc/org/esc50_dev_fold_1/data/format.1/data_wav.ark:764506
+2-118625-A-30 dump_16000/audio_raw_tts_esc/org/esc50_dev_fold_1/data/format.1/data_wav.ark:850836
+2-118817-A-32 dump_16000/audio_raw_tts_esc/org/esc50_dev_fold_1/data/format.1/data_wav.ark:886471
+2-119161-B-8 dump_16000/audio_raw_tts_esc/org/esc50_dev_fold_1/data/format.1/data_wav.ark:965540
+2-119161-C-8 dump_16000/audio_raw_tts_esc/org/esc50_dev_fold_1/data/format.1/data_wav.ark:1068995
+2-120218-B-30 dump_16000/audio_raw_tts_esc/org/esc50_dev_fold_1/data/format.1/data_wav.ark:1130851
+2-135860-A-49 dump_16000/audio_raw_tts_esc/org/esc50_dev_fold_1/data/format.1/data_wav.ark:1197792
+2-151079-A-20 dump_16000/audio_raw_tts_esc/org/esc50_dev_fold_1/data/format.1/data_wav.ark:1270755
+2-154688-A-31 dump_16000/audio_raw_tts_esc/org/esc50_dev_fold_1/data/format.1/data_wav.ark:1357310
+2-165801-A-48 dump_16000/audio_raw_tts_esc/org/esc50_dev_fold_1/data/format.1/data_wav.ark:1393943
+2-173559-A-39 dump_16000/audio_raw_tts_esc/org/esc50_dev_fold_1/data/format.1/data_wav.ark:1439000
diff --git a/esc50_dev_fold_1/logdir/wav.2.scp b/esc50_dev_fold_1/logdir/wav.2.scp
new file mode 100644
index 0000000000000000000000000000000000000000..1b9e7aa6e31cf61fcee0822f80bc1e3e2279480b
--- /dev/null
+++ b/esc50_dev_fold_1/logdir/wav.2.scp
@@ -0,0 +1,20 @@
+2-18766-B-12 dump_16000/audio_raw_tts_esc/org/esc50_dev_fold_1/data/format.2/data_wav.ark:13
+2-188822-A-40 dump_16000/audio_raw_tts_esc/org/esc50_dev_fold_1/data/format.2/data_wav.ark:68515
+2-43802-A-42 dump_16000/audio_raw_tts_esc/org/esc50_dev_fold_1/data/format.2/data_wav.ark:179528
+2-50668-B-41 dump_16000/audio_raw_tts_esc/org/esc50_dev_fold_1/data/format.2/data_wav.ark:306960
+2-52085-A-4 dump_16000/audio_raw_tts_esc/org/esc50_dev_fold_1/data/format.2/data_wav.ark:442363
+2-59241-A-35 dump_16000/audio_raw_tts_esc/org/esc50_dev_fold_1/data/format.2/data_wav.ark:546993
+2-60180-A-49 dump_16000/audio_raw_tts_esc/org/esc50_dev_fold_1/data/format.2/data_wav.ark:677117
+2-61618-A-46 dump_16000/audio_raw_tts_esc/org/esc50_dev_fold_1/data/format.2/data_wav.ark:794652
+2-67422-A-18 dump_16000/audio_raw_tts_esc/org/esc50_dev_fold_1/data/format.2/data_wav.ark:900524
+2-68391-B-41 dump_16000/audio_raw_tts_esc/org/esc50_dev_fold_1/data/format.2/data_wav.ark:1038755
+2-69131-B-5 dump_16000/audio_raw_tts_esc/org/esc50_dev_fold_1/data/format.2/data_wav.ark:1163946
+2-70939-A-42 dump_16000/audio_raw_tts_esc/org/esc50_dev_fold_1/data/format.2/data_wav.ark:1267021
+2-72547-A-14 dump_16000/audio_raw_tts_esc/org/esc50_dev_fold_1/data/format.2/data_wav.ark:1400827
+2-76408-D-22 dump_16000/audio_raw_tts_esc/org/esc50_dev_fold_1/data/format.2/data_wav.ark:1503217
+2-82538-A-21 dump_16000/audio_raw_tts_esc/org/esc50_dev_fold_1/data/format.2/data_wav.ark:1612083
+2-83536-A-27 dump_16000/audio_raw_tts_esc/org/esc50_dev_fold_1/data/format.2/data_wav.ark:1640165
+2-87795-A-24 dump_16000/audio_raw_tts_esc/org/esc50_dev_fold_1/data/format.2/data_wav.ark:1750346
+2-94807-A-29 dump_16000/audio_raw_tts_esc/org/esc50_dev_fold_1/data/format.2/data_wav.ark:1827692
+3-100024-A-27 dump_16000/audio_raw_tts_esc/org/esc50_dev_fold_1/data/format.2/data_wav.ark:1933148
+3-102908-A-4 dump_16000/audio_raw_tts_esc/org/esc50_dev_fold_1/data/format.2/data_wav.ark:2028746
diff --git a/esc50_dev_fold_1/logdir/wav.3.scp b/esc50_dev_fold_1/logdir/wav.3.scp
new file mode 100644
index 0000000000000000000000000000000000000000..17ea42f219e6b88610aa192d341536e411c4b7ae
--- /dev/null
+++ b/esc50_dev_fold_1/logdir/wav.3.scp
@@ -0,0 +1,20 @@
+3-103598-A-25 dump_16000/audio_raw_tts_esc/org/esc50_dev_fold_1/data/format.3/data_wav.ark:14
+3-104761-A-7 dump_16000/audio_raw_tts_esc/org/esc50_dev_fold_1/data/format.3/data_wav.ark:98672
+3-107219-A-1 dump_16000/audio_raw_tts_esc/org/esc50_dev_fold_1/data/format.3/data_wav.ark:199789
+3-112522-A-27 dump_16000/audio_raw_tts_esc/org/esc50_dev_fold_1/data/format.3/data_wav.ark:239006
+3-117504-B-16 dump_16000/audio_raw_tts_esc/org/esc50_dev_fold_1/data/format.3/data_wav.ark:336770
+3-118487-A-26 dump_16000/audio_raw_tts_esc/org/esc50_dev_fold_1/data/format.3/data_wav.ark:434802
+3-118658-A-41 dump_16000/audio_raw_tts_esc/org/esc50_dev_fold_1/data/format.3/data_wav.ark:529914
+3-121348-A-9 dump_16000/audio_raw_tts_esc/org/esc50_dev_fold_1/data/format.3/data_wav.ark:648233
+3-123086-A-28 dump_16000/audio_raw_tts_esc/org/esc50_dev_fold_1/data/format.3/data_wav.ark:683149
+3-124958-A-28 dump_16000/audio_raw_tts_esc/org/esc50_dev_fold_1/data/format.3/data_wav.ark:768447
+3-126113-A-26 dump_16000/audio_raw_tts_esc/org/esc50_dev_fold_1/data/format.3/data_wav.ark:862917
+3-132830-A-32 dump_16000/audio_raw_tts_esc/org/esc50_dev_fold_1/data/format.3/data_wav.ark:932768
+3-138212-A-45 dump_16000/audio_raw_tts_esc/org/esc50_dev_fold_1/data/format.3/data_wav.ark:994762
+3-139109-A-46 dump_16000/audio_raw_tts_esc/org/esc50_dev_fold_1/data/format.3/data_wav.ark:1105054
+3-142601-A-21 dump_16000/audio_raw_tts_esc/org/esc50_dev_fold_1/data/format.3/data_wav.ark:1220088
+3-144128-B-23 dump_16000/audio_raw_tts_esc/org/esc50_dev_fold_1/data/format.3/data_wav.ark:1247445
+3-145774-A-12 dump_16000/audio_raw_tts_esc/org/esc50_dev_fold_1/data/format.3/data_wav.ark:1349835
+3-146697-A-43 dump_16000/audio_raw_tts_esc/org/esc50_dev_fold_1/data/format.3/data_wav.ark:1421692
+3-150979-A-40 dump_16000/audio_raw_tts_esc/org/esc50_dev_fold_1/data/format.3/data_wav.ark:1502190
+3-150979-B-40 dump_16000/audio_raw_tts_esc/org/esc50_dev_fold_1/data/format.3/data_wav.ark:1592188
diff --git a/esc50_dev_fold_1/logdir/wav.4.scp b/esc50_dev_fold_1/logdir/wav.4.scp
new file mode 100644
index 0000000000000000000000000000000000000000..e7bddcaee26f93ba827f45d1ced5679066e494bc
--- /dev/null
+++ b/esc50_dev_fold_1/logdir/wav.4.scp
@@ -0,0 +1,20 @@
+3-151206-A-23 dump_16000/audio_raw_tts_esc/org/esc50_dev_fold_1/data/format.4/data_wav.ark:14
+3-154957-A-1 dump_16000/audio_raw_tts_esc/org/esc50_dev_fold_1/data/format.4/data_wav.ark:60647
+3-155556-A-31 dump_16000/audio_raw_tts_esc/org/esc50_dev_fold_1/data/format.4/data_wav.ark:150261
+3-155578-A-14 dump_16000/audio_raw_tts_esc/org/esc50_dev_fold_1/data/format.4/data_wav.ark:156461
+3-155766-A-13 dump_16000/audio_raw_tts_esc/org/esc50_dev_fold_1/data/format.4/data_wav.ark:283615
+3-156391-A-35 dump_16000/audio_raw_tts_esc/org/esc50_dev_fold_1/data/format.4/data_wav.ark:325310
+3-161500-A-17 dump_16000/audio_raw_tts_esc/org/esc50_dev_fold_1/data/format.4/data_wav.ark:425005
+3-163607-B-13 dump_16000/audio_raw_tts_esc/org/esc50_dev_fold_1/data/format.4/data_wav.ark:535470
+3-166546-B-34 dump_16000/audio_raw_tts_esc/org/esc50_dev_fold_1/data/format.4/data_wav.ark:602130
+3-174866-A-29 dump_16000/audio_raw_tts_esc/org/esc50_dev_fold_1/data/format.4/data_wav.ark:641014
+3-181278-A-22 dump_16000/audio_raw_tts_esc/org/esc50_dev_fold_1/data/format.4/data_wav.ark:663020
+3-197408-B-8 dump_16000/audio_raw_tts_esc/org/esc50_dev_fold_1/data/format.4/data_wav.ark:766370
+3-216284-A-39 dump_16000/audio_raw_tts_esc/org/esc50_dev_fold_1/data/format.4/data_wav.ark:894555
+3-58772-A-42 dump_16000/audio_raw_tts_esc/org/esc50_dev_fold_1/data/format.4/data_wav.ark:904964
+3-68630-B-40 dump_16000/audio_raw_tts_esc/org/esc50_dev_fold_1/data/format.4/data_wav.ark:1024995
+3-95695-B-5 dump_16000/audio_raw_tts_esc/org/esc50_dev_fold_1/data/format.4/data_wav.ark:1146850
+3-95697-A-5 dump_16000/audio_raw_tts_esc/org/esc50_dev_fold_1/data/format.4/data_wav.ark:1246468
+3-98869-A-46 dump_16000/audio_raw_tts_esc/org/esc50_dev_fold_1/data/format.4/data_wav.ark:1278305
+4-119647-A-48 dump_16000/audio_raw_tts_esc/org/esc50_dev_fold_1/data/format.4/data_wav.ark:1395786
+4-143118-A-7 dump_16000/audio_raw_tts_esc/org/esc50_dev_fold_1/data/format.4/data_wav.ark:1457119
diff --git a/esc50_dev_fold_1/logdir/wav.5.scp b/esc50_dev_fold_1/logdir/wav.5.scp
new file mode 100644
index 0000000000000000000000000000000000000000..4a21236cf6d21f939305d6bc53855223bb83571c
--- /dev/null
+++ b/esc50_dev_fold_1/logdir/wav.5.scp
@@ -0,0 +1,20 @@
+4-144085-A-16 dump_16000/audio_raw_tts_esc/org/esc50_dev_fold_1/data/format.5/data_wav.ark:14
+4-144468-A-27 dump_16000/audio_raw_tts_esc/org/esc50_dev_fold_1/data/format.5/data_wav.ark:83960
+4-149940-B-5 dump_16000/audio_raw_tts_esc/org/esc50_dev_fold_1/data/format.5/data_wav.ark:192211
+4-163606-A-16 dump_16000/audio_raw_tts_esc/org/esc50_dev_fold_1/data/format.5/data_wav.ark:266704
+4-164859-A-1 dump_16000/audio_raw_tts_esc/org/esc50_dev_fold_1/data/format.5/data_wav.ark:350750
+4-165823-A-41 dump_16000/audio_raw_tts_esc/org/esc50_dev_fold_1/data/format.5/data_wav.ark:398774
+4-168868-A-17 dump_16000/audio_raw_tts_esc/org/esc50_dev_fold_1/data/format.5/data_wav.ark:534737
+4-170078-A-1 dump_16000/audio_raw_tts_esc/org/esc50_dev_fold_1/data/format.5/data_wav.ark:624196
+4-172732-A-36 dump_16000/audio_raw_tts_esc/org/esc50_dev_fold_1/data/format.5/data_wav.ark:669633
+4-176638-A-43 dump_16000/audio_raw_tts_esc/org/esc50_dev_fold_1/data/format.5/data_wav.ark:807586
+4-181865-A-38 dump_16000/audio_raw_tts_esc/org/esc50_dev_fold_1/data/format.5/data_wav.ark:905057
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diff --git a/esc50_dev_fold_1/token_lists/g2p_token_list b/esc50_dev_fold_1/token_lists/g2p_token_list
new file mode 100644
index 0000000000000000000000000000000000000000..7eee2091b6bba3c8048941e978ab92d160b7be24
--- /dev/null
+++ b/esc50_dev_fold_1/token_lists/g2p_token_list
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diff --git a/esc50_dev_fold_1/utt2spk b/esc50_dev_fold_1/utt2spk
new file mode 100644
index 0000000000000000000000000000000000000000..69b32ecd3b8ae25e04b3b3fa333eda9f7c1592ea
--- /dev/null
+++ b/esc50_dev_fold_1/utt2spk
@@ -0,0 +1,160 @@
+2-102414-F-17 2-102414-F-17
+2-104952-A-16 2-104952-A-16
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diff --git a/esc50_dev_fold_1/wav.scp b/esc50_dev_fold_1/wav.scp
new file mode 100644
index 0000000000000000000000000000000000000000..825d7de26c176ed4caaf92923f8e335441733b1d
--- /dev/null
+++ b/esc50_dev_fold_1/wav.scp
@@ -0,0 +1,160 @@
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diff --git a/esc50_dev_fold_2/data.json b/esc50_dev_fold_2/data.json
new file mode 100644
index 0000000000000000000000000000000000000000..3e6d5f1fe2150878c756d38780a1c018691723a2
--- /dev/null
+++ b/esc50_dev_fold_2/data.json
@@ -0,0 +1,175 @@
+{
+    "task": "tts",
+    "vocabularies": [
+        "dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_2/token_lists/g2p_token_list",
+        "dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_2/token_lists/codec_token_list"
+    ],
+    "data_files": [
+        "dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_2/index_files/text,g2p,text",
+        "dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_2/index_files/utt2spk,spk,text",
+        "dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_2/index_files/wav.scp,codec,kaldi_ark"
+    ],
+    "num_examples": 160,
+    "examples": [
+        "1-103298-A-9",
+        "1-12653-A-15",
+        "1-137296-A-16",
+        "1-160563-B-48",
+        "1-17124-A-43",
+        "1-172649-F-40",
+        "1-17742-A-12",
+        "1-18527-B-44",
+        "1-18755-B-4",
+        "1-19872-B-36",
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+        "1-21421-A-46",
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+        "1-40967-A-28",
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+        "1-53467-A-47",
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+        "5-208624-A-38",
+        "5-213836-A-9",
+        "5-215005-A-32",
+        "5-216370-B-41",
+        "5-217186-A-16",
+        "5-218980-A-30",
+        "5-219342-A-38",
+        "5-219379-B-11",
+        "5-221529-A-39",
+        "5-221568-A-22",
+        "5-234855-A-25",
+        "5-235956-A-47",
+        "5-242490-A-14",
+        "5-243450-A-14",
+        "5-243459-A-14",
+        "5-245040-A-35",
+        "5-250026-B-30",
+        "5-253094-D-49",
+        "5-259640-A-29",
+        "5-260164-A-23"
+    ]
+}
\ No newline at end of file
diff --git a/esc50_dev_fold_2/data/wav_codec_ESPnet.1.ark b/esc50_dev_fold_2/data/wav_codec_ESPnet.1.ark
new file mode 100644
index 0000000000000000000000000000000000000000..339cc59c2b52acc65d8c9f3d69330c31677f8615
Binary files /dev/null and b/esc50_dev_fold_2/data/wav_codec_ESPnet.1.ark differ
diff --git a/esc50_dev_fold_2/data/wav_codec_ESPnet.1.scp b/esc50_dev_fold_2/data/wav_codec_ESPnet.1.scp
new file mode 100644
index 0000000000000000000000000000000000000000..bee43ce6176d6ddb1ed082406c52c21c88a30bbb
--- /dev/null
+++ b/esc50_dev_fold_2/data/wav_codec_ESPnet.1.scp
@@ -0,0 +1,20 @@
+1-103298-A-9 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_2/data/wav_codec_ESPnet.1.ark:13
+1-12653-A-15 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_2/data/wav_codec_ESPnet.1.ark:10033
+1-137296-A-16 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_2/data/wav_codec_ESPnet.1.ark:20054
+1-160563-B-48 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_2/data/wav_codec_ESPnet.1.ark:30075
+1-17124-A-43 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_2/data/wav_codec_ESPnet.1.ark:40095
+1-172649-F-40 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_2/data/wav_codec_ESPnet.1.ark:50116
+1-17742-A-12 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_2/data/wav_codec_ESPnet.1.ark:60136
+1-18527-B-44 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_2/data/wav_codec_ESPnet.1.ark:70156
+1-18755-B-4 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_2/data/wav_codec_ESPnet.1.ark:80175
+1-19872-B-36 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_2/data/wav_codec_ESPnet.1.ark:90195
+1-208757-C-2 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_2/data/wav_codec_ESPnet.1.ark:100215
+1-208757-D-2 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_2/data/wav_codec_ESPnet.1.ark:110235
+1-21189-A-10 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_2/data/wav_codec_ESPnet.1.ark:120255
+1-21421-A-46 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_2/data/wav_codec_ESPnet.1.ark:130275
+1-21935-A-38 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_2/data/wav_codec_ESPnet.1.ark:140295
+1-30344-A-0 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_2/data/wav_codec_ESPnet.1.ark:150314
+1-34119-A-1 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_2/data/wav_codec_ESPnet.1.ark:160333
+1-34853-A-37 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_2/data/wav_codec_ESPnet.1.ark:170353
+1-37226-A-29 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_2/data/wav_codec_ESPnet.1.ark:180373
+1-39835-B-9 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_2/data/wav_codec_ESPnet.1.ark:190392
diff --git a/esc50_dev_fold_2/data/wav_codec_ESPnet.2.ark b/esc50_dev_fold_2/data/wav_codec_ESPnet.2.ark
new file mode 100644
index 0000000000000000000000000000000000000000..795d673d5c72201b80144186e90dd858bf0550d8
Binary files /dev/null and b/esc50_dev_fold_2/data/wav_codec_ESPnet.2.ark differ
diff --git a/esc50_dev_fold_2/data/wav_codec_ESPnet.2.scp b/esc50_dev_fold_2/data/wav_codec_ESPnet.2.scp
new file mode 100644
index 0000000000000000000000000000000000000000..856c49b5f4b4d8ebed1e36f13d25ca1445bddb31
--- /dev/null
+++ b/esc50_dev_fold_2/data/wav_codec_ESPnet.2.scp
@@ -0,0 +1,20 @@
+1-40730-A-1 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_2/data/wav_codec_ESPnet.2.ark:12
+1-40967-A-28 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_2/data/wav_codec_ESPnet.2.ark:10032
+1-50623-A-15 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_2/data/wav_codec_ESPnet.2.ark:20052
+1-51147-A-25 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_2/data/wav_codec_ESPnet.2.ark:30072
+1-51805-D-33 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_2/data/wav_codec_ESPnet.2.ark:40092
+1-53467-A-47 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_2/data/wav_codec_ESPnet.2.ark:50112
+1-54065-A-45 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_2/data/wav_codec_ESPnet.2.ark:60132
+1-54918-B-14 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_2/data/wav_codec_ESPnet.2.ark:70152
+1-57316-A-13 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_2/data/wav_codec_ESPnet.2.ark:80172
+1-57795-A-8 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_2/data/wav_codec_ESPnet.2.ark:90191
+1-58923-A-27 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_2/data/wav_codec_ESPnet.2.ark:100211
+1-60997-B-20 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_2/data/wav_codec_ESPnet.2.ark:110231
+1-61252-A-11 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_2/data/wav_codec_ESPnet.2.ark:120251
+1-67432-A-27 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_2/data/wav_codec_ESPnet.2.ark:130271
+1-79113-A-5 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_2/data/wav_codec_ESPnet.2.ark:140290
+1-79220-A-17 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_2/data/wav_codec_ESPnet.2.ark:150310
+1-85123-A-31 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_2/data/wav_codec_ESPnet.2.ark:160330
+1-90797-A-15 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_2/data/wav_codec_ESPnet.2.ark:170350
+3-100024-A-27 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_2/data/wav_codec_ESPnet.2.ark:180371
+3-102908-A-4 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_2/data/wav_codec_ESPnet.2.ark:190391
diff --git a/esc50_dev_fold_2/data/wav_codec_ESPnet.3.ark b/esc50_dev_fold_2/data/wav_codec_ESPnet.3.ark
new file mode 100644
index 0000000000000000000000000000000000000000..b4ebc28b898f8a5a90706667bac59c5260e9e984
Binary files /dev/null and b/esc50_dev_fold_2/data/wav_codec_ESPnet.3.ark differ
diff --git a/esc50_dev_fold_2/data/wav_codec_ESPnet.3.scp b/esc50_dev_fold_2/data/wav_codec_ESPnet.3.scp
new file mode 100644
index 0000000000000000000000000000000000000000..ede19fccdc8b39fe2a2968aed16e2282415127ef
--- /dev/null
+++ b/esc50_dev_fold_2/data/wav_codec_ESPnet.3.scp
@@ -0,0 +1,20 @@
+3-103598-A-25 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_2/data/wav_codec_ESPnet.3.ark:14
+3-104761-A-7 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_2/data/wav_codec_ESPnet.3.ark:10034
+3-107219-A-1 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_2/data/wav_codec_ESPnet.3.ark:20054
+3-112522-A-27 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_2/data/wav_codec_ESPnet.3.ark:30075
+3-117504-B-16 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_2/data/wav_codec_ESPnet.3.ark:40096
+3-118487-A-26 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_2/data/wav_codec_ESPnet.3.ark:50117
+3-118658-A-41 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_2/data/wav_codec_ESPnet.3.ark:60138
+3-121348-A-9 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_2/data/wav_codec_ESPnet.3.ark:70158
+3-123086-A-28 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_2/data/wav_codec_ESPnet.3.ark:80179
+3-124958-A-28 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_2/data/wav_codec_ESPnet.3.ark:90200
+3-126113-A-26 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_2/data/wav_codec_ESPnet.3.ark:100221
+3-132830-A-32 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_2/data/wav_codec_ESPnet.3.ark:110242
+3-138212-A-45 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_2/data/wav_codec_ESPnet.3.ark:120263
+3-139109-A-46 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_2/data/wav_codec_ESPnet.3.ark:130284
+3-142601-A-21 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_2/data/wav_codec_ESPnet.3.ark:140305
+3-144128-B-23 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_2/data/wav_codec_ESPnet.3.ark:150326
+3-145774-A-12 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_2/data/wav_codec_ESPnet.3.ark:160347
+3-146697-A-43 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_2/data/wav_codec_ESPnet.3.ark:170368
+3-150979-A-40 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_2/data/wav_codec_ESPnet.3.ark:180389
+3-150979-B-40 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_2/data/wav_codec_ESPnet.3.ark:190410
diff --git a/esc50_dev_fold_2/data/wav_codec_ESPnet.4.ark b/esc50_dev_fold_2/data/wav_codec_ESPnet.4.ark
new file mode 100644
index 0000000000000000000000000000000000000000..cadfd2dd758ec37afb945a6eb573761dec0fc15a
Binary files /dev/null and b/esc50_dev_fold_2/data/wav_codec_ESPnet.4.ark differ
diff --git a/esc50_dev_fold_2/data/wav_codec_ESPnet.4.scp b/esc50_dev_fold_2/data/wav_codec_ESPnet.4.scp
new file mode 100644
index 0000000000000000000000000000000000000000..c8e745f1dfc0677304c37571f122caf2b95c65c6
--- /dev/null
+++ b/esc50_dev_fold_2/data/wav_codec_ESPnet.4.scp
@@ -0,0 +1,20 @@
+3-151206-A-23 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_2/data/wav_codec_ESPnet.4.ark:14
+3-154957-A-1 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_2/data/wav_codec_ESPnet.4.ark:10034
+3-155556-A-31 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_2/data/wav_codec_ESPnet.4.ark:20055
+3-155578-A-14 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_2/data/wav_codec_ESPnet.4.ark:30076
+3-155766-A-13 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_2/data/wav_codec_ESPnet.4.ark:40097
+3-156391-A-35 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_2/data/wav_codec_ESPnet.4.ark:50118
+3-161500-A-17 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_2/data/wav_codec_ESPnet.4.ark:60139
+3-163607-B-13 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_2/data/wav_codec_ESPnet.4.ark:70160
+3-166546-B-34 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_2/data/wav_codec_ESPnet.4.ark:80181
+3-174866-A-29 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_2/data/wav_codec_ESPnet.4.ark:90202
+3-181278-A-22 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_2/data/wav_codec_ESPnet.4.ark:100223
+3-197408-B-8 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_2/data/wav_codec_ESPnet.4.ark:110243
+3-216284-A-39 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_2/data/wav_codec_ESPnet.4.ark:120264
+3-58772-A-42 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_2/data/wav_codec_ESPnet.4.ark:130284
+3-68630-B-40 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_2/data/wav_codec_ESPnet.4.ark:140304
+3-95695-B-5 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_2/data/wav_codec_ESPnet.4.ark:150323
+3-95697-A-5 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_2/data/wav_codec_ESPnet.4.ark:160342
+3-98869-A-46 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_2/data/wav_codec_ESPnet.4.ark:170362
+4-119647-A-48 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_2/data/wav_codec_ESPnet.4.ark:180383
+4-143118-A-7 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_2/data/wav_codec_ESPnet.4.ark:190403
diff --git a/esc50_dev_fold_2/data/wav_codec_ESPnet.5.ark b/esc50_dev_fold_2/data/wav_codec_ESPnet.5.ark
new file mode 100644
index 0000000000000000000000000000000000000000..0d7ce448af1cc49360c6e4924ebbb1753fe3941d
Binary files /dev/null and b/esc50_dev_fold_2/data/wav_codec_ESPnet.5.ark differ
diff --git a/esc50_dev_fold_2/data/wav_codec_ESPnet.5.scp b/esc50_dev_fold_2/data/wav_codec_ESPnet.5.scp
new file mode 100644
index 0000000000000000000000000000000000000000..fed9c7968d85e147fec9d4ab68f435431ade25e0
--- /dev/null
+++ b/esc50_dev_fold_2/data/wav_codec_ESPnet.5.scp
@@ -0,0 +1,20 @@
+4-144085-A-16 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_2/data/wav_codec_ESPnet.5.ark:14
+4-144468-A-27 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_2/data/wav_codec_ESPnet.5.ark:10035
+4-149940-B-5 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_2/data/wav_codec_ESPnet.5.ark:20055
+4-163606-A-16 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_2/data/wav_codec_ESPnet.5.ark:30076
+4-164859-A-1 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_2/data/wav_codec_ESPnet.5.ark:40096
+4-165823-A-41 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_2/data/wav_codec_ESPnet.5.ark:50117
+4-168868-A-17 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_2/data/wav_codec_ESPnet.5.ark:60138
+4-170078-A-1 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_2/data/wav_codec_ESPnet.5.ark:70158
+4-172732-A-36 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_2/data/wav_codec_ESPnet.5.ark:80179
+4-176638-A-43 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_2/data/wav_codec_ESPnet.5.ark:90200
+4-181865-A-38 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_2/data/wav_codec_ESPnet.5.ark:100221
+4-182369-A-12 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_2/data/wav_codec_ESPnet.5.ark:110242
+4-183882-A-28 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_2/data/wav_codec_ESPnet.5.ark:120263
+4-184235-A-28 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_2/data/wav_codec_ESPnet.5.ark:130284
+4-184575-A-0 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_2/data/wav_codec_ESPnet.5.ark:140304
+4-188191-B-29 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_2/data/wav_codec_ESPnet.5.ark:150325
+4-188703-C-8 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_2/data/wav_codec_ESPnet.5.ark:160345
+4-189828-A-22 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_2/data/wav_codec_ESPnet.5.ark:170366
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diff --git a/esc50_dev_fold_2/index_files/wav.scp b/esc50_dev_fold_2/index_files/wav.scp
new file mode 100644
index 0000000000000000000000000000000000000000..ae398185194e6f13b01409c87ea3dad797835d1e
--- /dev/null
+++ b/esc50_dev_fold_2/index_files/wav.scp
@@ -0,0 +1,160 @@
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+4-182369-A-12 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_2/data/wav_codec_ESPnet.5.ark:110242
+4-183882-A-28 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_2/data/wav_codec_ESPnet.5.ark:120263
+4-184235-A-28 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_2/data/wav_codec_ESPnet.5.ark:130284
+4-184575-A-0 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_2/data/wav_codec_ESPnet.5.ark:140304
+4-188191-B-29 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_2/data/wav_codec_ESPnet.5.ark:150325
+4-188703-C-8 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_2/data/wav_codec_ESPnet.5.ark:160345
+4-189828-A-22 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_2/data/wav_codec_ESPnet.5.ark:170366
+4-191327-A-38 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_2/data/wav_codec_ESPnet.5.ark:180387
+4-191687-A-0 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_2/data/wav_codec_ESPnet.5.ark:190407
+4-193480-A-40 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_2/data/wav_codec_ESPnet.6.ark:14
+4-195707-A-13 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_2/data/wav_codec_ESPnet.6.ark:10035
+4-197103-A-6 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_2/data/wav_codec_ESPnet.6.ark:20055
+4-197454-A-28 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_2/data/wav_codec_ESPnet.6.ark:30076
+4-198360-B-49 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_2/data/wav_codec_ESPnet.6.ark:40097
+4-204684-A-37 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_2/data/wav_codec_ESPnet.6.ark:50118
+4-210000-A-23 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_2/data/wav_codec_ESPnet.6.ark:60139
+4-211502-A-30 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_2/data/wav_codec_ESPnet.6.ark:70160
+4-213915-B-3 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_2/data/wav_codec_ESPnet.6.ark:80180
+4-216211-A-14 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_2/data/wav_codec_ESPnet.6.ark:90201
+4-218199-E-35 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_2/data/wav_codec_ESPnet.6.ark:100222
+4-232495-A-6 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_2/data/wav_codec_ESPnet.6.ark:110242
+4-251959-A-47 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_2/data/wav_codec_ESPnet.6.ark:120263
+4-99644-D-4 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_2/data/wav_codec_ESPnet.6.ark:130282
+5-157204-A-16 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_2/data/wav_codec_ESPnet.6.ark:140303
+5-160614-A-48 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_2/data/wav_codec_ESPnet.6.ark:150324
+5-161270-B-33 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_2/data/wav_codec_ESPnet.6.ark:160345
+5-169983-A-5 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_2/data/wav_codec_ESPnet.6.ark:170365
+5-177034-A-18 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_2/data/wav_codec_ESPnet.6.ark:180386
+5-179496-A-16 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_2/data/wav_codec_ESPnet.6.ark:190407
+5-182404-A-18 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_2/data/wav_codec_ESPnet.7.ark:14
+5-185908-A-18 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_2/data/wav_codec_ESPnet.7.ark:10035
+5-187201-A-4 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_2/data/wav_codec_ESPnet.7.ark:20055
+5-188495-A-19 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_2/data/wav_codec_ESPnet.7.ark:30076
+5-188796-A-45 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_2/data/wav_codec_ESPnet.7.ark:40097
+5-194899-C-3 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_2/data/wav_codec_ESPnet.7.ark:50117
+5-194930-A-1 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_2/data/wav_codec_ESPnet.7.ark:60137
+5-195557-A-19 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_2/data/wav_codec_ESPnet.7.ark:70158
+5-197121-A-45 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_2/data/wav_codec_ESPnet.7.ark:80179
+5-198278-C-7 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_2/data/wav_codec_ESPnet.7.ark:90199
+5-198411-A-20 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_2/data/wav_codec_ESPnet.7.ark:100220
+5-198411-G-20 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_2/data/wav_codec_ESPnet.7.ark:110241
+5-198600-A-45 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_2/data/wav_codec_ESPnet.7.ark:120262
+5-198891-A-8 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_2/data/wav_codec_ESPnet.7.ark:130282
+5-199284-A-45 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_2/data/wav_codec_ESPnet.7.ark:140303
+5-204741-A-46 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_2/data/wav_codec_ESPnet.7.ark:150324
+5-205589-B-17 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_2/data/wav_codec_ESPnet.7.ark:160345
+5-207811-A-35 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_2/data/wav_codec_ESPnet.7.ark:170366
+5-207811-B-35 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_2/data/wav_codec_ESPnet.7.ark:180387
+5-207836-C-29 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_2/data/wav_codec_ESPnet.7.ark:190408
+5-208624-A-38 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_2/data/wav_codec_ESPnet.8.ark:14
+5-213836-A-9 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_2/data/wav_codec_ESPnet.8.ark:10034
+5-215005-A-32 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_2/data/wav_codec_ESPnet.8.ark:20055
+5-216370-B-41 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_2/data/wav_codec_ESPnet.8.ark:30076
+5-217186-A-16 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_2/data/wav_codec_ESPnet.8.ark:40097
+5-218980-A-30 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_2/data/wav_codec_ESPnet.8.ark:50118
+5-219342-A-38 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_2/data/wav_codec_ESPnet.8.ark:60139
+5-219379-B-11 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_2/data/wav_codec_ESPnet.8.ark:70160
+5-221529-A-39 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_2/data/wav_codec_ESPnet.8.ark:80181
+5-221568-A-22 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_2/data/wav_codec_ESPnet.8.ark:90202
+5-234855-A-25 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_2/data/wav_codec_ESPnet.8.ark:100223
+5-235956-A-47 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_2/data/wav_codec_ESPnet.8.ark:110244
+5-242490-A-14 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_2/data/wav_codec_ESPnet.8.ark:120265
+5-243450-A-14 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_2/data/wav_codec_ESPnet.8.ark:130286
+5-243459-A-14 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_2/data/wav_codec_ESPnet.8.ark:140307
+5-245040-A-35 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_2/data/wav_codec_ESPnet.8.ark:150328
+5-250026-B-30 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_2/data/wav_codec_ESPnet.8.ark:160349
+5-253094-D-49 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_2/data/wav_codec_ESPnet.8.ark:170370
+5-259640-A-29 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_2/data/wav_codec_ESPnet.8.ark:180391
+5-260164-A-23 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_2/data/wav_codec_ESPnet.8.ark:190412
diff --git a/esc50_dev_fold_2/logdir/codec_dump_ESPnet.1.log b/esc50_dev_fold_2/logdir/codec_dump_ESPnet.1.log
new file mode 100644
index 0000000000000000000000000000000000000000..e6df9ccc4340db848504ab9b073309c4a6a70eb4
--- /dev/null
+++ b/esc50_dev_fold_2/logdir/codec_dump_ESPnet.1.log
@@ -0,0 +1,14 @@
+# python3 pyscripts/feats/dump_codec.py --codec_choice ESPnet --codec_fs 16000 --batch_size 5 --bias 0 --dump_audio false --rank 1 --vocab_file dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_2/token_lists/codec_token_list --wav_wspecifier ark,scp:dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_2/data/wav_resyn_ESPnet.1.ark,dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_2/data/wav_resyn_ESPnet.1.scp --checkpoint_path null --config_path null --hf_model_tag espnet/mls-multi_soundstream_16k scp:dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_2/logdir/wav.1.scp ark,scp:dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_2/data/wav_codec_ESPnet.1.ark,dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_2/data/wav_codec_ESPnet.1.scp 
+# Started at Fri Oct 11 09:45:28 EDT 2024
+#
+2024-10-11 09:45:30 | INFO | dump_codec | build with codec_choice: ESPnet
+
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+2024-10-11 09:45:38 | INFO | root | config file: /ocean/projects/cis210027p/swang26/miniconda3/envs/espnet_codec_robustness/lib/python3.10/site-packages/espnet_model_zoo/models--espnet--mls-multi_soundstream_16k/snapshots/74dc5ec297a04ee035e61c66d8821195ec49f462/exp/codec_mls_multi_soundstream4_large_v1.1/config.yaml
+/ocean/projects/cis210027p/swang26/miniconda3/envs/espnet_codec_robustness/lib/python3.10/site-packages/torch/nn/utils/weight_norm.py:28: UserWarning: torch.nn.utils.weight_norm is deprecated in favor of torch.nn.utils.parametrizations.weight_norm.
+  warnings.warn("torch.nn.utils.weight_norm is deprecated in favor of torch.nn.utils.parametrizations.weight_norm.")
+/ocean/projects/cis210027p/swang26/miniconda3/envs/espnet_codec_robustness/lib/python3.10/site-packages/librosa/util/decorators.py:88: UserWarning: Empty filters detected in mel frequency basis. Some channels will produce empty responses. Try increasing your sampling rate (and fmax) or reducing n_mels.
+  return f(*args, **kwargs)
+/ocean/projects/cis210027p/swang26/miniconda3/envs/espnet_codec_robustness/lib/python3.10/site-packages/torch/nn/modules/conv.py:306: UserWarning: Applied workaround for CuDNN issue, install nvrtc.so (Triggered internally at ../aten/src/ATen/native/cudnn/Conv_v8.cpp:84.)
+  return F.conv1d(input, weight, bias, self.stride,
+# Accounting: time=13 threads=1
+# Ended (code 0) at Fri Oct 11 09:45:41 EDT 2024, elapsed time 13 seconds
diff --git a/esc50_dev_fold_2/logdir/codec_dump_ESPnet.2.log b/esc50_dev_fold_2/logdir/codec_dump_ESPnet.2.log
new file mode 100644
index 0000000000000000000000000000000000000000..1043d0e7e03735e6679ba4fc4968513f626a7f08
--- /dev/null
+++ b/esc50_dev_fold_2/logdir/codec_dump_ESPnet.2.log
@@ -0,0 +1,14 @@
+# python3 pyscripts/feats/dump_codec.py --codec_choice ESPnet --codec_fs 16000 --batch_size 5 --bias 0 --dump_audio false --rank 2 --vocab_file dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_2/token_lists/codec_token_list --wav_wspecifier ark,scp:dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_2/data/wav_resyn_ESPnet.2.ark,dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_2/data/wav_resyn_ESPnet.2.scp --checkpoint_path null --config_path null --hf_model_tag espnet/mls-multi_soundstream_16k scp:dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_2/logdir/wav.2.scp ark,scp:dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_2/data/wav_codec_ESPnet.2.ark,dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_2/data/wav_codec_ESPnet.2.scp 
+# Started at Fri Oct 11 09:45:28 EDT 2024
+#
+2024-10-11 09:45:30 | INFO | dump_codec | build with codec_choice: ESPnet
+
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+2024-10-11 09:45:38 | INFO | root | config file: /ocean/projects/cis210027p/swang26/miniconda3/envs/espnet_codec_robustness/lib/python3.10/site-packages/espnet_model_zoo/models--espnet--mls-multi_soundstream_16k/snapshots/74dc5ec297a04ee035e61c66d8821195ec49f462/exp/codec_mls_multi_soundstream4_large_v1.1/config.yaml
+/ocean/projects/cis210027p/swang26/miniconda3/envs/espnet_codec_robustness/lib/python3.10/site-packages/torch/nn/utils/weight_norm.py:28: UserWarning: torch.nn.utils.weight_norm is deprecated in favor of torch.nn.utils.parametrizations.weight_norm.
+  warnings.warn("torch.nn.utils.weight_norm is deprecated in favor of torch.nn.utils.parametrizations.weight_norm.")
+/ocean/projects/cis210027p/swang26/miniconda3/envs/espnet_codec_robustness/lib/python3.10/site-packages/librosa/util/decorators.py:88: UserWarning: Empty filters detected in mel frequency basis. Some channels will produce empty responses. Try increasing your sampling rate (and fmax) or reducing n_mels.
+  return f(*args, **kwargs)
+/ocean/projects/cis210027p/swang26/miniconda3/envs/espnet_codec_robustness/lib/python3.10/site-packages/torch/nn/modules/conv.py:306: UserWarning: Applied workaround for CuDNN issue, install nvrtc.so (Triggered internally at ../aten/src/ATen/native/cudnn/Conv_v8.cpp:84.)
+  return F.conv1d(input, weight, bias, self.stride,
+# Accounting: time=13 threads=1
+# Ended (code 0) at Fri Oct 11 09:45:41 EDT 2024, elapsed time 13 seconds
diff --git a/esc50_dev_fold_2/logdir/codec_dump_ESPnet.3.log b/esc50_dev_fold_2/logdir/codec_dump_ESPnet.3.log
new file mode 100644
index 0000000000000000000000000000000000000000..082001a22299ce1b9648a5b5cbed9ea2bdb08096
--- /dev/null
+++ b/esc50_dev_fold_2/logdir/codec_dump_ESPnet.3.log
@@ -0,0 +1,14 @@
+# python3 pyscripts/feats/dump_codec.py --codec_choice ESPnet --codec_fs 16000 --batch_size 5 --bias 0 --dump_audio false --rank 3 --vocab_file dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_2/token_lists/codec_token_list --wav_wspecifier ark,scp:dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_2/data/wav_resyn_ESPnet.3.ark,dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_2/data/wav_resyn_ESPnet.3.scp --checkpoint_path null --config_path null --hf_model_tag espnet/mls-multi_soundstream_16k scp:dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_2/logdir/wav.3.scp ark,scp:dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_2/data/wav_codec_ESPnet.3.ark,dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_2/data/wav_codec_ESPnet.3.scp 
+# Started at Fri Oct 11 09:45:28 EDT 2024
+#
+2024-10-11 09:45:30 | INFO | dump_codec | build with codec_choice: ESPnet
+
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+2024-10-11 09:45:38 | INFO | root | config file: /ocean/projects/cis210027p/swang26/miniconda3/envs/espnet_codec_robustness/lib/python3.10/site-packages/espnet_model_zoo/models--espnet--mls-multi_soundstream_16k/snapshots/74dc5ec297a04ee035e61c66d8821195ec49f462/exp/codec_mls_multi_soundstream4_large_v1.1/config.yaml
+/ocean/projects/cis210027p/swang26/miniconda3/envs/espnet_codec_robustness/lib/python3.10/site-packages/torch/nn/utils/weight_norm.py:28: UserWarning: torch.nn.utils.weight_norm is deprecated in favor of torch.nn.utils.parametrizations.weight_norm.
+  warnings.warn("torch.nn.utils.weight_norm is deprecated in favor of torch.nn.utils.parametrizations.weight_norm.")
+/ocean/projects/cis210027p/swang26/miniconda3/envs/espnet_codec_robustness/lib/python3.10/site-packages/librosa/util/decorators.py:88: UserWarning: Empty filters detected in mel frequency basis. Some channels will produce empty responses. Try increasing your sampling rate (and fmax) or reducing n_mels.
+  return f(*args, **kwargs)
+/ocean/projects/cis210027p/swang26/miniconda3/envs/espnet_codec_robustness/lib/python3.10/site-packages/torch/nn/modules/conv.py:306: UserWarning: Applied workaround for CuDNN issue, install nvrtc.so (Triggered internally at ../aten/src/ATen/native/cudnn/Conv_v8.cpp:84.)
+  return F.conv1d(input, weight, bias, self.stride,
+# Accounting: time=13 threads=1
+# Ended (code 0) at Fri Oct 11 09:45:41 EDT 2024, elapsed time 13 seconds
diff --git a/esc50_dev_fold_2/logdir/codec_dump_ESPnet.4.log b/esc50_dev_fold_2/logdir/codec_dump_ESPnet.4.log
new file mode 100644
index 0000000000000000000000000000000000000000..28c00651fa6d9f6a93b463dbfde8216532038795
--- /dev/null
+++ b/esc50_dev_fold_2/logdir/codec_dump_ESPnet.4.log
@@ -0,0 +1,14 @@
+# python3 pyscripts/feats/dump_codec.py --codec_choice ESPnet --codec_fs 16000 --batch_size 5 --bias 0 --dump_audio false --rank 4 --vocab_file dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_2/token_lists/codec_token_list --wav_wspecifier ark,scp:dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_2/data/wav_resyn_ESPnet.4.ark,dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_2/data/wav_resyn_ESPnet.4.scp --checkpoint_path null --config_path null --hf_model_tag espnet/mls-multi_soundstream_16k scp:dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_2/logdir/wav.4.scp ark,scp:dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_2/data/wav_codec_ESPnet.4.ark,dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_2/data/wav_codec_ESPnet.4.scp 
+# Started at Fri Oct 11 09:45:28 EDT 2024
+#
+2024-10-11 09:45:30 | INFO | dump_codec | build with codec_choice: ESPnet
+
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+2024-10-11 09:45:38 | INFO | root | config file: /ocean/projects/cis210027p/swang26/miniconda3/envs/espnet_codec_robustness/lib/python3.10/site-packages/espnet_model_zoo/models--espnet--mls-multi_soundstream_16k/snapshots/74dc5ec297a04ee035e61c66d8821195ec49f462/exp/codec_mls_multi_soundstream4_large_v1.1/config.yaml
+/ocean/projects/cis210027p/swang26/miniconda3/envs/espnet_codec_robustness/lib/python3.10/site-packages/torch/nn/utils/weight_norm.py:28: UserWarning: torch.nn.utils.weight_norm is deprecated in favor of torch.nn.utils.parametrizations.weight_norm.
+  warnings.warn("torch.nn.utils.weight_norm is deprecated in favor of torch.nn.utils.parametrizations.weight_norm.")
+/ocean/projects/cis210027p/swang26/miniconda3/envs/espnet_codec_robustness/lib/python3.10/site-packages/librosa/util/decorators.py:88: UserWarning: Empty filters detected in mel frequency basis. Some channels will produce empty responses. Try increasing your sampling rate (and fmax) or reducing n_mels.
+  return f(*args, **kwargs)
+/ocean/projects/cis210027p/swang26/miniconda3/envs/espnet_codec_robustness/lib/python3.10/site-packages/torch/nn/modules/conv.py:306: UserWarning: Applied workaround for CuDNN issue, install nvrtc.so (Triggered internally at ../aten/src/ATen/native/cudnn/Conv_v8.cpp:84.)
+  return F.conv1d(input, weight, bias, self.stride,
+# Accounting: time=13 threads=1
+# Ended (code 0) at Fri Oct 11 09:45:41 EDT 2024, elapsed time 13 seconds
diff --git a/esc50_dev_fold_2/logdir/codec_dump_ESPnet.5.log b/esc50_dev_fold_2/logdir/codec_dump_ESPnet.5.log
new file mode 100644
index 0000000000000000000000000000000000000000..8987e1472449d04b8f88d428bd13a699409fd932
--- /dev/null
+++ b/esc50_dev_fold_2/logdir/codec_dump_ESPnet.5.log
@@ -0,0 +1,14 @@
+# python3 pyscripts/feats/dump_codec.py --codec_choice ESPnet --codec_fs 16000 --batch_size 5 --bias 0 --dump_audio false --rank 5 --vocab_file dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_2/token_lists/codec_token_list --wav_wspecifier ark,scp:dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_2/data/wav_resyn_ESPnet.5.ark,dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_2/data/wav_resyn_ESPnet.5.scp --checkpoint_path null --config_path null --hf_model_tag espnet/mls-multi_soundstream_16k scp:dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_2/logdir/wav.5.scp ark,scp:dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_2/data/wav_codec_ESPnet.5.ark,dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_2/data/wav_codec_ESPnet.5.scp 
+# Started at Fri Oct 11 09:45:41 EDT 2024
+#
+2024-10-11 09:45:43 | INFO | dump_codec | build with codec_choice: ESPnet
+
Fetching 30 files:   0%|          | 0/30 [00:00<?, ?it/s]
Fetching 30 files: 100%|██████████| 30/30 [00:00<00:00, 48191.93it/s]
+2024-10-11 09:45:51 | INFO | root | config file: /ocean/projects/cis210027p/swang26/miniconda3/envs/espnet_codec_robustness/lib/python3.10/site-packages/espnet_model_zoo/models--espnet--mls-multi_soundstream_16k/snapshots/74dc5ec297a04ee035e61c66d8821195ec49f462/exp/codec_mls_multi_soundstream4_large_v1.1/config.yaml
+/ocean/projects/cis210027p/swang26/miniconda3/envs/espnet_codec_robustness/lib/python3.10/site-packages/torch/nn/utils/weight_norm.py:28: UserWarning: torch.nn.utils.weight_norm is deprecated in favor of torch.nn.utils.parametrizations.weight_norm.
+  warnings.warn("torch.nn.utils.weight_norm is deprecated in favor of torch.nn.utils.parametrizations.weight_norm.")
+/ocean/projects/cis210027p/swang26/miniconda3/envs/espnet_codec_robustness/lib/python3.10/site-packages/librosa/util/decorators.py:88: UserWarning: Empty filters detected in mel frequency basis. Some channels will produce empty responses. Try increasing your sampling rate (and fmax) or reducing n_mels.
+  return f(*args, **kwargs)
+/ocean/projects/cis210027p/swang26/miniconda3/envs/espnet_codec_robustness/lib/python3.10/site-packages/torch/nn/modules/conv.py:306: UserWarning: Applied workaround for CuDNN issue, install nvrtc.so (Triggered internally at ../aten/src/ATen/native/cudnn/Conv_v8.cpp:84.)
+  return F.conv1d(input, weight, bias, self.stride,
+# Accounting: time=13 threads=1
+# Ended (code 0) at Fri Oct 11 09:45:54 EDT 2024, elapsed time 13 seconds
diff --git a/esc50_dev_fold_2/logdir/codec_dump_ESPnet.6.log b/esc50_dev_fold_2/logdir/codec_dump_ESPnet.6.log
new file mode 100644
index 0000000000000000000000000000000000000000..a4d6666f7aa6c201089d46a1e9f438c36c069a2a
--- /dev/null
+++ b/esc50_dev_fold_2/logdir/codec_dump_ESPnet.6.log
@@ -0,0 +1,14 @@
+# python3 pyscripts/feats/dump_codec.py --codec_choice ESPnet --codec_fs 16000 --batch_size 5 --bias 0 --dump_audio false --rank 6 --vocab_file dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_2/token_lists/codec_token_list --wav_wspecifier ark,scp:dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_2/data/wav_resyn_ESPnet.6.ark,dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_2/data/wav_resyn_ESPnet.6.scp --checkpoint_path null --config_path null --hf_model_tag espnet/mls-multi_soundstream_16k scp:dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_2/logdir/wav.6.scp ark,scp:dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_2/data/wav_codec_ESPnet.6.ark,dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_2/data/wav_codec_ESPnet.6.scp 
+# Started at Fri Oct 11 09:45:41 EDT 2024
+#
+2024-10-11 09:45:43 | INFO | dump_codec | build with codec_choice: ESPnet
+
Fetching 30 files:   0%|          | 0/30 [00:00<?, ?it/s]
Fetching 30 files: 100%|██████████| 30/30 [00:00<00:00, 13398.91it/s]
+2024-10-11 09:45:51 | INFO | root | config file: /ocean/projects/cis210027p/swang26/miniconda3/envs/espnet_codec_robustness/lib/python3.10/site-packages/espnet_model_zoo/models--espnet--mls-multi_soundstream_16k/snapshots/74dc5ec297a04ee035e61c66d8821195ec49f462/exp/codec_mls_multi_soundstream4_large_v1.1/config.yaml
+/ocean/projects/cis210027p/swang26/miniconda3/envs/espnet_codec_robustness/lib/python3.10/site-packages/torch/nn/utils/weight_norm.py:28: UserWarning: torch.nn.utils.weight_norm is deprecated in favor of torch.nn.utils.parametrizations.weight_norm.
+  warnings.warn("torch.nn.utils.weight_norm is deprecated in favor of torch.nn.utils.parametrizations.weight_norm.")
+/ocean/projects/cis210027p/swang26/miniconda3/envs/espnet_codec_robustness/lib/python3.10/site-packages/librosa/util/decorators.py:88: UserWarning: Empty filters detected in mel frequency basis. Some channels will produce empty responses. Try increasing your sampling rate (and fmax) or reducing n_mels.
+  return f(*args, **kwargs)
+/ocean/projects/cis210027p/swang26/miniconda3/envs/espnet_codec_robustness/lib/python3.10/site-packages/torch/nn/modules/conv.py:306: UserWarning: Applied workaround for CuDNN issue, install nvrtc.so (Triggered internally at ../aten/src/ATen/native/cudnn/Conv_v8.cpp:84.)
+  return F.conv1d(input, weight, bias, self.stride,
+# Accounting: time=13 threads=1
+# Ended (code 0) at Fri Oct 11 09:45:54 EDT 2024, elapsed time 13 seconds
diff --git a/esc50_dev_fold_2/logdir/codec_dump_ESPnet.7.log b/esc50_dev_fold_2/logdir/codec_dump_ESPnet.7.log
new file mode 100644
index 0000000000000000000000000000000000000000..247fec8373c82058c2cbf912bd51bc22039e833b
--- /dev/null
+++ b/esc50_dev_fold_2/logdir/codec_dump_ESPnet.7.log
@@ -0,0 +1,14 @@
+# python3 pyscripts/feats/dump_codec.py --codec_choice ESPnet --codec_fs 16000 --batch_size 5 --bias 0 --dump_audio false --rank 7 --vocab_file dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_2/token_lists/codec_token_list --wav_wspecifier ark,scp:dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_2/data/wav_resyn_ESPnet.7.ark,dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_2/data/wav_resyn_ESPnet.7.scp --checkpoint_path null --config_path null --hf_model_tag espnet/mls-multi_soundstream_16k scp:dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_2/logdir/wav.7.scp ark,scp:dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_2/data/wav_codec_ESPnet.7.ark,dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_2/data/wav_codec_ESPnet.7.scp 
+# Started at Fri Oct 11 09:45:41 EDT 2024
+#
+2024-10-11 09:45:43 | INFO | dump_codec | build with codec_choice: ESPnet
+
Fetching 30 files:   0%|          | 0/30 [00:00<?, ?it/s]
Fetching 30 files: 100%|██████████| 30/30 [00:00<00:00, 6403.52it/s]
+2024-10-11 09:45:51 | INFO | root | config file: /ocean/projects/cis210027p/swang26/miniconda3/envs/espnet_codec_robustness/lib/python3.10/site-packages/espnet_model_zoo/models--espnet--mls-multi_soundstream_16k/snapshots/74dc5ec297a04ee035e61c66d8821195ec49f462/exp/codec_mls_multi_soundstream4_large_v1.1/config.yaml
+/ocean/projects/cis210027p/swang26/miniconda3/envs/espnet_codec_robustness/lib/python3.10/site-packages/torch/nn/utils/weight_norm.py:28: UserWarning: torch.nn.utils.weight_norm is deprecated in favor of torch.nn.utils.parametrizations.weight_norm.
+  warnings.warn("torch.nn.utils.weight_norm is deprecated in favor of torch.nn.utils.parametrizations.weight_norm.")
+/ocean/projects/cis210027p/swang26/miniconda3/envs/espnet_codec_robustness/lib/python3.10/site-packages/librosa/util/decorators.py:88: UserWarning: Empty filters detected in mel frequency basis. Some channels will produce empty responses. Try increasing your sampling rate (and fmax) or reducing n_mels.
+  return f(*args, **kwargs)
+/ocean/projects/cis210027p/swang26/miniconda3/envs/espnet_codec_robustness/lib/python3.10/site-packages/torch/nn/modules/conv.py:306: UserWarning: Applied workaround for CuDNN issue, install nvrtc.so (Triggered internally at ../aten/src/ATen/native/cudnn/Conv_v8.cpp:84.)
+  return F.conv1d(input, weight, bias, self.stride,
+# Accounting: time=13 threads=1
+# Ended (code 0) at Fri Oct 11 09:45:54 EDT 2024, elapsed time 13 seconds
diff --git a/esc50_dev_fold_2/logdir/codec_dump_ESPnet.8.log b/esc50_dev_fold_2/logdir/codec_dump_ESPnet.8.log
new file mode 100644
index 0000000000000000000000000000000000000000..cc622f1a19a62c4ebb438e3b79bc30e170143427
--- /dev/null
+++ b/esc50_dev_fold_2/logdir/codec_dump_ESPnet.8.log
@@ -0,0 +1,14 @@
+# python3 pyscripts/feats/dump_codec.py --codec_choice ESPnet --codec_fs 16000 --batch_size 5 --bias 0 --dump_audio false --rank 8 --vocab_file dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_2/token_lists/codec_token_list --wav_wspecifier ark,scp:dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_2/data/wav_resyn_ESPnet.8.ark,dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_2/data/wav_resyn_ESPnet.8.scp --checkpoint_path null --config_path null --hf_model_tag espnet/mls-multi_soundstream_16k scp:dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_2/logdir/wav.8.scp ark,scp:dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_2/data/wav_codec_ESPnet.8.ark,dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_2/data/wav_codec_ESPnet.8.scp 
+# Started at Fri Oct 11 09:45:41 EDT 2024
+#
+2024-10-11 09:45:43 | INFO | dump_codec | build with codec_choice: ESPnet
+
Fetching 30 files:   0%|          | 0/30 [00:00<?, ?it/s]
Fetching 30 files: 100%|██████████| 30/30 [00:00<00:00, 6232.25it/s]
+2024-10-11 09:45:51 | INFO | root | config file: /ocean/projects/cis210027p/swang26/miniconda3/envs/espnet_codec_robustness/lib/python3.10/site-packages/espnet_model_zoo/models--espnet--mls-multi_soundstream_16k/snapshots/74dc5ec297a04ee035e61c66d8821195ec49f462/exp/codec_mls_multi_soundstream4_large_v1.1/config.yaml
+/ocean/projects/cis210027p/swang26/miniconda3/envs/espnet_codec_robustness/lib/python3.10/site-packages/torch/nn/utils/weight_norm.py:28: UserWarning: torch.nn.utils.weight_norm is deprecated in favor of torch.nn.utils.parametrizations.weight_norm.
+  warnings.warn("torch.nn.utils.weight_norm is deprecated in favor of torch.nn.utils.parametrizations.weight_norm.")
+/ocean/projects/cis210027p/swang26/miniconda3/envs/espnet_codec_robustness/lib/python3.10/site-packages/librosa/util/decorators.py:88: UserWarning: Empty filters detected in mel frequency basis. Some channels will produce empty responses. Try increasing your sampling rate (and fmax) or reducing n_mels.
+  return f(*args, **kwargs)
+/ocean/projects/cis210027p/swang26/miniconda3/envs/espnet_codec_robustness/lib/python3.10/site-packages/torch/nn/modules/conv.py:306: UserWarning: Applied workaround for CuDNN issue, install nvrtc.so (Triggered internally at ../aten/src/ATen/native/cudnn/Conv_v8.cpp:84.)
+  return F.conv1d(input, weight, bias, self.stride,
+# Accounting: time=13 threads=1
+# Ended (code 0) at Fri Oct 11 09:45:54 EDT 2024, elapsed time 13 seconds
diff --git a/esc50_dev_fold_2/logdir/wav.1.scp b/esc50_dev_fold_2/logdir/wav.1.scp
new file mode 100644
index 0000000000000000000000000000000000000000..99a359fd562c0efb35f15bbd03fc059e78b56109
--- /dev/null
+++ b/esc50_dev_fold_2/logdir/wav.1.scp
@@ -0,0 +1,20 @@
+1-103298-A-9 dump_16000/audio_raw_tts_esc/org/esc50_dev_fold_2/data/format.1/data_wav.ark:13
+1-12653-A-15 dump_16000/audio_raw_tts_esc/org/esc50_dev_fold_2/data/format.1/data_wav.ark:117408
+1-137296-A-16 dump_16000/audio_raw_tts_esc/org/esc50_dev_fold_2/data/format.1/data_wav.ark:199806
+1-160563-B-48 dump_16000/audio_raw_tts_esc/org/esc50_dev_fold_2/data/format.1/data_wav.ark:299854
+1-17124-A-43 dump_16000/audio_raw_tts_esc/org/esc50_dev_fold_2/data/format.1/data_wav.ark:369195
+1-172649-F-40 dump_16000/audio_raw_tts_esc/org/esc50_dev_fold_2/data/format.1/data_wav.ark:384889
+1-17742-A-12 dump_16000/audio_raw_tts_esc/org/esc50_dev_fold_2/data/format.1/data_wav.ark:512281
+1-18527-B-44 dump_16000/audio_raw_tts_esc/org/esc50_dev_fold_2/data/format.1/data_wav.ark:599390
+1-18755-B-4 dump_16000/audio_raw_tts_esc/org/esc50_dev_fold_2/data/format.1/data_wav.ark:695221
+1-19872-B-36 dump_16000/audio_raw_tts_esc/org/esc50_dev_fold_2/data/format.1/data_wav.ark:805369
+1-208757-C-2 dump_16000/audio_raw_tts_esc/org/esc50_dev_fold_2/data/format.1/data_wav.ark:931316
+1-208757-D-2 dump_16000/audio_raw_tts_esc/org/esc50_dev_fold_2/data/format.1/data_wav.ark:1049037
+1-21189-A-10 dump_16000/audio_raw_tts_esc/org/esc50_dev_fold_2/data/format.1/data_wav.ark:1169450
+1-21421-A-46 dump_16000/audio_raw_tts_esc/org/esc50_dev_fold_2/data/format.1/data_wav.ark:1302667
+1-21935-A-38 dump_16000/audio_raw_tts_esc/org/esc50_dev_fold_2/data/format.1/data_wav.ark:1425476
+1-30344-A-0 dump_16000/audio_raw_tts_esc/org/esc50_dev_fold_2/data/format.1/data_wav.ark:1510865
+1-34119-A-1 dump_16000/audio_raw_tts_esc/org/esc50_dev_fold_2/data/format.1/data_wav.ark:1581542
+1-34853-A-37 dump_16000/audio_raw_tts_esc/org/esc50_dev_fold_2/data/format.1/data_wav.ark:1620244
+1-37226-A-29 dump_16000/audio_raw_tts_esc/org/esc50_dev_fold_2/data/format.1/data_wav.ark:1741235
+1-39835-B-9 dump_16000/audio_raw_tts_esc/org/esc50_dev_fold_2/data/format.1/data_wav.ark:1785352
diff --git a/esc50_dev_fold_2/logdir/wav.2.scp b/esc50_dev_fold_2/logdir/wav.2.scp
new file mode 100644
index 0000000000000000000000000000000000000000..2fe96e3903524d5a03fed70b163183ed582449ee
--- /dev/null
+++ b/esc50_dev_fold_2/logdir/wav.2.scp
@@ -0,0 +1,20 @@
+1-40730-A-1 dump_16000/audio_raw_tts_esc/org/esc50_dev_fold_2/data/format.2/data_wav.ark:12
+1-40967-A-28 dump_16000/audio_raw_tts_esc/org/esc50_dev_fold_2/data/format.2/data_wav.ark:55970
+1-50623-A-15 dump_16000/audio_raw_tts_esc/org/esc50_dev_fold_2/data/format.2/data_wav.ark:128179
+1-51147-A-25 dump_16000/audio_raw_tts_esc/org/esc50_dev_fold_2/data/format.2/data_wav.ark:178588
+1-51805-D-33 dump_16000/audio_raw_tts_esc/org/esc50_dev_fold_2/data/format.2/data_wav.ark:251544
+1-53467-A-47 dump_16000/audio_raw_tts_esc/org/esc50_dev_fold_2/data/format.2/data_wav.ark:335821
+1-54065-A-45 dump_16000/audio_raw_tts_esc/org/esc50_dev_fold_2/data/format.2/data_wav.ark:436210
+1-54918-B-14 dump_16000/audio_raw_tts_esc/org/esc50_dev_fold_2/data/format.2/data_wav.ark:550535
+1-57316-A-13 dump_16000/audio_raw_tts_esc/org/esc50_dev_fold_2/data/format.2/data_wav.ark:645041
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diff --git a/esc50_dev_fold_2/token_lists/codec_token_list b/esc50_dev_fold_2/token_lists/codec_token_list
new file mode 100644
index 0000000000000000000000000000000000000000..3d5876836443e4f7353e8f81ecefb829f3745b0c
--- /dev/null
+++ b/esc50_dev_fold_2/token_lists/codec_token_list
@@ -0,0 +1,8192 @@
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diff --git a/esc50_dev_fold_2/utt2spk b/esc50_dev_fold_2/utt2spk
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+5-215005-A-32 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_2/data/wav_codec_ESPnet.8.ark:20055
+5-216370-B-41 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_2/data/wav_codec_ESPnet.8.ark:30076
+5-217186-A-16 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_2/data/wav_codec_ESPnet.8.ark:40097
+5-218980-A-30 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_2/data/wav_codec_ESPnet.8.ark:50118
+5-219342-A-38 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_2/data/wav_codec_ESPnet.8.ark:60139
+5-219379-B-11 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_2/data/wav_codec_ESPnet.8.ark:70160
+5-221529-A-39 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_2/data/wav_codec_ESPnet.8.ark:80181
+5-221568-A-22 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_2/data/wav_codec_ESPnet.8.ark:90202
+5-234855-A-25 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_2/data/wav_codec_ESPnet.8.ark:100223
+5-235956-A-47 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_2/data/wav_codec_ESPnet.8.ark:110244
+5-242490-A-14 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_2/data/wav_codec_ESPnet.8.ark:120265
+5-243450-A-14 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_2/data/wav_codec_ESPnet.8.ark:130286
+5-243459-A-14 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_2/data/wav_codec_ESPnet.8.ark:140307
+5-245040-A-35 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_2/data/wav_codec_ESPnet.8.ark:150328
+5-250026-B-30 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_2/data/wav_codec_ESPnet.8.ark:160349
+5-253094-D-49 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_2/data/wav_codec_ESPnet.8.ark:170370
+5-259640-A-29 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_2/data/wav_codec_ESPnet.8.ark:180391
+5-260164-A-23 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_2/data/wav_codec_ESPnet.8.ark:190412
diff --git a/esc50_dev_fold_3/data.json b/esc50_dev_fold_3/data.json
new file mode 100644
index 0000000000000000000000000000000000000000..10e09bc695aa071b064582274949f90268b3172f
--- /dev/null
+++ b/esc50_dev_fold_3/data.json
@@ -0,0 +1,175 @@
+{
+    "task": "tts",
+    "vocabularies": [
+        "dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_3/token_lists/g2p_token_list",
+        "dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_3/token_lists/codec_token_list"
+    ],
+    "data_files": [
+        "dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_3/index_files/text,g2p,text",
+        "dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_3/index_files/utt2spk,spk,text",
+        "dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_3/index_files/wav.scp,codec,kaldi_ark"
+    ],
+    "num_examples": 160,
+    "examples": [
+        "1-103298-A-9",
+        "1-12653-A-15",
+        "1-137296-A-16",
+        "1-160563-B-48",
+        "1-17124-A-43",
+        "1-172649-F-40",
+        "1-17742-A-12",
+        "1-18527-B-44",
+        "1-18755-B-4",
+        "1-19872-B-36",
+        "1-208757-C-2",
+        "1-208757-D-2",
+        "1-21189-A-10",
+        "1-21421-A-46",
+        "1-21935-A-38",
+        "1-30344-A-0",
+        "1-34119-A-1",
+        "1-34853-A-37",
+        "1-37226-A-29",
+        "1-39835-B-9",
+        "1-40730-A-1",
+        "1-40967-A-28",
+        "1-50623-A-15",
+        "1-51147-A-25",
+        "1-51805-D-33",
+        "1-53467-A-47",
+        "1-54065-A-45",
+        "1-54918-B-14",
+        "1-57316-A-13",
+        "1-57795-A-8",
+        "1-58923-A-27",
+        "1-60997-B-20",
+        "1-61252-A-11",
+        "1-67432-A-27",
+        "1-79113-A-5",
+        "1-79220-A-17",
+        "1-85123-A-31",
+        "1-90797-A-15",
+        "2-100786-A-1",
+        "2-102414-F-17",
+        "2-102852-A-11",
+        "2-103427-A-3",
+        "2-104476-A-37",
+        "2-107228-A-44",
+        "2-108767-A-9",
+        "2-109371-A-16",
+        "2-109374-A-16",
+        "2-114280-A-0",
+        "2-114609-A-28",
+        "2-117615-B-48",
+        "2-117615-E-48",
+        "2-120333-A-32",
+        "2-123712-A-33",
+        "2-123896-A-24",
+        "2-131943-A-38",
+        "2-135860-A-49",
+        "2-141682-B-36",
+        "2-146877-A-31",
+        "2-166644-B-2",
+        "2-166644-C-2",
+        "2-184077-A-49",
+        "2-32834-A-4",
+        "2-37806-D-40",
+        "2-39443-B-19",
+        "2-50665-A-20",
+        "2-50666-A-20",
+        "2-60180-B-49",
+        "2-61311-A-12",
+        "2-70052-A-42",
+        "2-73027-A-10",
+        "2-76408-B-22",
+        "2-79769-A-26",
+        "2-82077-A-7",
+        "2-86160-A-27",
+        "2-87794-A-24",
+        "2-96654-A-47",
+        "2-96904-A-27",
+        "2-99955-C-7",
+        "4-119647-A-48",
+        "4-143118-A-7",
+        "4-144085-A-16",
+        "4-144468-A-27",
+        "4-149940-B-5",
+        "4-163606-A-16",
+        "4-164859-A-1",
+        "4-165823-A-41",
+        "4-168868-A-17",
+        "4-170078-A-1",
+        "4-172732-A-36",
+        "4-176638-A-43",
+        "4-181865-A-38",
+        "4-182369-A-12",
+        "4-183882-A-28",
+        "4-184235-A-28",
+        "4-184575-A-0",
+        "4-188191-B-29",
+        "4-188703-C-8",
+        "4-189828-A-22",
+        "4-191327-A-38",
+        "4-191687-A-0",
+        "4-193480-A-40",
+        "4-195707-A-13",
+        "4-197103-A-6",
+        "4-197454-A-28",
+        "4-198360-B-49",
+        "4-204684-A-37",
+        "4-210000-A-23",
+        "4-211502-A-30",
+        "4-213915-B-3",
+        "4-216211-A-14",
+        "4-218199-E-35",
+        "4-232495-A-6",
+        "4-251959-A-47",
+        "4-99644-D-4",
+        "5-157204-A-16",
+        "5-160614-A-48",
+        "5-161270-B-33",
+        "5-169983-A-5",
+        "5-177034-A-18",
+        "5-179496-A-16",
+        "5-182404-A-18",
+        "5-185908-A-18",
+        "5-187201-A-4",
+        "5-188495-A-19",
+        "5-188796-A-45",
+        "5-194899-C-3",
+        "5-194930-A-1",
+        "5-195557-A-19",
+        "5-197121-A-45",
+        "5-198278-C-7",
+        "5-198411-A-20",
+        "5-198411-G-20",
+        "5-198600-A-45",
+        "5-198891-A-8",
+        "5-199284-A-45",
+        "5-204741-A-46",
+        "5-205589-B-17",
+        "5-207811-A-35",
+        "5-207811-B-35",
+        "5-207836-C-29",
+        "5-208624-A-38",
+        "5-213836-A-9",
+        "5-215005-A-32",
+        "5-216370-B-41",
+        "5-217186-A-16",
+        "5-218980-A-30",
+        "5-219342-A-38",
+        "5-219379-B-11",
+        "5-221529-A-39",
+        "5-221568-A-22",
+        "5-234855-A-25",
+        "5-235956-A-47",
+        "5-242490-A-14",
+        "5-243450-A-14",
+        "5-243459-A-14",
+        "5-245040-A-35",
+        "5-250026-B-30",
+        "5-253094-D-49",
+        "5-259640-A-29",
+        "5-260164-A-23"
+    ]
+}
\ No newline at end of file
diff --git a/esc50_dev_fold_3/data/wav_codec_ESPnet.1.ark b/esc50_dev_fold_3/data/wav_codec_ESPnet.1.ark
new file mode 100644
index 0000000000000000000000000000000000000000..339cc59c2b52acc65d8c9f3d69330c31677f8615
Binary files /dev/null and b/esc50_dev_fold_3/data/wav_codec_ESPnet.1.ark differ
diff --git a/esc50_dev_fold_3/data/wav_codec_ESPnet.1.scp b/esc50_dev_fold_3/data/wav_codec_ESPnet.1.scp
new file mode 100644
index 0000000000000000000000000000000000000000..f292ed7785d6aa7ab0044b746e8d90489dde5a4a
--- /dev/null
+++ b/esc50_dev_fold_3/data/wav_codec_ESPnet.1.scp
@@ -0,0 +1,20 @@
+1-103298-A-9 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_3/data/wav_codec_ESPnet.1.ark:13
+1-12653-A-15 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_3/data/wav_codec_ESPnet.1.ark:10033
+1-137296-A-16 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_3/data/wav_codec_ESPnet.1.ark:20054
+1-160563-B-48 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_3/data/wav_codec_ESPnet.1.ark:30075
+1-17124-A-43 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_3/data/wav_codec_ESPnet.1.ark:40095
+1-172649-F-40 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_3/data/wav_codec_ESPnet.1.ark:50116
+1-17742-A-12 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_3/data/wav_codec_ESPnet.1.ark:60136
+1-18527-B-44 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_3/data/wav_codec_ESPnet.1.ark:70156
+1-18755-B-4 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_3/data/wav_codec_ESPnet.1.ark:80175
+1-19872-B-36 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_3/data/wav_codec_ESPnet.1.ark:90195
+1-208757-C-2 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_3/data/wav_codec_ESPnet.1.ark:100215
+1-208757-D-2 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_3/data/wav_codec_ESPnet.1.ark:110235
+1-21189-A-10 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_3/data/wav_codec_ESPnet.1.ark:120255
+1-21421-A-46 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_3/data/wav_codec_ESPnet.1.ark:130275
+1-21935-A-38 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_3/data/wav_codec_ESPnet.1.ark:140295
+1-30344-A-0 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_3/data/wav_codec_ESPnet.1.ark:150314
+1-34119-A-1 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_3/data/wav_codec_ESPnet.1.ark:160333
+1-34853-A-37 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_3/data/wav_codec_ESPnet.1.ark:170353
+1-37226-A-29 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_3/data/wav_codec_ESPnet.1.ark:180373
+1-39835-B-9 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_3/data/wav_codec_ESPnet.1.ark:190392
diff --git a/esc50_dev_fold_3/data/wav_codec_ESPnet.2.ark b/esc50_dev_fold_3/data/wav_codec_ESPnet.2.ark
new file mode 100644
index 0000000000000000000000000000000000000000..65bd9a9d93240a449d34dcff132834e0c717dd9e
Binary files /dev/null and b/esc50_dev_fold_3/data/wav_codec_ESPnet.2.ark differ
diff --git a/esc50_dev_fold_3/data/wav_codec_ESPnet.2.scp b/esc50_dev_fold_3/data/wav_codec_ESPnet.2.scp
new file mode 100644
index 0000000000000000000000000000000000000000..9327e57d9fa25633eb94fa7629cc95349b1840f2
--- /dev/null
+++ b/esc50_dev_fold_3/data/wav_codec_ESPnet.2.scp
@@ -0,0 +1,20 @@
+1-40730-A-1 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_3/data/wav_codec_ESPnet.2.ark:12
+1-40967-A-28 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_3/data/wav_codec_ESPnet.2.ark:10032
+1-50623-A-15 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_3/data/wav_codec_ESPnet.2.ark:20052
+1-51147-A-25 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_3/data/wav_codec_ESPnet.2.ark:30072
+1-51805-D-33 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_3/data/wav_codec_ESPnet.2.ark:40092
+1-53467-A-47 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_3/data/wav_codec_ESPnet.2.ark:50112
+1-54065-A-45 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_3/data/wav_codec_ESPnet.2.ark:60132
+1-54918-B-14 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_3/data/wav_codec_ESPnet.2.ark:70152
+1-57316-A-13 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_3/data/wav_codec_ESPnet.2.ark:80172
+1-57795-A-8 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_3/data/wav_codec_ESPnet.2.ark:90191
+1-58923-A-27 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_3/data/wav_codec_ESPnet.2.ark:100211
+1-60997-B-20 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_3/data/wav_codec_ESPnet.2.ark:110231
+1-61252-A-11 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_3/data/wav_codec_ESPnet.2.ark:120251
+1-67432-A-27 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_3/data/wav_codec_ESPnet.2.ark:130271
+1-79113-A-5 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_3/data/wav_codec_ESPnet.2.ark:140290
+1-79220-A-17 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_3/data/wav_codec_ESPnet.2.ark:150310
+1-85123-A-31 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_3/data/wav_codec_ESPnet.2.ark:160330
+1-90797-A-15 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_3/data/wav_codec_ESPnet.2.ark:170350
+2-100786-A-1 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_3/data/wav_codec_ESPnet.2.ark:180370
+2-102414-F-17 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_3/data/wav_codec_ESPnet.2.ark:190391
diff --git a/esc50_dev_fold_3/data/wav_codec_ESPnet.3.ark b/esc50_dev_fold_3/data/wav_codec_ESPnet.3.ark
new file mode 100644
index 0000000000000000000000000000000000000000..57280de228dbbb278b24bc384fb0725a209925d8
Binary files /dev/null and b/esc50_dev_fold_3/data/wav_codec_ESPnet.3.ark differ
diff --git a/esc50_dev_fold_3/data/wav_codec_ESPnet.3.scp b/esc50_dev_fold_3/data/wav_codec_ESPnet.3.scp
new file mode 100644
index 0000000000000000000000000000000000000000..4fb4734dd4848396e949c433882f7a29fc4ad24a
--- /dev/null
+++ b/esc50_dev_fold_3/data/wav_codec_ESPnet.3.scp
@@ -0,0 +1,20 @@
+2-102852-A-11 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_3/data/wav_codec_ESPnet.3.ark:14
+2-103427-A-3 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_3/data/wav_codec_ESPnet.3.ark:10034
+2-104476-A-37 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_3/data/wav_codec_ESPnet.3.ark:20055
+2-107228-A-44 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_3/data/wav_codec_ESPnet.3.ark:30076
+2-108767-A-9 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_3/data/wav_codec_ESPnet.3.ark:40096
+2-109371-A-16 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_3/data/wav_codec_ESPnet.3.ark:50117
+2-109374-A-16 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_3/data/wav_codec_ESPnet.3.ark:60138
+2-114280-A-0 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_3/data/wav_codec_ESPnet.3.ark:70158
+2-114609-A-28 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_3/data/wav_codec_ESPnet.3.ark:80179
+2-117615-B-48 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_3/data/wav_codec_ESPnet.3.ark:90200
+2-117615-E-48 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_3/data/wav_codec_ESPnet.3.ark:100221
+2-120333-A-32 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_3/data/wav_codec_ESPnet.3.ark:110242
+2-123712-A-33 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_3/data/wav_codec_ESPnet.3.ark:120263
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+2-141682-B-36 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_3/data/wav_codec_ESPnet.3.ark:160347
+2-146877-A-31 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_3/data/wav_codec_ESPnet.3.ark:170368
+2-166644-B-2 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_3/data/wav_codec_ESPnet.3.ark:180388
+2-166644-C-2 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_3/data/wav_codec_ESPnet.3.ark:190408
diff --git a/esc50_dev_fold_3/data/wav_codec_ESPnet.4.ark b/esc50_dev_fold_3/data/wav_codec_ESPnet.4.ark
new file mode 100644
index 0000000000000000000000000000000000000000..cf322d7e9b1752177abd0a334924679d122c81a8
Binary files /dev/null and b/esc50_dev_fold_3/data/wav_codec_ESPnet.4.ark differ
diff --git a/esc50_dev_fold_3/data/wav_codec_ESPnet.4.scp b/esc50_dev_fold_3/data/wav_codec_ESPnet.4.scp
new file mode 100644
index 0000000000000000000000000000000000000000..5b50e88fe2f88c3ba9854fddbe7f1b08a86e71f1
--- /dev/null
+++ b/esc50_dev_fold_3/data/wav_codec_ESPnet.4.scp
@@ -0,0 +1,20 @@
+2-184077-A-49 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_3/data/wav_codec_ESPnet.4.ark:14
+2-32834-A-4 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_3/data/wav_codec_ESPnet.4.ark:10033
+2-37806-D-40 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_3/data/wav_codec_ESPnet.4.ark:20053
+2-39443-B-19 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_3/data/wav_codec_ESPnet.4.ark:30073
+2-50665-A-20 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_3/data/wav_codec_ESPnet.4.ark:40093
+2-50666-A-20 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_3/data/wav_codec_ESPnet.4.ark:50113
+2-60180-B-49 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_3/data/wav_codec_ESPnet.4.ark:60133
+2-61311-A-12 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_3/data/wav_codec_ESPnet.4.ark:70153
+2-70052-A-42 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_3/data/wav_codec_ESPnet.4.ark:80173
+2-73027-A-10 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_3/data/wav_codec_ESPnet.4.ark:90193
+2-76408-B-22 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_3/data/wav_codec_ESPnet.4.ark:100213
+2-79769-A-26 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_3/data/wav_codec_ESPnet.4.ark:110233
+2-82077-A-7 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_3/data/wav_codec_ESPnet.4.ark:120252
+2-86160-A-27 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_3/data/wav_codec_ESPnet.4.ark:130272
+2-87794-A-24 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_3/data/wav_codec_ESPnet.4.ark:140292
+2-96654-A-47 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_3/data/wav_codec_ESPnet.4.ark:150312
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+2-99955-C-7 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_3/data/wav_codec_ESPnet.4.ark:170351
+4-119647-A-48 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_3/data/wav_codec_ESPnet.4.ark:180372
+4-143118-A-7 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_3/data/wav_codec_ESPnet.4.ark:190392
diff --git a/esc50_dev_fold_3/data/wav_codec_ESPnet.5.ark b/esc50_dev_fold_3/data/wav_codec_ESPnet.5.ark
new file mode 100644
index 0000000000000000000000000000000000000000..0d7ce448af1cc49360c6e4924ebbb1753fe3941d
Binary files /dev/null and b/esc50_dev_fold_3/data/wav_codec_ESPnet.5.ark differ
diff --git a/esc50_dev_fold_3/data/wav_codec_ESPnet.5.scp b/esc50_dev_fold_3/data/wav_codec_ESPnet.5.scp
new file mode 100644
index 0000000000000000000000000000000000000000..55b0a5c4407b4a36c8bb368ba07a9a69556a7edc
--- /dev/null
+++ b/esc50_dev_fold_3/data/wav_codec_ESPnet.5.scp
@@ -0,0 +1,20 @@
+4-144085-A-16 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_3/data/wav_codec_ESPnet.5.ark:14
+4-144468-A-27 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_3/data/wav_codec_ESPnet.5.ark:10035
+4-149940-B-5 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_3/data/wav_codec_ESPnet.5.ark:20055
+4-163606-A-16 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_3/data/wav_codec_ESPnet.5.ark:30076
+4-164859-A-1 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_3/data/wav_codec_ESPnet.5.ark:40096
+4-165823-A-41 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_3/data/wav_codec_ESPnet.5.ark:50117
+4-168868-A-17 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_3/data/wav_codec_ESPnet.5.ark:60138
+4-170078-A-1 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_3/data/wav_codec_ESPnet.5.ark:70158
+4-172732-A-36 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_3/data/wav_codec_ESPnet.5.ark:80179
+4-176638-A-43 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_3/data/wav_codec_ESPnet.5.ark:90200
+4-181865-A-38 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_3/data/wav_codec_ESPnet.5.ark:100221
+4-182369-A-12 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_3/data/wav_codec_ESPnet.5.ark:110242
+4-183882-A-28 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_3/data/wav_codec_ESPnet.5.ark:120263
+4-184235-A-28 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_3/data/wav_codec_ESPnet.5.ark:130284
+4-184575-A-0 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_3/data/wav_codec_ESPnet.5.ark:140304
+4-188191-B-29 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_3/data/wav_codec_ESPnet.5.ark:150325
+4-188703-C-8 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_3/data/wav_codec_ESPnet.5.ark:160345
+4-189828-A-22 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_3/data/wav_codec_ESPnet.5.ark:170366
+4-191327-A-38 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_3/data/wav_codec_ESPnet.5.ark:180387
+4-191687-A-0 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_3/data/wav_codec_ESPnet.5.ark:190407
diff --git a/esc50_dev_fold_3/data/wav_codec_ESPnet.6.ark b/esc50_dev_fold_3/data/wav_codec_ESPnet.6.ark
new file mode 100644
index 0000000000000000000000000000000000000000..ef7140aa5936d1a5d93c118b88e32175460efaf3
Binary files /dev/null and b/esc50_dev_fold_3/data/wav_codec_ESPnet.6.ark differ
diff --git a/esc50_dev_fold_3/data/wav_codec_ESPnet.6.scp b/esc50_dev_fold_3/data/wav_codec_ESPnet.6.scp
new file mode 100644
index 0000000000000000000000000000000000000000..93a654ac1ff894d876225970f7289999b2024190
--- /dev/null
+++ b/esc50_dev_fold_3/data/wav_codec_ESPnet.6.scp
@@ -0,0 +1,20 @@
+4-193480-A-40 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_3/data/wav_codec_ESPnet.6.ark:14
+4-195707-A-13 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_3/data/wav_codec_ESPnet.6.ark:10035
+4-197103-A-6 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_3/data/wav_codec_ESPnet.6.ark:20055
+4-197454-A-28 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_3/data/wav_codec_ESPnet.6.ark:30076
+4-198360-B-49 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_3/data/wav_codec_ESPnet.6.ark:40097
+4-204684-A-37 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_3/data/wav_codec_ESPnet.6.ark:50118
+4-210000-A-23 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_3/data/wav_codec_ESPnet.6.ark:60139
+4-211502-A-30 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_3/data/wav_codec_ESPnet.6.ark:70160
+4-213915-B-3 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_3/data/wav_codec_ESPnet.6.ark:80180
+4-216211-A-14 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_3/data/wav_codec_ESPnet.6.ark:90201
+4-218199-E-35 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_3/data/wav_codec_ESPnet.6.ark:100222
+4-232495-A-6 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_3/data/wav_codec_ESPnet.6.ark:110242
+4-251959-A-47 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_3/data/wav_codec_ESPnet.6.ark:120263
+4-99644-D-4 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_3/data/wav_codec_ESPnet.6.ark:130282
+5-157204-A-16 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_3/data/wav_codec_ESPnet.6.ark:140303
+5-160614-A-48 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_3/data/wav_codec_ESPnet.6.ark:150324
+5-161270-B-33 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_3/data/wav_codec_ESPnet.6.ark:160345
+5-169983-A-5 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_3/data/wav_codec_ESPnet.6.ark:170365
+5-177034-A-18 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_3/data/wav_codec_ESPnet.6.ark:180386
+5-179496-A-16 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_3/data/wav_codec_ESPnet.6.ark:190407
diff --git a/esc50_dev_fold_3/data/wav_codec_ESPnet.7.ark b/esc50_dev_fold_3/data/wav_codec_ESPnet.7.ark
new file mode 100644
index 0000000000000000000000000000000000000000..2ed3459c7e0b4226a11300bac358a86b05c27cf4
Binary files /dev/null and b/esc50_dev_fold_3/data/wav_codec_ESPnet.7.ark differ
diff --git a/esc50_dev_fold_3/data/wav_codec_ESPnet.7.scp b/esc50_dev_fold_3/data/wav_codec_ESPnet.7.scp
new file mode 100644
index 0000000000000000000000000000000000000000..7857a9e73cd9adfaabb86c8920079f8bc3284984
--- /dev/null
+++ b/esc50_dev_fold_3/data/wav_codec_ESPnet.7.scp
@@ -0,0 +1,20 @@
+5-182404-A-18 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_3/data/wav_codec_ESPnet.7.ark:14
+5-185908-A-18 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_3/data/wav_codec_ESPnet.7.ark:10035
+5-187201-A-4 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_3/data/wav_codec_ESPnet.7.ark:20055
+5-188495-A-19 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_3/data/wav_codec_ESPnet.7.ark:30076
+5-188796-A-45 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_3/data/wav_codec_ESPnet.7.ark:40097
+5-194899-C-3 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_3/data/wav_codec_ESPnet.7.ark:50117
+5-194930-A-1 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_3/data/wav_codec_ESPnet.7.ark:60137
+5-195557-A-19 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_3/data/wav_codec_ESPnet.7.ark:70158
+5-197121-A-45 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_3/data/wav_codec_ESPnet.7.ark:80179
+5-198278-C-7 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_3/data/wav_codec_ESPnet.7.ark:90199
+5-198411-A-20 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_3/data/wav_codec_ESPnet.7.ark:100220
+5-198411-G-20 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_3/data/wav_codec_ESPnet.7.ark:110241
+5-198600-A-45 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_3/data/wav_codec_ESPnet.7.ark:120262
+5-198891-A-8 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_3/data/wav_codec_ESPnet.7.ark:130282
+5-199284-A-45 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_3/data/wav_codec_ESPnet.7.ark:140303
+5-204741-A-46 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_3/data/wav_codec_ESPnet.7.ark:150324
+5-205589-B-17 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_3/data/wav_codec_ESPnet.7.ark:160345
+5-207811-A-35 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_3/data/wav_codec_ESPnet.7.ark:170366
+5-207811-B-35 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_3/data/wav_codec_ESPnet.7.ark:180387
+5-207836-C-29 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_3/data/wav_codec_ESPnet.7.ark:190408
diff --git a/esc50_dev_fold_3/data/wav_codec_ESPnet.8.ark b/esc50_dev_fold_3/data/wav_codec_ESPnet.8.ark
new file mode 100644
index 0000000000000000000000000000000000000000..a2caf899ef2d01f7e4434bf653202277660e2330
Binary files /dev/null and b/esc50_dev_fold_3/data/wav_codec_ESPnet.8.ark differ
diff --git a/esc50_dev_fold_3/data/wav_codec_ESPnet.8.scp b/esc50_dev_fold_3/data/wav_codec_ESPnet.8.scp
new file mode 100644
index 0000000000000000000000000000000000000000..fd8ca35f0caab4b1729860fab2eea3e8f2f93652
--- /dev/null
+++ b/esc50_dev_fold_3/data/wav_codec_ESPnet.8.scp
@@ -0,0 +1,20 @@
+5-208624-A-38 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_3/data/wav_codec_ESPnet.8.ark:14
+5-213836-A-9 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_3/data/wav_codec_ESPnet.8.ark:10034
+5-215005-A-32 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_3/data/wav_codec_ESPnet.8.ark:20055
+5-216370-B-41 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_3/data/wav_codec_ESPnet.8.ark:30076
+5-217186-A-16 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_3/data/wav_codec_ESPnet.8.ark:40097
+5-218980-A-30 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_3/data/wav_codec_ESPnet.8.ark:50118
+5-219342-A-38 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_3/data/wav_codec_ESPnet.8.ark:60139
+5-219379-B-11 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_3/data/wav_codec_ESPnet.8.ark:70160
+5-221529-A-39 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_3/data/wav_codec_ESPnet.8.ark:80181
+5-221568-A-22 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_3/data/wav_codec_ESPnet.8.ark:90202
+5-234855-A-25 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_3/data/wav_codec_ESPnet.8.ark:100223
+5-235956-A-47 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_3/data/wav_codec_ESPnet.8.ark:110244
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+1-67432-A-27 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_3/data/wav_codec_ESPnet.2.ark:130271
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+2-117615-B-48 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_3/data/wav_codec_ESPnet.3.ark:90200
+2-117615-E-48 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_3/data/wav_codec_ESPnet.3.ark:100221
+2-120333-A-32 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_3/data/wav_codec_ESPnet.3.ark:110242
+2-123712-A-33 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_3/data/wav_codec_ESPnet.3.ark:120263
+2-123896-A-24 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_3/data/wav_codec_ESPnet.3.ark:130284
+2-131943-A-38 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_3/data/wav_codec_ESPnet.3.ark:140305
+2-135860-A-49 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_3/data/wav_codec_ESPnet.3.ark:150326
+2-141682-B-36 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_3/data/wav_codec_ESPnet.3.ark:160347
+2-146877-A-31 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_3/data/wav_codec_ESPnet.3.ark:170368
+2-166644-B-2 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_3/data/wav_codec_ESPnet.3.ark:180388
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+2-184077-A-49 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_3/data/wav_codec_ESPnet.4.ark:14
+2-32834-A-4 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_3/data/wav_codec_ESPnet.4.ark:10033
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+2-39443-B-19 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_3/data/wav_codec_ESPnet.4.ark:30073
+2-50665-A-20 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_3/data/wav_codec_ESPnet.4.ark:40093
+2-50666-A-20 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_3/data/wav_codec_ESPnet.4.ark:50113
+2-60180-B-49 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_3/data/wav_codec_ESPnet.4.ark:60133
+2-61311-A-12 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_3/data/wav_codec_ESPnet.4.ark:70153
+2-70052-A-42 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_3/data/wav_codec_ESPnet.4.ark:80173
+2-73027-A-10 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_3/data/wav_codec_ESPnet.4.ark:90193
+2-76408-B-22 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_3/data/wav_codec_ESPnet.4.ark:100213
+2-79769-A-26 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_3/data/wav_codec_ESPnet.4.ark:110233
+2-82077-A-7 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_3/data/wav_codec_ESPnet.4.ark:120252
+2-86160-A-27 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_3/data/wav_codec_ESPnet.4.ark:130272
+2-87794-A-24 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_3/data/wav_codec_ESPnet.4.ark:140292
+2-96654-A-47 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_3/data/wav_codec_ESPnet.4.ark:150312
+2-96904-A-27 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_3/data/wav_codec_ESPnet.4.ark:160332
+2-99955-C-7 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_3/data/wav_codec_ESPnet.4.ark:170351
+4-119647-A-48 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_3/data/wav_codec_ESPnet.4.ark:180372
+4-143118-A-7 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_3/data/wav_codec_ESPnet.4.ark:190392
+4-144085-A-16 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_3/data/wav_codec_ESPnet.5.ark:14
+4-144468-A-27 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_3/data/wav_codec_ESPnet.5.ark:10035
+4-149940-B-5 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_3/data/wav_codec_ESPnet.5.ark:20055
+4-163606-A-16 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_3/data/wav_codec_ESPnet.5.ark:30076
+4-164859-A-1 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_3/data/wav_codec_ESPnet.5.ark:40096
+4-165823-A-41 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_3/data/wav_codec_ESPnet.5.ark:50117
+4-168868-A-17 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_3/data/wav_codec_ESPnet.5.ark:60138
+4-170078-A-1 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_3/data/wav_codec_ESPnet.5.ark:70158
+4-172732-A-36 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_3/data/wav_codec_ESPnet.5.ark:80179
+4-176638-A-43 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_3/data/wav_codec_ESPnet.5.ark:90200
+4-181865-A-38 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_3/data/wav_codec_ESPnet.5.ark:100221
+4-182369-A-12 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_3/data/wav_codec_ESPnet.5.ark:110242
+4-183882-A-28 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_3/data/wav_codec_ESPnet.5.ark:120263
+4-184235-A-28 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_3/data/wav_codec_ESPnet.5.ark:130284
+4-184575-A-0 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_3/data/wav_codec_ESPnet.5.ark:140304
+4-188191-B-29 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_3/data/wav_codec_ESPnet.5.ark:150325
+4-188703-C-8 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_3/data/wav_codec_ESPnet.5.ark:160345
+4-189828-A-22 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_3/data/wav_codec_ESPnet.5.ark:170366
+4-191327-A-38 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_3/data/wav_codec_ESPnet.5.ark:180387
+4-191687-A-0 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_3/data/wav_codec_ESPnet.5.ark:190407
+4-193480-A-40 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_3/data/wav_codec_ESPnet.6.ark:14
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+4-204684-A-37 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_3/data/wav_codec_ESPnet.6.ark:50118
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+5-207836-C-29 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_3/data/wav_codec_ESPnet.7.ark:190408
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+5-219342-A-38 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_3/data/wav_codec_ESPnet.8.ark:60139
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+5-221568-A-22 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_3/data/wav_codec_ESPnet.8.ark:90202
+5-234855-A-25 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_3/data/wav_codec_ESPnet.8.ark:100223
+5-235956-A-47 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_3/data/wav_codec_ESPnet.8.ark:110244
+5-242490-A-14 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_3/data/wav_codec_ESPnet.8.ark:120265
+5-243450-A-14 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_3/data/wav_codec_ESPnet.8.ark:130286
+5-243459-A-14 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_3/data/wav_codec_ESPnet.8.ark:140307
+5-245040-A-35 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_3/data/wav_codec_ESPnet.8.ark:150328
+5-250026-B-30 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_3/data/wav_codec_ESPnet.8.ark:160349
+5-253094-D-49 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_3/data/wav_codec_ESPnet.8.ark:170370
+5-259640-A-29 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_3/data/wav_codec_ESPnet.8.ark:180391
+5-260164-A-23 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_3/data/wav_codec_ESPnet.8.ark:190412
diff --git a/esc50_dev_fold_3/logdir/codec_dump_ESPnet.1.log b/esc50_dev_fold_3/logdir/codec_dump_ESPnet.1.log
new file mode 100644
index 0000000000000000000000000000000000000000..563299de0400e52bb0a07dcb3e2e088e2d70bd97
--- /dev/null
+++ b/esc50_dev_fold_3/logdir/codec_dump_ESPnet.1.log
@@ -0,0 +1,14 @@
+# python3 pyscripts/feats/dump_codec.py --codec_choice ESPnet --codec_fs 16000 --batch_size 5 --bias 0 --dump_audio false --rank 1 --vocab_file dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_3/token_lists/codec_token_list --wav_wspecifier ark,scp:dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_3/data/wav_resyn_ESPnet.1.ark,dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_3/data/wav_resyn_ESPnet.1.scp --checkpoint_path null --config_path null --hf_model_tag espnet/mls-multi_soundstream_16k scp:dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_3/logdir/wav.1.scp ark,scp:dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_3/data/wav_codec_ESPnet.1.ark,dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_3/data/wav_codec_ESPnet.1.scp 
+# Started at Fri Oct 11 09:47:19 EDT 2024
+#
+2024-10-11 09:47:21 | INFO | dump_codec | build with codec_choice: ESPnet
+
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+2024-10-11 09:47:29 | INFO | root | config file: /ocean/projects/cis210027p/swang26/miniconda3/envs/espnet_codec_robustness/lib/python3.10/site-packages/espnet_model_zoo/models--espnet--mls-multi_soundstream_16k/snapshots/74dc5ec297a04ee035e61c66d8821195ec49f462/exp/codec_mls_multi_soundstream4_large_v1.1/config.yaml
+/ocean/projects/cis210027p/swang26/miniconda3/envs/espnet_codec_robustness/lib/python3.10/site-packages/torch/nn/utils/weight_norm.py:28: UserWarning: torch.nn.utils.weight_norm is deprecated in favor of torch.nn.utils.parametrizations.weight_norm.
+  warnings.warn("torch.nn.utils.weight_norm is deprecated in favor of torch.nn.utils.parametrizations.weight_norm.")
+/ocean/projects/cis210027p/swang26/miniconda3/envs/espnet_codec_robustness/lib/python3.10/site-packages/librosa/util/decorators.py:88: UserWarning: Empty filters detected in mel frequency basis. Some channels will produce empty responses. Try increasing your sampling rate (and fmax) or reducing n_mels.
+  return f(*args, **kwargs)
+/ocean/projects/cis210027p/swang26/miniconda3/envs/espnet_codec_robustness/lib/python3.10/site-packages/torch/nn/modules/conv.py:306: UserWarning: Applied workaround for CuDNN issue, install nvrtc.so (Triggered internally at ../aten/src/ATen/native/cudnn/Conv_v8.cpp:84.)
+  return F.conv1d(input, weight, bias, self.stride,
+# Accounting: time=13 threads=1
+# Ended (code 0) at Fri Oct 11 09:47:32 EDT 2024, elapsed time 13 seconds
diff --git a/esc50_dev_fold_3/logdir/codec_dump_ESPnet.2.log b/esc50_dev_fold_3/logdir/codec_dump_ESPnet.2.log
new file mode 100644
index 0000000000000000000000000000000000000000..3960dfea6084dade05b4ee8e2a8bcab5f8d0cd2c
--- /dev/null
+++ b/esc50_dev_fold_3/logdir/codec_dump_ESPnet.2.log
@@ -0,0 +1,14 @@
+# python3 pyscripts/feats/dump_codec.py --codec_choice ESPnet --codec_fs 16000 --batch_size 5 --bias 0 --dump_audio false --rank 2 --vocab_file dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_3/token_lists/codec_token_list --wav_wspecifier ark,scp:dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_3/data/wav_resyn_ESPnet.2.ark,dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_3/data/wav_resyn_ESPnet.2.scp --checkpoint_path null --config_path null --hf_model_tag espnet/mls-multi_soundstream_16k scp:dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_3/logdir/wav.2.scp ark,scp:dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_3/data/wav_codec_ESPnet.2.ark,dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_3/data/wav_codec_ESPnet.2.scp 
+# Started at Fri Oct 11 09:47:19 EDT 2024
+#
+2024-10-11 09:47:21 | INFO | dump_codec | build with codec_choice: ESPnet
+
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+2024-10-11 09:47:29 | INFO | root | config file: /ocean/projects/cis210027p/swang26/miniconda3/envs/espnet_codec_robustness/lib/python3.10/site-packages/espnet_model_zoo/models--espnet--mls-multi_soundstream_16k/snapshots/74dc5ec297a04ee035e61c66d8821195ec49f462/exp/codec_mls_multi_soundstream4_large_v1.1/config.yaml
+/ocean/projects/cis210027p/swang26/miniconda3/envs/espnet_codec_robustness/lib/python3.10/site-packages/torch/nn/utils/weight_norm.py:28: UserWarning: torch.nn.utils.weight_norm is deprecated in favor of torch.nn.utils.parametrizations.weight_norm.
+  warnings.warn("torch.nn.utils.weight_norm is deprecated in favor of torch.nn.utils.parametrizations.weight_norm.")
+/ocean/projects/cis210027p/swang26/miniconda3/envs/espnet_codec_robustness/lib/python3.10/site-packages/librosa/util/decorators.py:88: UserWarning: Empty filters detected in mel frequency basis. Some channels will produce empty responses. Try increasing your sampling rate (and fmax) or reducing n_mels.
+  return f(*args, **kwargs)
+/ocean/projects/cis210027p/swang26/miniconda3/envs/espnet_codec_robustness/lib/python3.10/site-packages/torch/nn/modules/conv.py:306: UserWarning: Applied workaround for CuDNN issue, install nvrtc.so (Triggered internally at ../aten/src/ATen/native/cudnn/Conv_v8.cpp:84.)
+  return F.conv1d(input, weight, bias, self.stride,
+# Accounting: time=13 threads=1
+# Ended (code 0) at Fri Oct 11 09:47:32 EDT 2024, elapsed time 13 seconds
diff --git a/esc50_dev_fold_3/logdir/codec_dump_ESPnet.3.log b/esc50_dev_fold_3/logdir/codec_dump_ESPnet.3.log
new file mode 100644
index 0000000000000000000000000000000000000000..71a7c8ba461582373cc6fa00c0f66c322280c758
--- /dev/null
+++ b/esc50_dev_fold_3/logdir/codec_dump_ESPnet.3.log
@@ -0,0 +1,14 @@
+# python3 pyscripts/feats/dump_codec.py --codec_choice ESPnet --codec_fs 16000 --batch_size 5 --bias 0 --dump_audio false --rank 3 --vocab_file dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_3/token_lists/codec_token_list --wav_wspecifier ark,scp:dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_3/data/wav_resyn_ESPnet.3.ark,dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_3/data/wav_resyn_ESPnet.3.scp --checkpoint_path null --config_path null --hf_model_tag espnet/mls-multi_soundstream_16k scp:dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_3/logdir/wav.3.scp ark,scp:dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_3/data/wav_codec_ESPnet.3.ark,dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_3/data/wav_codec_ESPnet.3.scp 
+# Started at Fri Oct 11 09:47:19 EDT 2024
+#
+2024-10-11 09:47:21 | INFO | dump_codec | build with codec_choice: ESPnet
+
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+2024-10-11 09:47:29 | INFO | root | config file: /ocean/projects/cis210027p/swang26/miniconda3/envs/espnet_codec_robustness/lib/python3.10/site-packages/espnet_model_zoo/models--espnet--mls-multi_soundstream_16k/snapshots/74dc5ec297a04ee035e61c66d8821195ec49f462/exp/codec_mls_multi_soundstream4_large_v1.1/config.yaml
+/ocean/projects/cis210027p/swang26/miniconda3/envs/espnet_codec_robustness/lib/python3.10/site-packages/torch/nn/utils/weight_norm.py:28: UserWarning: torch.nn.utils.weight_norm is deprecated in favor of torch.nn.utils.parametrizations.weight_norm.
+  warnings.warn("torch.nn.utils.weight_norm is deprecated in favor of torch.nn.utils.parametrizations.weight_norm.")
+/ocean/projects/cis210027p/swang26/miniconda3/envs/espnet_codec_robustness/lib/python3.10/site-packages/librosa/util/decorators.py:88: UserWarning: Empty filters detected in mel frequency basis. Some channels will produce empty responses. Try increasing your sampling rate (and fmax) or reducing n_mels.
+  return f(*args, **kwargs)
+/ocean/projects/cis210027p/swang26/miniconda3/envs/espnet_codec_robustness/lib/python3.10/site-packages/torch/nn/modules/conv.py:306: UserWarning: Applied workaround for CuDNN issue, install nvrtc.so (Triggered internally at ../aten/src/ATen/native/cudnn/Conv_v8.cpp:84.)
+  return F.conv1d(input, weight, bias, self.stride,
+# Accounting: time=13 threads=1
+# Ended (code 0) at Fri Oct 11 09:47:32 EDT 2024, elapsed time 13 seconds
diff --git a/esc50_dev_fold_3/logdir/codec_dump_ESPnet.4.log b/esc50_dev_fold_3/logdir/codec_dump_ESPnet.4.log
new file mode 100644
index 0000000000000000000000000000000000000000..683f98e864fc3954eac5a0df9434a9899b25442b
--- /dev/null
+++ b/esc50_dev_fold_3/logdir/codec_dump_ESPnet.4.log
@@ -0,0 +1,14 @@
+# python3 pyscripts/feats/dump_codec.py --codec_choice ESPnet --codec_fs 16000 --batch_size 5 --bias 0 --dump_audio false --rank 4 --vocab_file dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_3/token_lists/codec_token_list --wav_wspecifier ark,scp:dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_3/data/wav_resyn_ESPnet.4.ark,dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_3/data/wav_resyn_ESPnet.4.scp --checkpoint_path null --config_path null --hf_model_tag espnet/mls-multi_soundstream_16k scp:dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_3/logdir/wav.4.scp ark,scp:dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_3/data/wav_codec_ESPnet.4.ark,dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_3/data/wav_codec_ESPnet.4.scp 
+# Started at Fri Oct 11 09:47:19 EDT 2024
+#
+2024-10-11 09:47:21 | INFO | dump_codec | build with codec_choice: ESPnet
+
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+2024-10-11 09:47:29 | INFO | root | config file: /ocean/projects/cis210027p/swang26/miniconda3/envs/espnet_codec_robustness/lib/python3.10/site-packages/espnet_model_zoo/models--espnet--mls-multi_soundstream_16k/snapshots/74dc5ec297a04ee035e61c66d8821195ec49f462/exp/codec_mls_multi_soundstream4_large_v1.1/config.yaml
+/ocean/projects/cis210027p/swang26/miniconda3/envs/espnet_codec_robustness/lib/python3.10/site-packages/torch/nn/utils/weight_norm.py:28: UserWarning: torch.nn.utils.weight_norm is deprecated in favor of torch.nn.utils.parametrizations.weight_norm.
+  warnings.warn("torch.nn.utils.weight_norm is deprecated in favor of torch.nn.utils.parametrizations.weight_norm.")
+/ocean/projects/cis210027p/swang26/miniconda3/envs/espnet_codec_robustness/lib/python3.10/site-packages/librosa/util/decorators.py:88: UserWarning: Empty filters detected in mel frequency basis. Some channels will produce empty responses. Try increasing your sampling rate (and fmax) or reducing n_mels.
+  return f(*args, **kwargs)
+/ocean/projects/cis210027p/swang26/miniconda3/envs/espnet_codec_robustness/lib/python3.10/site-packages/torch/nn/modules/conv.py:306: UserWarning: Applied workaround for CuDNN issue, install nvrtc.so (Triggered internally at ../aten/src/ATen/native/cudnn/Conv_v8.cpp:84.)
+  return F.conv1d(input, weight, bias, self.stride,
+# Accounting: time=13 threads=1
+# Ended (code 0) at Fri Oct 11 09:47:32 EDT 2024, elapsed time 13 seconds
diff --git a/esc50_dev_fold_3/logdir/codec_dump_ESPnet.5.log b/esc50_dev_fold_3/logdir/codec_dump_ESPnet.5.log
new file mode 100644
index 0000000000000000000000000000000000000000..5b5ea34d5ef4351c337269409158db3e717768a3
--- /dev/null
+++ b/esc50_dev_fold_3/logdir/codec_dump_ESPnet.5.log
@@ -0,0 +1,14 @@
+# python3 pyscripts/feats/dump_codec.py --codec_choice ESPnet --codec_fs 16000 --batch_size 5 --bias 0 --dump_audio false --rank 5 --vocab_file dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_3/token_lists/codec_token_list --wav_wspecifier ark,scp:dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_3/data/wav_resyn_ESPnet.5.ark,dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_3/data/wav_resyn_ESPnet.5.scp --checkpoint_path null --config_path null --hf_model_tag espnet/mls-multi_soundstream_16k scp:dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_3/logdir/wav.5.scp ark,scp:dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_3/data/wav_codec_ESPnet.5.ark,dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_3/data/wav_codec_ESPnet.5.scp 
+# Started at Fri Oct 11 09:47:32 EDT 2024
+#
+2024-10-11 09:47:34 | INFO | dump_codec | build with codec_choice: ESPnet
+
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+2024-10-11 09:47:42 | INFO | root | config file: /ocean/projects/cis210027p/swang26/miniconda3/envs/espnet_codec_robustness/lib/python3.10/site-packages/espnet_model_zoo/models--espnet--mls-multi_soundstream_16k/snapshots/74dc5ec297a04ee035e61c66d8821195ec49f462/exp/codec_mls_multi_soundstream4_large_v1.1/config.yaml
+/ocean/projects/cis210027p/swang26/miniconda3/envs/espnet_codec_robustness/lib/python3.10/site-packages/torch/nn/utils/weight_norm.py:28: UserWarning: torch.nn.utils.weight_norm is deprecated in favor of torch.nn.utils.parametrizations.weight_norm.
+  warnings.warn("torch.nn.utils.weight_norm is deprecated in favor of torch.nn.utils.parametrizations.weight_norm.")
+/ocean/projects/cis210027p/swang26/miniconda3/envs/espnet_codec_robustness/lib/python3.10/site-packages/librosa/util/decorators.py:88: UserWarning: Empty filters detected in mel frequency basis. Some channels will produce empty responses. Try increasing your sampling rate (and fmax) or reducing n_mels.
+  return f(*args, **kwargs)
+/ocean/projects/cis210027p/swang26/miniconda3/envs/espnet_codec_robustness/lib/python3.10/site-packages/torch/nn/modules/conv.py:306: UserWarning: Applied workaround for CuDNN issue, install nvrtc.so (Triggered internally at ../aten/src/ATen/native/cudnn/Conv_v8.cpp:84.)
+  return F.conv1d(input, weight, bias, self.stride,
+# Accounting: time=14 threads=1
+# Ended (code 0) at Fri Oct 11 09:47:46 EDT 2024, elapsed time 14 seconds
diff --git a/esc50_dev_fold_3/logdir/codec_dump_ESPnet.6.log b/esc50_dev_fold_3/logdir/codec_dump_ESPnet.6.log
new file mode 100644
index 0000000000000000000000000000000000000000..2f7124be3cb2043677ae833041b840f178200f2f
--- /dev/null
+++ b/esc50_dev_fold_3/logdir/codec_dump_ESPnet.6.log
@@ -0,0 +1,14 @@
+# python3 pyscripts/feats/dump_codec.py --codec_choice ESPnet --codec_fs 16000 --batch_size 5 --bias 0 --dump_audio false --rank 6 --vocab_file dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_3/token_lists/codec_token_list --wav_wspecifier ark,scp:dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_3/data/wav_resyn_ESPnet.6.ark,dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_3/data/wav_resyn_ESPnet.6.scp --checkpoint_path null --config_path null --hf_model_tag espnet/mls-multi_soundstream_16k scp:dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_3/logdir/wav.6.scp ark,scp:dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_3/data/wav_codec_ESPnet.6.ark,dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_3/data/wav_codec_ESPnet.6.scp 
+# Started at Fri Oct 11 09:47:32 EDT 2024
+#
+2024-10-11 09:47:34 | INFO | dump_codec | build with codec_choice: ESPnet
+
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+2024-10-11 09:47:42 | INFO | root | config file: /ocean/projects/cis210027p/swang26/miniconda3/envs/espnet_codec_robustness/lib/python3.10/site-packages/espnet_model_zoo/models--espnet--mls-multi_soundstream_16k/snapshots/74dc5ec297a04ee035e61c66d8821195ec49f462/exp/codec_mls_multi_soundstream4_large_v1.1/config.yaml
+/ocean/projects/cis210027p/swang26/miniconda3/envs/espnet_codec_robustness/lib/python3.10/site-packages/torch/nn/utils/weight_norm.py:28: UserWarning: torch.nn.utils.weight_norm is deprecated in favor of torch.nn.utils.parametrizations.weight_norm.
+  warnings.warn("torch.nn.utils.weight_norm is deprecated in favor of torch.nn.utils.parametrizations.weight_norm.")
+/ocean/projects/cis210027p/swang26/miniconda3/envs/espnet_codec_robustness/lib/python3.10/site-packages/librosa/util/decorators.py:88: UserWarning: Empty filters detected in mel frequency basis. Some channels will produce empty responses. Try increasing your sampling rate (and fmax) or reducing n_mels.
+  return f(*args, **kwargs)
+/ocean/projects/cis210027p/swang26/miniconda3/envs/espnet_codec_robustness/lib/python3.10/site-packages/torch/nn/modules/conv.py:306: UserWarning: Applied workaround for CuDNN issue, install nvrtc.so (Triggered internally at ../aten/src/ATen/native/cudnn/Conv_v8.cpp:84.)
+  return F.conv1d(input, weight, bias, self.stride,
+# Accounting: time=14 threads=1
+# Ended (code 0) at Fri Oct 11 09:47:46 EDT 2024, elapsed time 14 seconds
diff --git a/esc50_dev_fold_3/logdir/codec_dump_ESPnet.7.log b/esc50_dev_fold_3/logdir/codec_dump_ESPnet.7.log
new file mode 100644
index 0000000000000000000000000000000000000000..fe6cde554bb1e268064e719ffdeb71549a7c4b0e
--- /dev/null
+++ b/esc50_dev_fold_3/logdir/codec_dump_ESPnet.7.log
@@ -0,0 +1,14 @@
+# python3 pyscripts/feats/dump_codec.py --codec_choice ESPnet --codec_fs 16000 --batch_size 5 --bias 0 --dump_audio false --rank 7 --vocab_file dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_3/token_lists/codec_token_list --wav_wspecifier ark,scp:dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_3/data/wav_resyn_ESPnet.7.ark,dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_3/data/wav_resyn_ESPnet.7.scp --checkpoint_path null --config_path null --hf_model_tag espnet/mls-multi_soundstream_16k scp:dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_3/logdir/wav.7.scp ark,scp:dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_3/data/wav_codec_ESPnet.7.ark,dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_3/data/wav_codec_ESPnet.7.scp 
+# Started at Fri Oct 11 09:47:32 EDT 2024
+#
+2024-10-11 09:47:34 | INFO | dump_codec | build with codec_choice: ESPnet
+
Fetching 30 files:   0%|          | 0/30 [00:00<?, ?it/s]
Fetching 30 files: 100%|██████████| 30/30 [00:00<00:00, 5744.83it/s]
+2024-10-11 09:47:42 | INFO | root | config file: /ocean/projects/cis210027p/swang26/miniconda3/envs/espnet_codec_robustness/lib/python3.10/site-packages/espnet_model_zoo/models--espnet--mls-multi_soundstream_16k/snapshots/74dc5ec297a04ee035e61c66d8821195ec49f462/exp/codec_mls_multi_soundstream4_large_v1.1/config.yaml
+/ocean/projects/cis210027p/swang26/miniconda3/envs/espnet_codec_robustness/lib/python3.10/site-packages/torch/nn/utils/weight_norm.py:28: UserWarning: torch.nn.utils.weight_norm is deprecated in favor of torch.nn.utils.parametrizations.weight_norm.
+  warnings.warn("torch.nn.utils.weight_norm is deprecated in favor of torch.nn.utils.parametrizations.weight_norm.")
+/ocean/projects/cis210027p/swang26/miniconda3/envs/espnet_codec_robustness/lib/python3.10/site-packages/librosa/util/decorators.py:88: UserWarning: Empty filters detected in mel frequency basis. Some channels will produce empty responses. Try increasing your sampling rate (and fmax) or reducing n_mels.
+  return f(*args, **kwargs)
+/ocean/projects/cis210027p/swang26/miniconda3/envs/espnet_codec_robustness/lib/python3.10/site-packages/torch/nn/modules/conv.py:306: UserWarning: Applied workaround for CuDNN issue, install nvrtc.so (Triggered internally at ../aten/src/ATen/native/cudnn/Conv_v8.cpp:84.)
+  return F.conv1d(input, weight, bias, self.stride,
+# Accounting: time=14 threads=1
+# Ended (code 0) at Fri Oct 11 09:47:46 EDT 2024, elapsed time 14 seconds
diff --git a/esc50_dev_fold_3/logdir/codec_dump_ESPnet.8.log b/esc50_dev_fold_3/logdir/codec_dump_ESPnet.8.log
new file mode 100644
index 0000000000000000000000000000000000000000..4d6c4d80f065e0d5dcdced3b6794bd6317fbe722
--- /dev/null
+++ b/esc50_dev_fold_3/logdir/codec_dump_ESPnet.8.log
@@ -0,0 +1,14 @@
+# python3 pyscripts/feats/dump_codec.py --codec_choice ESPnet --codec_fs 16000 --batch_size 5 --bias 0 --dump_audio false --rank 8 --vocab_file dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_3/token_lists/codec_token_list --wav_wspecifier ark,scp:dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_3/data/wav_resyn_ESPnet.8.ark,dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_3/data/wav_resyn_ESPnet.8.scp --checkpoint_path null --config_path null --hf_model_tag espnet/mls-multi_soundstream_16k scp:dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_3/logdir/wav.8.scp ark,scp:dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_3/data/wav_codec_ESPnet.8.ark,dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_3/data/wav_codec_ESPnet.8.scp 
+# Started at Fri Oct 11 09:47:32 EDT 2024
+#
+2024-10-11 09:47:34 | INFO | dump_codec | build with codec_choice: ESPnet
+
Fetching 30 files:   0%|          | 0/30 [00:00<?, ?it/s]
Fetching 30 files: 100%|██████████| 30/30 [00:00<00:00, 5812.77it/s]
+2024-10-11 09:47:42 | INFO | root | config file: /ocean/projects/cis210027p/swang26/miniconda3/envs/espnet_codec_robustness/lib/python3.10/site-packages/espnet_model_zoo/models--espnet--mls-multi_soundstream_16k/snapshots/74dc5ec297a04ee035e61c66d8821195ec49f462/exp/codec_mls_multi_soundstream4_large_v1.1/config.yaml
+/ocean/projects/cis210027p/swang26/miniconda3/envs/espnet_codec_robustness/lib/python3.10/site-packages/torch/nn/utils/weight_norm.py:28: UserWarning: torch.nn.utils.weight_norm is deprecated in favor of torch.nn.utils.parametrizations.weight_norm.
+  warnings.warn("torch.nn.utils.weight_norm is deprecated in favor of torch.nn.utils.parametrizations.weight_norm.")
+/ocean/projects/cis210027p/swang26/miniconda3/envs/espnet_codec_robustness/lib/python3.10/site-packages/librosa/util/decorators.py:88: UserWarning: Empty filters detected in mel frequency basis. Some channels will produce empty responses. Try increasing your sampling rate (and fmax) or reducing n_mels.
+  return f(*args, **kwargs)
+/ocean/projects/cis210027p/swang26/miniconda3/envs/espnet_codec_robustness/lib/python3.10/site-packages/torch/nn/modules/conv.py:306: UserWarning: Applied workaround for CuDNN issue, install nvrtc.so (Triggered internally at ../aten/src/ATen/native/cudnn/Conv_v8.cpp:84.)
+  return F.conv1d(input, weight, bias, self.stride,
+# Accounting: time=14 threads=1
+# Ended (code 0) at Fri Oct 11 09:47:46 EDT 2024, elapsed time 14 seconds
diff --git a/esc50_dev_fold_3/logdir/wav.1.scp b/esc50_dev_fold_3/logdir/wav.1.scp
new file mode 100644
index 0000000000000000000000000000000000000000..c777094dda31e77fd1bf34b9ef64f093878cd248
--- /dev/null
+++ b/esc50_dev_fold_3/logdir/wav.1.scp
@@ -0,0 +1,20 @@
+1-103298-A-9 dump_16000/audio_raw_tts_esc/org/esc50_dev_fold_3/data/format.1/data_wav.ark:13
+1-12653-A-15 dump_16000/audio_raw_tts_esc/org/esc50_dev_fold_3/data/format.1/data_wav.ark:117408
+1-137296-A-16 dump_16000/audio_raw_tts_esc/org/esc50_dev_fold_3/data/format.1/data_wav.ark:199806
+1-160563-B-48 dump_16000/audio_raw_tts_esc/org/esc50_dev_fold_3/data/format.1/data_wav.ark:299854
+1-17124-A-43 dump_16000/audio_raw_tts_esc/org/esc50_dev_fold_3/data/format.1/data_wav.ark:369195
+1-172649-F-40 dump_16000/audio_raw_tts_esc/org/esc50_dev_fold_3/data/format.1/data_wav.ark:384889
+1-17742-A-12 dump_16000/audio_raw_tts_esc/org/esc50_dev_fold_3/data/format.1/data_wav.ark:512281
+1-18527-B-44 dump_16000/audio_raw_tts_esc/org/esc50_dev_fold_3/data/format.1/data_wav.ark:599390
+1-18755-B-4 dump_16000/audio_raw_tts_esc/org/esc50_dev_fold_3/data/format.1/data_wav.ark:695221
+1-19872-B-36 dump_16000/audio_raw_tts_esc/org/esc50_dev_fold_3/data/format.1/data_wav.ark:805369
+1-208757-C-2 dump_16000/audio_raw_tts_esc/org/esc50_dev_fold_3/data/format.1/data_wav.ark:931316
+1-208757-D-2 dump_16000/audio_raw_tts_esc/org/esc50_dev_fold_3/data/format.1/data_wav.ark:1049037
+1-21189-A-10 dump_16000/audio_raw_tts_esc/org/esc50_dev_fold_3/data/format.1/data_wav.ark:1169450
+1-21421-A-46 dump_16000/audio_raw_tts_esc/org/esc50_dev_fold_3/data/format.1/data_wav.ark:1302667
+1-21935-A-38 dump_16000/audio_raw_tts_esc/org/esc50_dev_fold_3/data/format.1/data_wav.ark:1425476
+1-30344-A-0 dump_16000/audio_raw_tts_esc/org/esc50_dev_fold_3/data/format.1/data_wav.ark:1510865
+1-34119-A-1 dump_16000/audio_raw_tts_esc/org/esc50_dev_fold_3/data/format.1/data_wav.ark:1581542
+1-34853-A-37 dump_16000/audio_raw_tts_esc/org/esc50_dev_fold_3/data/format.1/data_wav.ark:1620244
+1-37226-A-29 dump_16000/audio_raw_tts_esc/org/esc50_dev_fold_3/data/format.1/data_wav.ark:1741235
+1-39835-B-9 dump_16000/audio_raw_tts_esc/org/esc50_dev_fold_3/data/format.1/data_wav.ark:1785352
diff --git a/esc50_dev_fold_3/logdir/wav.2.scp b/esc50_dev_fold_3/logdir/wav.2.scp
new file mode 100644
index 0000000000000000000000000000000000000000..d7cd876a3100f5690c322457f4ab426529d3e27f
--- /dev/null
+++ b/esc50_dev_fold_3/logdir/wav.2.scp
@@ -0,0 +1,20 @@
+1-40730-A-1 dump_16000/audio_raw_tts_esc/org/esc50_dev_fold_3/data/format.2/data_wav.ark:12
+1-40967-A-28 dump_16000/audio_raw_tts_esc/org/esc50_dev_fold_3/data/format.2/data_wav.ark:55970
+1-50623-A-15 dump_16000/audio_raw_tts_esc/org/esc50_dev_fold_3/data/format.2/data_wav.ark:128179
+1-51147-A-25 dump_16000/audio_raw_tts_esc/org/esc50_dev_fold_3/data/format.2/data_wav.ark:178588
+1-51805-D-33 dump_16000/audio_raw_tts_esc/org/esc50_dev_fold_3/data/format.2/data_wav.ark:251544
+1-53467-A-47 dump_16000/audio_raw_tts_esc/org/esc50_dev_fold_3/data/format.2/data_wav.ark:335821
+1-54065-A-45 dump_16000/audio_raw_tts_esc/org/esc50_dev_fold_3/data/format.2/data_wav.ark:436210
+1-54918-B-14 dump_16000/audio_raw_tts_esc/org/esc50_dev_fold_3/data/format.2/data_wav.ark:550535
+1-57316-A-13 dump_16000/audio_raw_tts_esc/org/esc50_dev_fold_3/data/format.2/data_wav.ark:645041
+1-57795-A-8 dump_16000/audio_raw_tts_esc/org/esc50_dev_fold_3/data/format.2/data_wav.ark:720623
+1-58923-A-27 dump_16000/audio_raw_tts_esc/org/esc50_dev_fold_3/data/format.2/data_wav.ark:808198
+1-60997-B-20 dump_16000/audio_raw_tts_esc/org/esc50_dev_fold_3/data/format.2/data_wav.ark:935722
+1-61252-A-11 dump_16000/audio_raw_tts_esc/org/esc50_dev_fold_3/data/format.2/data_wav.ark:1045522
+1-67432-A-27 dump_16000/audio_raw_tts_esc/org/esc50_dev_fold_3/data/format.2/data_wav.ark:1170190
+1-79113-A-5 dump_16000/audio_raw_tts_esc/org/esc50_dev_fold_3/data/format.2/data_wav.ark:1289319
+1-79220-A-17 dump_16000/audio_raw_tts_esc/org/esc50_dev_fold_3/data/format.2/data_wav.ark:1352514
+1-85123-A-31 dump_16000/audio_raw_tts_esc/org/esc50_dev_fold_3/data/format.2/data_wav.ark:1442892
+1-90797-A-15 dump_16000/audio_raw_tts_esc/org/esc50_dev_fold_3/data/format.2/data_wav.ark:1520597
+2-100786-A-1 dump_16000/audio_raw_tts_esc/org/esc50_dev_fold_3/data/format.2/data_wav.ark:1547235
+2-102414-F-17 dump_16000/audio_raw_tts_esc/org/esc50_dev_fold_3/data/format.2/data_wav.ark:1605133
diff --git a/esc50_dev_fold_3/logdir/wav.3.scp b/esc50_dev_fold_3/logdir/wav.3.scp
new file mode 100644
index 0000000000000000000000000000000000000000..e14437e6913bc9f6a572525ae88028907942b799
--- /dev/null
+++ b/esc50_dev_fold_3/logdir/wav.3.scp
@@ -0,0 +1,20 @@
+2-102852-A-11 dump_16000/audio_raw_tts_esc/org/esc50_dev_fold_3/data/format.3/data_wav.ark:14
+2-103427-A-3 dump_16000/audio_raw_tts_esc/org/esc50_dev_fold_3/data/format.3/data_wav.ark:128199
+2-104476-A-37 dump_16000/audio_raw_tts_esc/org/esc50_dev_fold_3/data/format.3/data_wav.ark:173409
+2-107228-A-44 dump_16000/audio_raw_tts_esc/org/esc50_dev_fold_3/data/format.3/data_wav.ark:273615
+2-108767-A-9 dump_16000/audio_raw_tts_esc/org/esc50_dev_fold_3/data/format.3/data_wav.ark:388589
+2-109371-A-16 dump_16000/audio_raw_tts_esc/org/esc50_dev_fold_3/data/format.3/data_wav.ark:479291
+2-109374-A-16 dump_16000/audio_raw_tts_esc/org/esc50_dev_fold_3/data/format.3/data_wav.ark:584451
+2-114280-A-0 dump_16000/audio_raw_tts_esc/org/esc50_dev_fold_3/data/format.3/data_wav.ark:664603
+2-114609-A-28 dump_16000/audio_raw_tts_esc/org/esc50_dev_fold_3/data/format.3/data_wav.ark:718130
+2-117615-B-48 dump_16000/audio_raw_tts_esc/org/esc50_dev_fold_3/data/format.3/data_wav.ark:772281
+2-117615-E-48 dump_16000/audio_raw_tts_esc/org/esc50_dev_fold_3/data/format.3/data_wav.ark:843456
+2-120333-A-32 dump_16000/audio_raw_tts_esc/org/esc50_dev_fold_3/data/format.3/data_wav.ark:930980
+2-123712-A-33 dump_16000/audio_raw_tts_esc/org/esc50_dev_fold_3/data/format.3/data_wav.ark:1037287
+2-123896-A-24 dump_16000/audio_raw_tts_esc/org/esc50_dev_fold_3/data/format.3/data_wav.ark:1100053
+2-131943-A-38 dump_16000/audio_raw_tts_esc/org/esc50_dev_fold_3/data/format.3/data_wav.ark:1180358
+2-135860-A-49 dump_16000/audio_raw_tts_esc/org/esc50_dev_fold_3/data/format.3/data_wav.ark:1274369
+2-141682-B-36 dump_16000/audio_raw_tts_esc/org/esc50_dev_fold_3/data/format.3/data_wav.ark:1347332
+2-146877-A-31 dump_16000/audio_raw_tts_esc/org/esc50_dev_fold_3/data/format.3/data_wav.ark:1488384
+2-166644-B-2 dump_16000/audio_raw_tts_esc/org/esc50_dev_fold_3/data/format.3/data_wav.ark:1542737
+2-166644-C-2 dump_16000/audio_raw_tts_esc/org/esc50_dev_fold_3/data/format.3/data_wav.ark:1649622
diff --git a/esc50_dev_fold_3/logdir/wav.4.scp b/esc50_dev_fold_3/logdir/wav.4.scp
new file mode 100644
index 0000000000000000000000000000000000000000..47300c0dc8ad7835d603306beaa9945da27b6239
--- /dev/null
+++ b/esc50_dev_fold_3/logdir/wav.4.scp
@@ -0,0 +1,20 @@
+2-184077-A-49 dump_16000/audio_raw_tts_esc/org/esc50_dev_fold_3/data/format.4/data_wav.ark:14
+2-32834-A-4 dump_16000/audio_raw_tts_esc/org/esc50_dev_fold_3/data/format.4/data_wav.ark:91395
+2-37806-D-40 dump_16000/audio_raw_tts_esc/org/esc50_dev_fold_3/data/format.4/data_wav.ark:201488
+2-39443-B-19 dump_16000/audio_raw_tts_esc/org/esc50_dev_fold_3/data/format.4/data_wav.ark:320473
+2-50665-A-20 dump_16000/audio_raw_tts_esc/org/esc50_dev_fold_3/data/format.4/data_wav.ark:409024
+2-50666-A-20 dump_16000/audio_raw_tts_esc/org/esc50_dev_fold_3/data/format.4/data_wav.ark:474361
+2-60180-B-49 dump_16000/audio_raw_tts_esc/org/esc50_dev_fold_3/data/format.4/data_wav.ark:574254
+2-61311-A-12 dump_16000/audio_raw_tts_esc/org/esc50_dev_fold_3/data/format.4/data_wav.ark:687868
+2-70052-A-42 dump_16000/audio_raw_tts_esc/org/esc50_dev_fold_3/data/format.4/data_wav.ark:766870
+2-73027-A-10 dump_16000/audio_raw_tts_esc/org/esc50_dev_fold_3/data/format.4/data_wav.ark:895402
+2-76408-B-22 dump_16000/audio_raw_tts_esc/org/esc50_dev_fold_3/data/format.4/data_wav.ark:1025578
+2-79769-A-26 dump_16000/audio_raw_tts_esc/org/esc50_dev_fold_3/data/format.4/data_wav.ark:1142206
+2-82077-A-7 dump_16000/audio_raw_tts_esc/org/esc50_dev_fold_3/data/format.4/data_wav.ark:1237761
+2-86160-A-27 dump_16000/audio_raw_tts_esc/org/esc50_dev_fold_3/data/format.4/data_wav.ark:1331608
+2-87794-A-24 dump_16000/audio_raw_tts_esc/org/esc50_dev_fold_3/data/format.4/data_wav.ark:1426671
+2-96654-A-47 dump_16000/audio_raw_tts_esc/org/esc50_dev_fold_3/data/format.4/data_wav.ark:1483095
+2-96904-A-27 dump_16000/audio_raw_tts_esc/org/esc50_dev_fold_3/data/format.4/data_wav.ark:1581675
+2-99955-C-7 dump_16000/audio_raw_tts_esc/org/esc50_dev_fold_3/data/format.4/data_wav.ark:1668004
+4-119647-A-48 dump_16000/audio_raw_tts_esc/org/esc50_dev_fold_3/data/format.4/data_wav.ark:1731615
+4-143118-A-7 dump_16000/audio_raw_tts_esc/org/esc50_dev_fold_3/data/format.4/data_wav.ark:1792948
diff --git a/esc50_dev_fold_3/logdir/wav.5.scp b/esc50_dev_fold_3/logdir/wav.5.scp
new file mode 100644
index 0000000000000000000000000000000000000000..0904b4dc0e8905219c42131c47a0f01f62d133e9
--- /dev/null
+++ b/esc50_dev_fold_3/logdir/wav.5.scp
@@ -0,0 +1,20 @@
+4-144085-A-16 dump_16000/audio_raw_tts_esc/org/esc50_dev_fold_3/data/format.5/data_wav.ark:14
+4-144468-A-27 dump_16000/audio_raw_tts_esc/org/esc50_dev_fold_3/data/format.5/data_wav.ark:83960
+4-149940-B-5 dump_16000/audio_raw_tts_esc/org/esc50_dev_fold_3/data/format.5/data_wav.ark:192211
+4-163606-A-16 dump_16000/audio_raw_tts_esc/org/esc50_dev_fold_3/data/format.5/data_wav.ark:266704
+4-164859-A-1 dump_16000/audio_raw_tts_esc/org/esc50_dev_fold_3/data/format.5/data_wav.ark:350750
+4-165823-A-41 dump_16000/audio_raw_tts_esc/org/esc50_dev_fold_3/data/format.5/data_wav.ark:398774
+4-168868-A-17 dump_16000/audio_raw_tts_esc/org/esc50_dev_fold_3/data/format.5/data_wav.ark:534737
+4-170078-A-1 dump_16000/audio_raw_tts_esc/org/esc50_dev_fold_3/data/format.5/data_wav.ark:624196
+4-172732-A-36 dump_16000/audio_raw_tts_esc/org/esc50_dev_fold_3/data/format.5/data_wav.ark:669633
+4-176638-A-43 dump_16000/audio_raw_tts_esc/org/esc50_dev_fold_3/data/format.5/data_wav.ark:807586
+4-181865-A-38 dump_16000/audio_raw_tts_esc/org/esc50_dev_fold_3/data/format.5/data_wav.ark:905057
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+4-184575-A-0 dump_16000/audio_raw_tts_esc/org/esc50_dev_fold_3/data/format.5/data_wav.ark:1228639
+4-188191-B-29 dump_16000/audio_raw_tts_esc/org/esc50_dev_fold_3/data/format.5/data_wav.ark:1296923
+4-188703-C-8 dump_16000/audio_raw_tts_esc/org/esc50_dev_fold_3/data/format.5/data_wav.ark:1363646
+4-189828-A-22 dump_16000/audio_raw_tts_esc/org/esc50_dev_fold_3/data/format.5/data_wav.ark:1448615
+4-191327-A-38 dump_16000/audio_raw_tts_esc/org/esc50_dev_fold_3/data/format.5/data_wav.ark:1574581
+4-191687-A-0 dump_16000/audio_raw_tts_esc/org/esc50_dev_fold_3/data/format.5/data_wav.ark:1649693
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diff --git a/esc50_dev_fold_3/token_lists/g2p_token_list b/esc50_dev_fold_3/token_lists/g2p_token_list
new file mode 100644
index 0000000000000000000000000000000000000000..08fd9bd1361a33ed6a05013b19fe649db3d98a1e
--- /dev/null
+++ b/esc50_dev_fold_3/token_lists/g2p_token_list
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diff --git a/esc50_dev_fold_3/utt2spk b/esc50_dev_fold_3/utt2spk
new file mode 100644
index 0000000000000000000000000000000000000000..b3054819b4acda6b603dea18f0bf06fee8a2b708
--- /dev/null
+++ b/esc50_dev_fold_3/utt2spk
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diff --git a/esc50_dev_fold_3/wav.scp b/esc50_dev_fold_3/wav.scp
new file mode 100644
index 0000000000000000000000000000000000000000..4cccfa7337b3df4e5223a19c0417aab76be27f03
--- /dev/null
+++ b/esc50_dev_fold_3/wav.scp
@@ -0,0 +1,160 @@
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+4-176638-A-43 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_3/data/wav_codec_ESPnet.5.ark:90200
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+4-195707-A-13 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_3/data/wav_codec_ESPnet.6.ark:10035
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+4-210000-A-23 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_3/data/wav_codec_ESPnet.6.ark:60139
+4-211502-A-30 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_3/data/wav_codec_ESPnet.6.ark:70160
+4-213915-B-3 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_3/data/wav_codec_ESPnet.6.ark:80180
+4-216211-A-14 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_3/data/wav_codec_ESPnet.6.ark:90201
+4-218199-E-35 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_3/data/wav_codec_ESPnet.6.ark:100222
+4-232495-A-6 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_3/data/wav_codec_ESPnet.6.ark:110242
+4-251959-A-47 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_3/data/wav_codec_ESPnet.6.ark:120263
+4-99644-D-4 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_3/data/wav_codec_ESPnet.6.ark:130282
+5-157204-A-16 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_3/data/wav_codec_ESPnet.6.ark:140303
+5-160614-A-48 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_3/data/wav_codec_ESPnet.6.ark:150324
+5-161270-B-33 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_3/data/wav_codec_ESPnet.6.ark:160345
+5-169983-A-5 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_3/data/wav_codec_ESPnet.6.ark:170365
+5-177034-A-18 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_3/data/wav_codec_ESPnet.6.ark:180386
+5-179496-A-16 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_3/data/wav_codec_ESPnet.6.ark:190407
+5-182404-A-18 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_3/data/wav_codec_ESPnet.7.ark:14
+5-185908-A-18 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_3/data/wav_codec_ESPnet.7.ark:10035
+5-187201-A-4 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_3/data/wav_codec_ESPnet.7.ark:20055
+5-188495-A-19 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_3/data/wav_codec_ESPnet.7.ark:30076
+5-188796-A-45 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_3/data/wav_codec_ESPnet.7.ark:40097
+5-194899-C-3 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_3/data/wav_codec_ESPnet.7.ark:50117
+5-194930-A-1 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_3/data/wav_codec_ESPnet.7.ark:60137
+5-195557-A-19 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_3/data/wav_codec_ESPnet.7.ark:70158
+5-197121-A-45 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_3/data/wav_codec_ESPnet.7.ark:80179
+5-198278-C-7 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_3/data/wav_codec_ESPnet.7.ark:90199
+5-198411-A-20 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_3/data/wav_codec_ESPnet.7.ark:100220
+5-198411-G-20 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_3/data/wav_codec_ESPnet.7.ark:110241
+5-198600-A-45 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_3/data/wav_codec_ESPnet.7.ark:120262
+5-198891-A-8 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_3/data/wav_codec_ESPnet.7.ark:130282
+5-199284-A-45 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_3/data/wav_codec_ESPnet.7.ark:140303
+5-204741-A-46 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_3/data/wav_codec_ESPnet.7.ark:150324
+5-205589-B-17 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_3/data/wav_codec_ESPnet.7.ark:160345
+5-207811-A-35 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_3/data/wav_codec_ESPnet.7.ark:170366
+5-207811-B-35 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_3/data/wav_codec_ESPnet.7.ark:180387
+5-207836-C-29 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_3/data/wav_codec_ESPnet.7.ark:190408
+5-208624-A-38 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_3/data/wav_codec_ESPnet.8.ark:14
+5-213836-A-9 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_3/data/wav_codec_ESPnet.8.ark:10034
+5-215005-A-32 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_3/data/wav_codec_ESPnet.8.ark:20055
+5-216370-B-41 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_3/data/wav_codec_ESPnet.8.ark:30076
+5-217186-A-16 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_3/data/wav_codec_ESPnet.8.ark:40097
+5-218980-A-30 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_3/data/wav_codec_ESPnet.8.ark:50118
+5-219342-A-38 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_3/data/wav_codec_ESPnet.8.ark:60139
+5-219379-B-11 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_3/data/wav_codec_ESPnet.8.ark:70160
+5-221529-A-39 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_3/data/wav_codec_ESPnet.8.ark:80181
+5-221568-A-22 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_3/data/wav_codec_ESPnet.8.ark:90202
+5-234855-A-25 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_3/data/wav_codec_ESPnet.8.ark:100223
+5-235956-A-47 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_3/data/wav_codec_ESPnet.8.ark:110244
+5-242490-A-14 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_3/data/wav_codec_ESPnet.8.ark:120265
+5-243450-A-14 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_3/data/wav_codec_ESPnet.8.ark:130286
+5-243459-A-14 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_3/data/wav_codec_ESPnet.8.ark:140307
+5-245040-A-35 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_3/data/wav_codec_ESPnet.8.ark:150328
+5-250026-B-30 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_3/data/wav_codec_ESPnet.8.ark:160349
+5-253094-D-49 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_3/data/wav_codec_ESPnet.8.ark:170370
+5-259640-A-29 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_3/data/wav_codec_ESPnet.8.ark:180391
+5-260164-A-23 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_3/data/wav_codec_ESPnet.8.ark:190412
diff --git a/esc50_dev_fold_4/data.json b/esc50_dev_fold_4/data.json
new file mode 100644
index 0000000000000000000000000000000000000000..b3e38b2a0b37777abc8f40e8f07f9a950eb611cc
--- /dev/null
+++ b/esc50_dev_fold_4/data.json
@@ -0,0 +1,175 @@
+{
+    "task": "tts",
+    "vocabularies": [
+        "dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_4/token_lists/g2p_token_list",
+        "dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_4/token_lists/codec_token_list"
+    ],
+    "data_files": [
+        "dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_4/index_files/text,g2p,text",
+        "dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_4/index_files/utt2spk,spk,text",
+        "dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_4/index_files/wav.scp,codec,kaldi_ark"
+    ],
+    "num_examples": 160,
+    "examples": [
+        "1-103298-A-9",
+        "1-12653-A-15",
+        "1-137296-A-16",
+        "1-160563-B-48",
+        "1-17124-A-43",
+        "1-172649-F-40",
+        "1-17742-A-12",
+        "1-18527-B-44",
+        "1-18755-B-4",
+        "1-19872-B-36",
+        "1-208757-C-2",
+        "1-208757-D-2",
+        "1-21189-A-10",
+        "1-21421-A-46",
+        "1-21935-A-38",
+        "1-30344-A-0",
+        "1-34119-A-1",
+        "1-34853-A-37",
+        "1-37226-A-29",
+        "1-39835-B-9",
+        "1-40730-A-1",
+        "1-40967-A-28",
+        "1-50623-A-15",
+        "1-51147-A-25",
+        "1-51805-D-33",
+        "1-53467-A-47",
+        "1-54065-A-45",
+        "1-54918-B-14",
+        "1-57316-A-13",
+        "1-57795-A-8",
+        "1-58923-A-27",
+        "1-60997-B-20",
+        "1-61252-A-11",
+        "1-67432-A-27",
+        "1-79113-A-5",
+        "1-79220-A-17",
+        "1-85123-A-31",
+        "1-90797-A-15",
+        "2-100786-A-1",
+        "2-102414-F-17",
+        "2-102852-A-11",
+        "2-103427-A-3",
+        "2-104476-A-37",
+        "2-107228-A-44",
+        "2-108767-A-9",
+        "2-109371-A-16",
+        "2-109374-A-16",
+        "2-114280-A-0",
+        "2-114609-A-28",
+        "2-117615-B-48",
+        "2-117615-E-48",
+        "2-120333-A-32",
+        "2-123712-A-33",
+        "2-123896-A-24",
+        "2-131943-A-38",
+        "2-135860-A-49",
+        "2-141682-B-36",
+        "2-146877-A-31",
+        "2-166644-B-2",
+        "2-166644-C-2",
+        "2-184077-A-49",
+        "2-32834-A-4",
+        "2-37806-D-40",
+        "2-39443-B-19",
+        "2-50665-A-20",
+        "2-50666-A-20",
+        "2-60180-B-49",
+        "2-61311-A-12",
+        "2-70052-A-42",
+        "2-73027-A-10",
+        "2-76408-B-22",
+        "2-79769-A-26",
+        "2-82077-A-7",
+        "2-86160-A-27",
+        "2-87794-A-24",
+        "2-96654-A-47",
+        "2-96904-A-27",
+        "2-99955-C-7",
+        "3-103051-C-19",
+        "3-117504-A-16",
+        "3-118069-A-27",
+        "3-118069-B-27",
+        "3-119120-C-48",
+        "3-132830-A-32",
+        "3-136608-A-16",
+        "3-139958-A-37",
+        "3-142605-A-21",
+        "3-143933-A-38",
+        "3-145577-A-43",
+        "3-150363-A-38",
+        "3-152007-E-20",
+        "3-154378-A-30",
+        "3-155130-A-43",
+        "3-155556-A-31",
+        "3-155577-A-14",
+        "3-158476-A-12",
+        "3-160119-A-15",
+        "3-162786-A-13",
+        "3-164593-A-15",
+        "3-164594-A-15",
+        "3-164688-A-38",
+        "3-170312-A-31",
+        "3-171012-A-38",
+        "3-171041-A-38",
+        "3-172922-A-48",
+        "3-193767-A-47",
+        "3-216280-A-39",
+        "3-243726-A-43",
+        "3-253084-C-2",
+        "3-257858-A-2",
+        "3-51909-B-42",
+        "3-70962-A-4",
+        "3-93010-A-18",
+        "3-98869-A-46",
+        "5-157204-A-16",
+        "5-160614-A-48",
+        "5-161270-B-33",
+        "5-169983-A-5",
+        "5-177034-A-18",
+        "5-179496-A-16",
+        "5-182404-A-18",
+        "5-185908-A-18",
+        "5-187201-A-4",
+        "5-188495-A-19",
+        "5-188796-A-45",
+        "5-194899-C-3",
+        "5-194930-A-1",
+        "5-195557-A-19",
+        "5-197121-A-45",
+        "5-198278-C-7",
+        "5-198411-A-20",
+        "5-198411-G-20",
+        "5-198600-A-45",
+        "5-198891-A-8",
+        "5-199284-A-45",
+        "5-204741-A-46",
+        "5-205589-B-17",
+        "5-207811-A-35",
+        "5-207811-B-35",
+        "5-207836-C-29",
+        "5-208624-A-38",
+        "5-213836-A-9",
+        "5-215005-A-32",
+        "5-216370-B-41",
+        "5-217186-A-16",
+        "5-218980-A-30",
+        "5-219342-A-38",
+        "5-219379-B-11",
+        "5-221529-A-39",
+        "5-221568-A-22",
+        "5-234855-A-25",
+        "5-235956-A-47",
+        "5-242490-A-14",
+        "5-243450-A-14",
+        "5-243459-A-14",
+        "5-245040-A-35",
+        "5-250026-B-30",
+        "5-253094-D-49",
+        "5-259640-A-29",
+        "5-260164-A-23"
+    ]
+}
\ No newline at end of file
diff --git a/esc50_dev_fold_4/data/wav_codec_ESPnet.1.ark b/esc50_dev_fold_4/data/wav_codec_ESPnet.1.ark
new file mode 100644
index 0000000000000000000000000000000000000000..339cc59c2b52acc65d8c9f3d69330c31677f8615
Binary files /dev/null and b/esc50_dev_fold_4/data/wav_codec_ESPnet.1.ark differ
diff --git a/esc50_dev_fold_4/data/wav_codec_ESPnet.1.scp b/esc50_dev_fold_4/data/wav_codec_ESPnet.1.scp
new file mode 100644
index 0000000000000000000000000000000000000000..23d8d29cdc3d7bd2b31a6a423047f50c9504c837
--- /dev/null
+++ b/esc50_dev_fold_4/data/wav_codec_ESPnet.1.scp
@@ -0,0 +1,20 @@
+1-103298-A-9 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_4/data/wav_codec_ESPnet.1.ark:13
+1-12653-A-15 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_4/data/wav_codec_ESPnet.1.ark:10033
+1-137296-A-16 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_4/data/wav_codec_ESPnet.1.ark:20054
+1-160563-B-48 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_4/data/wav_codec_ESPnet.1.ark:30075
+1-17124-A-43 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_4/data/wav_codec_ESPnet.1.ark:40095
+1-172649-F-40 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_4/data/wav_codec_ESPnet.1.ark:50116
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+1-18527-B-44 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_4/data/wav_codec_ESPnet.1.ark:70156
+1-18755-B-4 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_4/data/wav_codec_ESPnet.1.ark:80175
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+1-208757-C-2 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_4/data/wav_codec_ESPnet.1.ark:100215
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+1-21189-A-10 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_4/data/wav_codec_ESPnet.1.ark:120255
+1-21421-A-46 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_4/data/wav_codec_ESPnet.1.ark:130275
+1-21935-A-38 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_4/data/wav_codec_ESPnet.1.ark:140295
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+1-39835-B-9 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_4/data/wav_codec_ESPnet.1.ark:190392
diff --git a/esc50_dev_fold_4/data/wav_codec_ESPnet.2.ark b/esc50_dev_fold_4/data/wav_codec_ESPnet.2.ark
new file mode 100644
index 0000000000000000000000000000000000000000..65bd9a9d93240a449d34dcff132834e0c717dd9e
Binary files /dev/null and b/esc50_dev_fold_4/data/wav_codec_ESPnet.2.ark differ
diff --git a/esc50_dev_fold_4/data/wav_codec_ESPnet.2.scp b/esc50_dev_fold_4/data/wav_codec_ESPnet.2.scp
new file mode 100644
index 0000000000000000000000000000000000000000..c9f5127a39322f43c7ae885ca2b910e45039c40e
--- /dev/null
+++ b/esc50_dev_fold_4/data/wav_codec_ESPnet.2.scp
@@ -0,0 +1,20 @@
+1-40730-A-1 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_4/data/wav_codec_ESPnet.2.ark:12
+1-40967-A-28 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_4/data/wav_codec_ESPnet.2.ark:10032
+1-50623-A-15 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_4/data/wav_codec_ESPnet.2.ark:20052
+1-51147-A-25 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_4/data/wav_codec_ESPnet.2.ark:30072
+1-51805-D-33 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_4/data/wav_codec_ESPnet.2.ark:40092
+1-53467-A-47 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_4/data/wav_codec_ESPnet.2.ark:50112
+1-54065-A-45 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_4/data/wav_codec_ESPnet.2.ark:60132
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+1-57316-A-13 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_4/data/wav_codec_ESPnet.2.ark:80172
+1-57795-A-8 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_4/data/wav_codec_ESPnet.2.ark:90191
+1-58923-A-27 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_4/data/wav_codec_ESPnet.2.ark:100211
+1-60997-B-20 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_4/data/wav_codec_ESPnet.2.ark:110231
+1-61252-A-11 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_4/data/wav_codec_ESPnet.2.ark:120251
+1-67432-A-27 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_4/data/wav_codec_ESPnet.2.ark:130271
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+1-90797-A-15 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_4/data/wav_codec_ESPnet.2.ark:170350
+2-100786-A-1 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_4/data/wav_codec_ESPnet.2.ark:180370
+2-102414-F-17 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_4/data/wav_codec_ESPnet.2.ark:190391
diff --git a/esc50_dev_fold_4/data/wav_codec_ESPnet.3.ark b/esc50_dev_fold_4/data/wav_codec_ESPnet.3.ark
new file mode 100644
index 0000000000000000000000000000000000000000..57280de228dbbb278b24bc384fb0725a209925d8
Binary files /dev/null and b/esc50_dev_fold_4/data/wav_codec_ESPnet.3.ark differ
diff --git a/esc50_dev_fold_4/data/wav_codec_ESPnet.3.scp b/esc50_dev_fold_4/data/wav_codec_ESPnet.3.scp
new file mode 100644
index 0000000000000000000000000000000000000000..0867473ccf0728b5d01a979641502f0c2ea213f0
--- /dev/null
+++ b/esc50_dev_fold_4/data/wav_codec_ESPnet.3.scp
@@ -0,0 +1,20 @@
+2-102852-A-11 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_4/data/wav_codec_ESPnet.3.ark:14
+2-103427-A-3 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_4/data/wav_codec_ESPnet.3.ark:10034
+2-104476-A-37 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_4/data/wav_codec_ESPnet.3.ark:20055
+2-107228-A-44 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_4/data/wav_codec_ESPnet.3.ark:30076
+2-108767-A-9 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_4/data/wav_codec_ESPnet.3.ark:40096
+2-109371-A-16 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_4/data/wav_codec_ESPnet.3.ark:50117
+2-109374-A-16 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_4/data/wav_codec_ESPnet.3.ark:60138
+2-114280-A-0 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_4/data/wav_codec_ESPnet.3.ark:70158
+2-114609-A-28 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_4/data/wav_codec_ESPnet.3.ark:80179
+2-117615-B-48 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_4/data/wav_codec_ESPnet.3.ark:90200
+2-117615-E-48 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_4/data/wav_codec_ESPnet.3.ark:100221
+2-120333-A-32 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_4/data/wav_codec_ESPnet.3.ark:110242
+2-123712-A-33 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_4/data/wav_codec_ESPnet.3.ark:120263
+2-123896-A-24 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_4/data/wav_codec_ESPnet.3.ark:130284
+2-131943-A-38 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_4/data/wav_codec_ESPnet.3.ark:140305
+2-135860-A-49 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_4/data/wav_codec_ESPnet.3.ark:150326
+2-141682-B-36 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_4/data/wav_codec_ESPnet.3.ark:160347
+2-146877-A-31 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_4/data/wav_codec_ESPnet.3.ark:170368
+2-166644-B-2 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_4/data/wav_codec_ESPnet.3.ark:180388
+2-166644-C-2 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_4/data/wav_codec_ESPnet.3.ark:190408
diff --git a/esc50_dev_fold_4/data/wav_codec_ESPnet.4.ark b/esc50_dev_fold_4/data/wav_codec_ESPnet.4.ark
new file mode 100644
index 0000000000000000000000000000000000000000..48bdaa6c38b30ce7e6d4f7661bb8d25dc2ff25cc
Binary files /dev/null and b/esc50_dev_fold_4/data/wav_codec_ESPnet.4.ark differ
diff --git a/esc50_dev_fold_4/data/wav_codec_ESPnet.4.scp b/esc50_dev_fold_4/data/wav_codec_ESPnet.4.scp
new file mode 100644
index 0000000000000000000000000000000000000000..f6bcb86af42278ae74efe73a2ba1d15d07149250
--- /dev/null
+++ b/esc50_dev_fold_4/data/wav_codec_ESPnet.4.scp
@@ -0,0 +1,20 @@
+2-184077-A-49 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_4/data/wav_codec_ESPnet.4.ark:14
+2-32834-A-4 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_4/data/wav_codec_ESPnet.4.ark:10033
+2-37806-D-40 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_4/data/wav_codec_ESPnet.4.ark:20053
+2-39443-B-19 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_4/data/wav_codec_ESPnet.4.ark:30073
+2-50665-A-20 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_4/data/wav_codec_ESPnet.4.ark:40093
+2-50666-A-20 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_4/data/wav_codec_ESPnet.4.ark:50113
+2-60180-B-49 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_4/data/wav_codec_ESPnet.4.ark:60133
+2-61311-A-12 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_4/data/wav_codec_ESPnet.4.ark:70153
+2-70052-A-42 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_4/data/wav_codec_ESPnet.4.ark:80173
+2-73027-A-10 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_4/data/wav_codec_ESPnet.4.ark:90193
+2-76408-B-22 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_4/data/wav_codec_ESPnet.4.ark:100213
+2-79769-A-26 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_4/data/wav_codec_ESPnet.4.ark:110233
+2-82077-A-7 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_4/data/wav_codec_ESPnet.4.ark:120252
+2-86160-A-27 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_4/data/wav_codec_ESPnet.4.ark:130272
+2-87794-A-24 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_4/data/wav_codec_ESPnet.4.ark:140292
+2-96654-A-47 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_4/data/wav_codec_ESPnet.4.ark:150312
+2-96904-A-27 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_4/data/wav_codec_ESPnet.4.ark:160332
+2-99955-C-7 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_4/data/wav_codec_ESPnet.4.ark:170351
+3-103051-C-19 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_4/data/wav_codec_ESPnet.4.ark:180372
+3-117504-A-16 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_4/data/wav_codec_ESPnet.4.ark:190393
diff --git a/esc50_dev_fold_4/data/wav_codec_ESPnet.5.ark b/esc50_dev_fold_4/data/wav_codec_ESPnet.5.ark
new file mode 100644
index 0000000000000000000000000000000000000000..bb5c43f760ebde25243f4c8980e0e71fb958a146
Binary files /dev/null and b/esc50_dev_fold_4/data/wav_codec_ESPnet.5.ark differ
diff --git a/esc50_dev_fold_4/data/wav_codec_ESPnet.5.scp b/esc50_dev_fold_4/data/wav_codec_ESPnet.5.scp
new file mode 100644
index 0000000000000000000000000000000000000000..99f69dc28d72393570f3671bfefbde5a162d405b
--- /dev/null
+++ b/esc50_dev_fold_4/data/wav_codec_ESPnet.5.scp
@@ -0,0 +1,20 @@
+3-118069-A-27 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_4/data/wav_codec_ESPnet.5.ark:14
+3-118069-B-27 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_4/data/wav_codec_ESPnet.5.ark:10035
+3-119120-C-48 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_4/data/wav_codec_ESPnet.5.ark:20056
+3-132830-A-32 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_4/data/wav_codec_ESPnet.5.ark:30077
+3-136608-A-16 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_4/data/wav_codec_ESPnet.5.ark:40098
+3-139958-A-37 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_4/data/wav_codec_ESPnet.5.ark:50119
+3-142605-A-21 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_4/data/wav_codec_ESPnet.5.ark:60140
+3-143933-A-38 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_4/data/wav_codec_ESPnet.5.ark:70161
+3-145577-A-43 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_4/data/wav_codec_ESPnet.5.ark:80182
+3-150363-A-38 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_4/data/wav_codec_ESPnet.5.ark:90203
+3-152007-E-20 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_4/data/wav_codec_ESPnet.5.ark:100224
+3-154378-A-30 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_4/data/wav_codec_ESPnet.5.ark:110245
+3-155130-A-43 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_4/data/wav_codec_ESPnet.5.ark:120266
+3-155556-A-31 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_4/data/wav_codec_ESPnet.5.ark:130287
+3-155577-A-14 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_4/data/wav_codec_ESPnet.5.ark:140308
+3-158476-A-12 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_4/data/wav_codec_ESPnet.5.ark:150329
+3-160119-A-15 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_4/data/wav_codec_ESPnet.5.ark:160350
+3-162786-A-13 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_4/data/wav_codec_ESPnet.5.ark:170371
+3-164593-A-15 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_4/data/wav_codec_ESPnet.5.ark:180392
+3-164594-A-15 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_4/data/wav_codec_ESPnet.5.ark:190413
diff --git a/esc50_dev_fold_4/data/wav_codec_ESPnet.6.ark b/esc50_dev_fold_4/data/wav_codec_ESPnet.6.ark
new file mode 100644
index 0000000000000000000000000000000000000000..e7eced39f2ca932740652a18a3c5bcfc5cebd5b4
Binary files /dev/null and b/esc50_dev_fold_4/data/wav_codec_ESPnet.6.ark differ
diff --git a/esc50_dev_fold_4/data/wav_codec_ESPnet.6.scp b/esc50_dev_fold_4/data/wav_codec_ESPnet.6.scp
new file mode 100644
index 0000000000000000000000000000000000000000..5ca5d34e0a6cee7d5150e0542881b665b33fd7b2
--- /dev/null
+++ b/esc50_dev_fold_4/data/wav_codec_ESPnet.6.scp
@@ -0,0 +1,20 @@
+3-164688-A-38 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_4/data/wav_codec_ESPnet.6.ark:14
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diff --git a/esc50_dev_fold_4/index_files/wav.scp b/esc50_dev_fold_4/index_files/wav.scp
new file mode 100644
index 0000000000000000000000000000000000000000..eb553fac1a033dba317ec204c4159d75aee3f5fe
--- /dev/null
+++ b/esc50_dev_fold_4/index_files/wav.scp
@@ -0,0 +1,160 @@
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+3-164593-A-15 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_4/data/wav_codec_ESPnet.5.ark:180392
+3-164594-A-15 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_4/data/wav_codec_ESPnet.5.ark:190413
+3-164688-A-38 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_4/data/wav_codec_ESPnet.6.ark:14
+3-170312-A-31 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_4/data/wav_codec_ESPnet.6.ark:10035
+3-171012-A-38 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_4/data/wav_codec_ESPnet.6.ark:20056
+3-171041-A-38 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_4/data/wav_codec_ESPnet.6.ark:30077
+3-172922-A-48 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_4/data/wav_codec_ESPnet.6.ark:40098
+3-193767-A-47 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_4/data/wav_codec_ESPnet.6.ark:50119
+3-216280-A-39 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_4/data/wav_codec_ESPnet.6.ark:60140
+3-243726-A-43 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_4/data/wav_codec_ESPnet.6.ark:70161
+3-253084-C-2 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_4/data/wav_codec_ESPnet.6.ark:80181
+3-257858-A-2 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_4/data/wav_codec_ESPnet.6.ark:90201
+3-51909-B-42 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_4/data/wav_codec_ESPnet.6.ark:100221
+3-70962-A-4 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_4/data/wav_codec_ESPnet.6.ark:110240
+3-93010-A-18 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_4/data/wav_codec_ESPnet.6.ark:120260
+3-98869-A-46 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_4/data/wav_codec_ESPnet.6.ark:130280
+5-157204-A-16 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_4/data/wav_codec_ESPnet.6.ark:140301
+5-160614-A-48 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_4/data/wav_codec_ESPnet.6.ark:150322
+5-161270-B-33 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_4/data/wav_codec_ESPnet.6.ark:160343
+5-169983-A-5 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_4/data/wav_codec_ESPnet.6.ark:170363
+5-177034-A-18 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_4/data/wav_codec_ESPnet.6.ark:180384
+5-179496-A-16 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_4/data/wav_codec_ESPnet.6.ark:190405
+5-182404-A-18 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_4/data/wav_codec_ESPnet.7.ark:14
+5-185908-A-18 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_4/data/wav_codec_ESPnet.7.ark:10035
+5-187201-A-4 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_4/data/wav_codec_ESPnet.7.ark:20055
+5-188495-A-19 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_4/data/wav_codec_ESPnet.7.ark:30076
+5-188796-A-45 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_4/data/wav_codec_ESPnet.7.ark:40097
+5-194899-C-3 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_4/data/wav_codec_ESPnet.7.ark:50117
+5-194930-A-1 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_4/data/wav_codec_ESPnet.7.ark:60137
+5-195557-A-19 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_4/data/wav_codec_ESPnet.7.ark:70158
+5-197121-A-45 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_4/data/wav_codec_ESPnet.7.ark:80179
+5-198278-C-7 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_4/data/wav_codec_ESPnet.7.ark:90199
+5-198411-A-20 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_4/data/wav_codec_ESPnet.7.ark:100220
+5-198411-G-20 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_4/data/wav_codec_ESPnet.7.ark:110241
+5-198600-A-45 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_4/data/wav_codec_ESPnet.7.ark:120262
+5-198891-A-8 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_4/data/wav_codec_ESPnet.7.ark:130282
+5-199284-A-45 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_4/data/wav_codec_ESPnet.7.ark:140303
+5-204741-A-46 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_4/data/wav_codec_ESPnet.7.ark:150324
+5-205589-B-17 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_4/data/wav_codec_ESPnet.7.ark:160345
+5-207811-A-35 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_4/data/wav_codec_ESPnet.7.ark:170366
+5-207811-B-35 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_4/data/wav_codec_ESPnet.7.ark:180387
+5-207836-C-29 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_4/data/wav_codec_ESPnet.7.ark:190408
+5-208624-A-38 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_4/data/wav_codec_ESPnet.8.ark:14
+5-213836-A-9 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_4/data/wav_codec_ESPnet.8.ark:10034
+5-215005-A-32 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_4/data/wav_codec_ESPnet.8.ark:20055
+5-216370-B-41 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_4/data/wav_codec_ESPnet.8.ark:30076
+5-217186-A-16 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_4/data/wav_codec_ESPnet.8.ark:40097
+5-218980-A-30 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_4/data/wav_codec_ESPnet.8.ark:50118
+5-219342-A-38 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_4/data/wav_codec_ESPnet.8.ark:60139
+5-219379-B-11 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_4/data/wav_codec_ESPnet.8.ark:70160
+5-221529-A-39 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_4/data/wav_codec_ESPnet.8.ark:80181
+5-221568-A-22 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_4/data/wav_codec_ESPnet.8.ark:90202
+5-234855-A-25 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_4/data/wav_codec_ESPnet.8.ark:100223
+5-235956-A-47 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_4/data/wav_codec_ESPnet.8.ark:110244
+5-242490-A-14 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_4/data/wav_codec_ESPnet.8.ark:120265
+5-243450-A-14 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_4/data/wav_codec_ESPnet.8.ark:130286
+5-243459-A-14 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_4/data/wav_codec_ESPnet.8.ark:140307
+5-245040-A-35 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_4/data/wav_codec_ESPnet.8.ark:150328
+5-250026-B-30 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_4/data/wav_codec_ESPnet.8.ark:160349
+5-253094-D-49 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_4/data/wav_codec_ESPnet.8.ark:170370
+5-259640-A-29 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_4/data/wav_codec_ESPnet.8.ark:180391
+5-260164-A-23 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_4/data/wav_codec_ESPnet.8.ark:190412
diff --git a/esc50_dev_fold_4/logdir/codec_dump_ESPnet.1.log b/esc50_dev_fold_4/logdir/codec_dump_ESPnet.1.log
new file mode 100644
index 0000000000000000000000000000000000000000..917171937eb7011dd76720bb1a8e1f58cdcd2893
--- /dev/null
+++ b/esc50_dev_fold_4/logdir/codec_dump_ESPnet.1.log
@@ -0,0 +1,14 @@
+# python3 pyscripts/feats/dump_codec.py --codec_choice ESPnet --codec_fs 16000 --batch_size 5 --bias 0 --dump_audio false --rank 1 --vocab_file dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_4/token_lists/codec_token_list --wav_wspecifier ark,scp:dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_4/data/wav_resyn_ESPnet.1.ark,dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_4/data/wav_resyn_ESPnet.1.scp --checkpoint_path null --config_path null --hf_model_tag espnet/mls-multi_soundstream_16k scp:dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_4/logdir/wav.1.scp ark,scp:dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_4/data/wav_codec_ESPnet.1.ark,dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_4/data/wav_codec_ESPnet.1.scp 
+# Started at Fri Oct 11 09:49:10 EDT 2024
+#
+2024-10-11 09:49:12 | INFO | dump_codec | build with codec_choice: ESPnet
+
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+2024-10-11 09:49:21 | INFO | root | config file: /ocean/projects/cis210027p/swang26/miniconda3/envs/espnet_codec_robustness/lib/python3.10/site-packages/espnet_model_zoo/models--espnet--mls-multi_soundstream_16k/snapshots/74dc5ec297a04ee035e61c66d8821195ec49f462/exp/codec_mls_multi_soundstream4_large_v1.1/config.yaml
+/ocean/projects/cis210027p/swang26/miniconda3/envs/espnet_codec_robustness/lib/python3.10/site-packages/torch/nn/utils/weight_norm.py:28: UserWarning: torch.nn.utils.weight_norm is deprecated in favor of torch.nn.utils.parametrizations.weight_norm.
+  warnings.warn("torch.nn.utils.weight_norm is deprecated in favor of torch.nn.utils.parametrizations.weight_norm.")
+/ocean/projects/cis210027p/swang26/miniconda3/envs/espnet_codec_robustness/lib/python3.10/site-packages/librosa/util/decorators.py:88: UserWarning: Empty filters detected in mel frequency basis. Some channels will produce empty responses. Try increasing your sampling rate (and fmax) or reducing n_mels.
+  return f(*args, **kwargs)
+/ocean/projects/cis210027p/swang26/miniconda3/envs/espnet_codec_robustness/lib/python3.10/site-packages/torch/nn/modules/conv.py:306: UserWarning: Applied workaround for CuDNN issue, install nvrtc.so (Triggered internally at ../aten/src/ATen/native/cudnn/Conv_v8.cpp:84.)
+  return F.conv1d(input, weight, bias, self.stride,
+# Accounting: time=14 threads=1
+# Ended (code 0) at Fri Oct 11 09:49:24 EDT 2024, elapsed time 14 seconds
diff --git a/esc50_dev_fold_4/logdir/codec_dump_ESPnet.2.log b/esc50_dev_fold_4/logdir/codec_dump_ESPnet.2.log
new file mode 100644
index 0000000000000000000000000000000000000000..a98e9373cdc75895137a2f95a1b48cec783f0235
--- /dev/null
+++ b/esc50_dev_fold_4/logdir/codec_dump_ESPnet.2.log
@@ -0,0 +1,14 @@
+# python3 pyscripts/feats/dump_codec.py --codec_choice ESPnet --codec_fs 16000 --batch_size 5 --bias 0 --dump_audio false --rank 2 --vocab_file dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_4/token_lists/codec_token_list --wav_wspecifier ark,scp:dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_4/data/wav_resyn_ESPnet.2.ark,dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_4/data/wav_resyn_ESPnet.2.scp --checkpoint_path null --config_path null --hf_model_tag espnet/mls-multi_soundstream_16k scp:dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_4/logdir/wav.2.scp ark,scp:dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_4/data/wav_codec_ESPnet.2.ark,dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_4/data/wav_codec_ESPnet.2.scp 
+# Started at Fri Oct 11 09:49:10 EDT 2024
+#
+2024-10-11 09:49:12 | INFO | dump_codec | build with codec_choice: ESPnet
+
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Fetching 30 files: 100%|██████████| 30/30 [00:00<00:00, 9086.45it/s]
+2024-10-11 09:49:21 | INFO | root | config file: /ocean/projects/cis210027p/swang26/miniconda3/envs/espnet_codec_robustness/lib/python3.10/site-packages/espnet_model_zoo/models--espnet--mls-multi_soundstream_16k/snapshots/74dc5ec297a04ee035e61c66d8821195ec49f462/exp/codec_mls_multi_soundstream4_large_v1.1/config.yaml
+/ocean/projects/cis210027p/swang26/miniconda3/envs/espnet_codec_robustness/lib/python3.10/site-packages/torch/nn/utils/weight_norm.py:28: UserWarning: torch.nn.utils.weight_norm is deprecated in favor of torch.nn.utils.parametrizations.weight_norm.
+  warnings.warn("torch.nn.utils.weight_norm is deprecated in favor of torch.nn.utils.parametrizations.weight_norm.")
+/ocean/projects/cis210027p/swang26/miniconda3/envs/espnet_codec_robustness/lib/python3.10/site-packages/librosa/util/decorators.py:88: UserWarning: Empty filters detected in mel frequency basis. Some channels will produce empty responses. Try increasing your sampling rate (and fmax) or reducing n_mels.
+  return f(*args, **kwargs)
+/ocean/projects/cis210027p/swang26/miniconda3/envs/espnet_codec_robustness/lib/python3.10/site-packages/torch/nn/modules/conv.py:306: UserWarning: Applied workaround for CuDNN issue, install nvrtc.so (Triggered internally at ../aten/src/ATen/native/cudnn/Conv_v8.cpp:84.)
+  return F.conv1d(input, weight, bias, self.stride,
+# Accounting: time=14 threads=1
+# Ended (code 0) at Fri Oct 11 09:49:24 EDT 2024, elapsed time 14 seconds
diff --git a/esc50_dev_fold_4/logdir/codec_dump_ESPnet.3.log b/esc50_dev_fold_4/logdir/codec_dump_ESPnet.3.log
new file mode 100644
index 0000000000000000000000000000000000000000..9abc9fea4a647dbcf481344d0569788612991c0f
--- /dev/null
+++ b/esc50_dev_fold_4/logdir/codec_dump_ESPnet.3.log
@@ -0,0 +1,14 @@
+# python3 pyscripts/feats/dump_codec.py --codec_choice ESPnet --codec_fs 16000 --batch_size 5 --bias 0 --dump_audio false --rank 3 --vocab_file dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_4/token_lists/codec_token_list --wav_wspecifier ark,scp:dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_4/data/wav_resyn_ESPnet.3.ark,dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_4/data/wav_resyn_ESPnet.3.scp --checkpoint_path null --config_path null --hf_model_tag espnet/mls-multi_soundstream_16k scp:dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_4/logdir/wav.3.scp ark,scp:dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_4/data/wav_codec_ESPnet.3.ark,dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_4/data/wav_codec_ESPnet.3.scp 
+# Started at Fri Oct 11 09:49:10 EDT 2024
+#
+2024-10-11 09:49:12 | INFO | dump_codec | build with codec_choice: ESPnet
+
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+2024-10-11 09:49:21 | INFO | root | config file: /ocean/projects/cis210027p/swang26/miniconda3/envs/espnet_codec_robustness/lib/python3.10/site-packages/espnet_model_zoo/models--espnet--mls-multi_soundstream_16k/snapshots/74dc5ec297a04ee035e61c66d8821195ec49f462/exp/codec_mls_multi_soundstream4_large_v1.1/config.yaml
+/ocean/projects/cis210027p/swang26/miniconda3/envs/espnet_codec_robustness/lib/python3.10/site-packages/torch/nn/utils/weight_norm.py:28: UserWarning: torch.nn.utils.weight_norm is deprecated in favor of torch.nn.utils.parametrizations.weight_norm.
+  warnings.warn("torch.nn.utils.weight_norm is deprecated in favor of torch.nn.utils.parametrizations.weight_norm.")
+/ocean/projects/cis210027p/swang26/miniconda3/envs/espnet_codec_robustness/lib/python3.10/site-packages/librosa/util/decorators.py:88: UserWarning: Empty filters detected in mel frequency basis. Some channels will produce empty responses. Try increasing your sampling rate (and fmax) or reducing n_mels.
+  return f(*args, **kwargs)
+/ocean/projects/cis210027p/swang26/miniconda3/envs/espnet_codec_robustness/lib/python3.10/site-packages/torch/nn/modules/conv.py:306: UserWarning: Applied workaround for CuDNN issue, install nvrtc.so (Triggered internally at ../aten/src/ATen/native/cudnn/Conv_v8.cpp:84.)
+  return F.conv1d(input, weight, bias, self.stride,
+# Accounting: time=14 threads=1
+# Ended (code 0) at Fri Oct 11 09:49:24 EDT 2024, elapsed time 14 seconds
diff --git a/esc50_dev_fold_4/logdir/codec_dump_ESPnet.4.log b/esc50_dev_fold_4/logdir/codec_dump_ESPnet.4.log
new file mode 100644
index 0000000000000000000000000000000000000000..11d3cd8bf2081f555880dfebfd441d056835f314
--- /dev/null
+++ b/esc50_dev_fold_4/logdir/codec_dump_ESPnet.4.log
@@ -0,0 +1,14 @@
+# python3 pyscripts/feats/dump_codec.py --codec_choice ESPnet --codec_fs 16000 --batch_size 5 --bias 0 --dump_audio false --rank 4 --vocab_file dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_4/token_lists/codec_token_list --wav_wspecifier ark,scp:dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_4/data/wav_resyn_ESPnet.4.ark,dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_4/data/wav_resyn_ESPnet.4.scp --checkpoint_path null --config_path null --hf_model_tag espnet/mls-multi_soundstream_16k scp:dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_4/logdir/wav.4.scp ark,scp:dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_4/data/wav_codec_ESPnet.4.ark,dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_4/data/wav_codec_ESPnet.4.scp 
+# Started at Fri Oct 11 09:49:10 EDT 2024
+#
+2024-10-11 09:49:12 | INFO | dump_codec | build with codec_choice: ESPnet
+
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+2024-10-11 09:49:21 | INFO | root | config file: /ocean/projects/cis210027p/swang26/miniconda3/envs/espnet_codec_robustness/lib/python3.10/site-packages/espnet_model_zoo/models--espnet--mls-multi_soundstream_16k/snapshots/74dc5ec297a04ee035e61c66d8821195ec49f462/exp/codec_mls_multi_soundstream4_large_v1.1/config.yaml
+/ocean/projects/cis210027p/swang26/miniconda3/envs/espnet_codec_robustness/lib/python3.10/site-packages/torch/nn/utils/weight_norm.py:28: UserWarning: torch.nn.utils.weight_norm is deprecated in favor of torch.nn.utils.parametrizations.weight_norm.
+  warnings.warn("torch.nn.utils.weight_norm is deprecated in favor of torch.nn.utils.parametrizations.weight_norm.")
+/ocean/projects/cis210027p/swang26/miniconda3/envs/espnet_codec_robustness/lib/python3.10/site-packages/librosa/util/decorators.py:88: UserWarning: Empty filters detected in mel frequency basis. Some channels will produce empty responses. Try increasing your sampling rate (and fmax) or reducing n_mels.
+  return f(*args, **kwargs)
+/ocean/projects/cis210027p/swang26/miniconda3/envs/espnet_codec_robustness/lib/python3.10/site-packages/torch/nn/modules/conv.py:306: UserWarning: Applied workaround for CuDNN issue, install nvrtc.so (Triggered internally at ../aten/src/ATen/native/cudnn/Conv_v8.cpp:84.)
+  return F.conv1d(input, weight, bias, self.stride,
+# Accounting: time=14 threads=1
+# Ended (code 0) at Fri Oct 11 09:49:24 EDT 2024, elapsed time 14 seconds
diff --git a/esc50_dev_fold_4/logdir/codec_dump_ESPnet.5.log b/esc50_dev_fold_4/logdir/codec_dump_ESPnet.5.log
new file mode 100644
index 0000000000000000000000000000000000000000..3d983c694062466e4abd358459d7f7f1c86f9555
--- /dev/null
+++ b/esc50_dev_fold_4/logdir/codec_dump_ESPnet.5.log
@@ -0,0 +1,14 @@
+# python3 pyscripts/feats/dump_codec.py --codec_choice ESPnet --codec_fs 16000 --batch_size 5 --bias 0 --dump_audio false --rank 5 --vocab_file dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_4/token_lists/codec_token_list --wav_wspecifier ark,scp:dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_4/data/wav_resyn_ESPnet.5.ark,dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_4/data/wav_resyn_ESPnet.5.scp --checkpoint_path null --config_path null --hf_model_tag espnet/mls-multi_soundstream_16k scp:dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_4/logdir/wav.5.scp ark,scp:dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_4/data/wav_codec_ESPnet.5.ark,dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_4/data/wav_codec_ESPnet.5.scp 
+# Started at Fri Oct 11 09:49:24 EDT 2024
+#
+2024-10-11 09:49:25 | INFO | dump_codec | build with codec_choice: ESPnet
+
Fetching 30 files:   0%|          | 0/30 [00:00<?, ?it/s]
Fetching 30 files: 100%|██████████| 30/30 [00:00<00:00, 30885.89it/s]
+2024-10-11 09:49:34 | INFO | root | config file: /ocean/projects/cis210027p/swang26/miniconda3/envs/espnet_codec_robustness/lib/python3.10/site-packages/espnet_model_zoo/models--espnet--mls-multi_soundstream_16k/snapshots/74dc5ec297a04ee035e61c66d8821195ec49f462/exp/codec_mls_multi_soundstream4_large_v1.1/config.yaml
+/ocean/projects/cis210027p/swang26/miniconda3/envs/espnet_codec_robustness/lib/python3.10/site-packages/torch/nn/utils/weight_norm.py:28: UserWarning: torch.nn.utils.weight_norm is deprecated in favor of torch.nn.utils.parametrizations.weight_norm.
+  warnings.warn("torch.nn.utils.weight_norm is deprecated in favor of torch.nn.utils.parametrizations.weight_norm.")
+/ocean/projects/cis210027p/swang26/miniconda3/envs/espnet_codec_robustness/lib/python3.10/site-packages/librosa/util/decorators.py:88: UserWarning: Empty filters detected in mel frequency basis. Some channels will produce empty responses. Try increasing your sampling rate (and fmax) or reducing n_mels.
+  return f(*args, **kwargs)
+/ocean/projects/cis210027p/swang26/miniconda3/envs/espnet_codec_robustness/lib/python3.10/site-packages/torch/nn/modules/conv.py:306: UserWarning: Applied workaround for CuDNN issue, install nvrtc.so (Triggered internally at ../aten/src/ATen/native/cudnn/Conv_v8.cpp:84.)
+  return F.conv1d(input, weight, bias, self.stride,
+# Accounting: time=12 threads=1
+# Ended (code 0) at Fri Oct 11 09:49:36 EDT 2024, elapsed time 12 seconds
diff --git a/esc50_dev_fold_4/logdir/codec_dump_ESPnet.6.log b/esc50_dev_fold_4/logdir/codec_dump_ESPnet.6.log
new file mode 100644
index 0000000000000000000000000000000000000000..e42f0059a883483b5652951066a5969b5e9d9778
--- /dev/null
+++ b/esc50_dev_fold_4/logdir/codec_dump_ESPnet.6.log
@@ -0,0 +1,14 @@
+# python3 pyscripts/feats/dump_codec.py --codec_choice ESPnet --codec_fs 16000 --batch_size 5 --bias 0 --dump_audio false --rank 6 --vocab_file dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_4/token_lists/codec_token_list --wav_wspecifier ark,scp:dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_4/data/wav_resyn_ESPnet.6.ark,dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_4/data/wav_resyn_ESPnet.6.scp --checkpoint_path null --config_path null --hf_model_tag espnet/mls-multi_soundstream_16k scp:dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_4/logdir/wav.6.scp ark,scp:dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_4/data/wav_codec_ESPnet.6.ark,dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_4/data/wav_codec_ESPnet.6.scp 
+# Started at Fri Oct 11 09:49:24 EDT 2024
+#
+2024-10-11 09:49:25 | INFO | dump_codec | build with codec_choice: ESPnet
+
Fetching 30 files:   0%|          | 0/30 [00:00<?, ?it/s]
Fetching 30 files: 100%|██████████| 30/30 [00:00<00:00, 6600.70it/s]
+2024-10-11 09:49:34 | INFO | root | config file: /ocean/projects/cis210027p/swang26/miniconda3/envs/espnet_codec_robustness/lib/python3.10/site-packages/espnet_model_zoo/models--espnet--mls-multi_soundstream_16k/snapshots/74dc5ec297a04ee035e61c66d8821195ec49f462/exp/codec_mls_multi_soundstream4_large_v1.1/config.yaml
+/ocean/projects/cis210027p/swang26/miniconda3/envs/espnet_codec_robustness/lib/python3.10/site-packages/torch/nn/utils/weight_norm.py:28: UserWarning: torch.nn.utils.weight_norm is deprecated in favor of torch.nn.utils.parametrizations.weight_norm.
+  warnings.warn("torch.nn.utils.weight_norm is deprecated in favor of torch.nn.utils.parametrizations.weight_norm.")
+/ocean/projects/cis210027p/swang26/miniconda3/envs/espnet_codec_robustness/lib/python3.10/site-packages/librosa/util/decorators.py:88: UserWarning: Empty filters detected in mel frequency basis. Some channels will produce empty responses. Try increasing your sampling rate (and fmax) or reducing n_mels.
+  return f(*args, **kwargs)
+/ocean/projects/cis210027p/swang26/miniconda3/envs/espnet_codec_robustness/lib/python3.10/site-packages/torch/nn/modules/conv.py:306: UserWarning: Applied workaround for CuDNN issue, install nvrtc.so (Triggered internally at ../aten/src/ATen/native/cudnn/Conv_v8.cpp:84.)
+  return F.conv1d(input, weight, bias, self.stride,
+# Accounting: time=13 threads=1
+# Ended (code 0) at Fri Oct 11 09:49:37 EDT 2024, elapsed time 13 seconds
diff --git a/esc50_dev_fold_4/logdir/codec_dump_ESPnet.7.log b/esc50_dev_fold_4/logdir/codec_dump_ESPnet.7.log
new file mode 100644
index 0000000000000000000000000000000000000000..13294bef8d70ec1ab29c6147ac1f8f232efe7a92
--- /dev/null
+++ b/esc50_dev_fold_4/logdir/codec_dump_ESPnet.7.log
@@ -0,0 +1,14 @@
+# python3 pyscripts/feats/dump_codec.py --codec_choice ESPnet --codec_fs 16000 --batch_size 5 --bias 0 --dump_audio false --rank 7 --vocab_file dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_4/token_lists/codec_token_list --wav_wspecifier ark,scp:dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_4/data/wav_resyn_ESPnet.7.ark,dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_4/data/wav_resyn_ESPnet.7.scp --checkpoint_path null --config_path null --hf_model_tag espnet/mls-multi_soundstream_16k scp:dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_4/logdir/wav.7.scp ark,scp:dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_4/data/wav_codec_ESPnet.7.ark,dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_4/data/wav_codec_ESPnet.7.scp 
+# Started at Fri Oct 11 09:49:24 EDT 2024
+#
+2024-10-11 09:49:25 | INFO | dump_codec | build with codec_choice: ESPnet
+
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Fetching 30 files: 100%|██████████| 30/30 [00:00<00:00, 8708.50it/s]
+2024-10-11 09:49:34 | INFO | root | config file: /ocean/projects/cis210027p/swang26/miniconda3/envs/espnet_codec_robustness/lib/python3.10/site-packages/espnet_model_zoo/models--espnet--mls-multi_soundstream_16k/snapshots/74dc5ec297a04ee035e61c66d8821195ec49f462/exp/codec_mls_multi_soundstream4_large_v1.1/config.yaml
+/ocean/projects/cis210027p/swang26/miniconda3/envs/espnet_codec_robustness/lib/python3.10/site-packages/torch/nn/utils/weight_norm.py:28: UserWarning: torch.nn.utils.weight_norm is deprecated in favor of torch.nn.utils.parametrizations.weight_norm.
+  warnings.warn("torch.nn.utils.weight_norm is deprecated in favor of torch.nn.utils.parametrizations.weight_norm.")
+/ocean/projects/cis210027p/swang26/miniconda3/envs/espnet_codec_robustness/lib/python3.10/site-packages/librosa/util/decorators.py:88: UserWarning: Empty filters detected in mel frequency basis. Some channels will produce empty responses. Try increasing your sampling rate (and fmax) or reducing n_mels.
+  return f(*args, **kwargs)
+/ocean/projects/cis210027p/swang26/miniconda3/envs/espnet_codec_robustness/lib/python3.10/site-packages/torch/nn/modules/conv.py:306: UserWarning: Applied workaround for CuDNN issue, install nvrtc.so (Triggered internally at ../aten/src/ATen/native/cudnn/Conv_v8.cpp:84.)
+  return F.conv1d(input, weight, bias, self.stride,
+# Accounting: time=13 threads=1
+# Ended (code 0) at Fri Oct 11 09:49:37 EDT 2024, elapsed time 13 seconds
diff --git a/esc50_dev_fold_4/logdir/codec_dump_ESPnet.8.log b/esc50_dev_fold_4/logdir/codec_dump_ESPnet.8.log
new file mode 100644
index 0000000000000000000000000000000000000000..0586a50b764b785b23ac1af9714af663559fdc8e
--- /dev/null
+++ b/esc50_dev_fold_4/logdir/codec_dump_ESPnet.8.log
@@ -0,0 +1,14 @@
+# python3 pyscripts/feats/dump_codec.py --codec_choice ESPnet --codec_fs 16000 --batch_size 5 --bias 0 --dump_audio false --rank 8 --vocab_file dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_4/token_lists/codec_token_list --wav_wspecifier ark,scp:dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_4/data/wav_resyn_ESPnet.8.ark,dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_4/data/wav_resyn_ESPnet.8.scp --checkpoint_path null --config_path null --hf_model_tag espnet/mls-multi_soundstream_16k scp:dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_4/logdir/wav.8.scp ark,scp:dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_4/data/wav_codec_ESPnet.8.ark,dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_4/data/wav_codec_ESPnet.8.scp 
+# Started at Fri Oct 11 09:49:24 EDT 2024
+#
+2024-10-11 09:49:25 | INFO | dump_codec | build with codec_choice: ESPnet
+
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Fetching 30 files: 100%|██████████| 30/30 [00:00<00:00, 10032.62it/s]
+2024-10-11 09:49:34 | INFO | root | config file: /ocean/projects/cis210027p/swang26/miniconda3/envs/espnet_codec_robustness/lib/python3.10/site-packages/espnet_model_zoo/models--espnet--mls-multi_soundstream_16k/snapshots/74dc5ec297a04ee035e61c66d8821195ec49f462/exp/codec_mls_multi_soundstream4_large_v1.1/config.yaml
+/ocean/projects/cis210027p/swang26/miniconda3/envs/espnet_codec_robustness/lib/python3.10/site-packages/torch/nn/utils/weight_norm.py:28: UserWarning: torch.nn.utils.weight_norm is deprecated in favor of torch.nn.utils.parametrizations.weight_norm.
+  warnings.warn("torch.nn.utils.weight_norm is deprecated in favor of torch.nn.utils.parametrizations.weight_norm.")
+/ocean/projects/cis210027p/swang26/miniconda3/envs/espnet_codec_robustness/lib/python3.10/site-packages/librosa/util/decorators.py:88: UserWarning: Empty filters detected in mel frequency basis. Some channels will produce empty responses. Try increasing your sampling rate (and fmax) or reducing n_mels.
+  return f(*args, **kwargs)
+/ocean/projects/cis210027p/swang26/miniconda3/envs/espnet_codec_robustness/lib/python3.10/site-packages/torch/nn/modules/conv.py:306: UserWarning: Applied workaround for CuDNN issue, install nvrtc.so (Triggered internally at ../aten/src/ATen/native/cudnn/Conv_v8.cpp:84.)
+  return F.conv1d(input, weight, bias, self.stride,
+# Accounting: time=13 threads=1
+# Ended (code 0) at Fri Oct 11 09:49:37 EDT 2024, elapsed time 13 seconds
diff --git a/esc50_dev_fold_4/logdir/wav.1.scp b/esc50_dev_fold_4/logdir/wav.1.scp
new file mode 100644
index 0000000000000000000000000000000000000000..a05e4891a380535e25d157ec77cacadcc87fee09
--- /dev/null
+++ b/esc50_dev_fold_4/logdir/wav.1.scp
@@ -0,0 +1,20 @@
+1-103298-A-9 dump_16000/audio_raw_tts_esc/org/esc50_dev_fold_4/data/format.1/data_wav.ark:13
+1-12653-A-15 dump_16000/audio_raw_tts_esc/org/esc50_dev_fold_4/data/format.1/data_wav.ark:117408
+1-137296-A-16 dump_16000/audio_raw_tts_esc/org/esc50_dev_fold_4/data/format.1/data_wav.ark:199806
+1-160563-B-48 dump_16000/audio_raw_tts_esc/org/esc50_dev_fold_4/data/format.1/data_wav.ark:299854
+1-17124-A-43 dump_16000/audio_raw_tts_esc/org/esc50_dev_fold_4/data/format.1/data_wav.ark:369195
+1-172649-F-40 dump_16000/audio_raw_tts_esc/org/esc50_dev_fold_4/data/format.1/data_wav.ark:384889
+1-17742-A-12 dump_16000/audio_raw_tts_esc/org/esc50_dev_fold_4/data/format.1/data_wav.ark:512281
+1-18527-B-44 dump_16000/audio_raw_tts_esc/org/esc50_dev_fold_4/data/format.1/data_wav.ark:599390
+1-18755-B-4 dump_16000/audio_raw_tts_esc/org/esc50_dev_fold_4/data/format.1/data_wav.ark:695221
+1-19872-B-36 dump_16000/audio_raw_tts_esc/org/esc50_dev_fold_4/data/format.1/data_wav.ark:805369
+1-208757-C-2 dump_16000/audio_raw_tts_esc/org/esc50_dev_fold_4/data/format.1/data_wav.ark:931316
+1-208757-D-2 dump_16000/audio_raw_tts_esc/org/esc50_dev_fold_4/data/format.1/data_wav.ark:1049037
+1-21189-A-10 dump_16000/audio_raw_tts_esc/org/esc50_dev_fold_4/data/format.1/data_wav.ark:1169450
+1-21421-A-46 dump_16000/audio_raw_tts_esc/org/esc50_dev_fold_4/data/format.1/data_wav.ark:1302667
+1-21935-A-38 dump_16000/audio_raw_tts_esc/org/esc50_dev_fold_4/data/format.1/data_wav.ark:1425476
+1-30344-A-0 dump_16000/audio_raw_tts_esc/org/esc50_dev_fold_4/data/format.1/data_wav.ark:1510865
+1-34119-A-1 dump_16000/audio_raw_tts_esc/org/esc50_dev_fold_4/data/format.1/data_wav.ark:1581542
+1-34853-A-37 dump_16000/audio_raw_tts_esc/org/esc50_dev_fold_4/data/format.1/data_wav.ark:1620244
+1-37226-A-29 dump_16000/audio_raw_tts_esc/org/esc50_dev_fold_4/data/format.1/data_wav.ark:1741235
+1-39835-B-9 dump_16000/audio_raw_tts_esc/org/esc50_dev_fold_4/data/format.1/data_wav.ark:1785352
diff --git a/esc50_dev_fold_4/logdir/wav.2.scp b/esc50_dev_fold_4/logdir/wav.2.scp
new file mode 100644
index 0000000000000000000000000000000000000000..4763739f5c5b57f0f4cb69021211f0407f58253d
--- /dev/null
+++ b/esc50_dev_fold_4/logdir/wav.2.scp
@@ -0,0 +1,20 @@
+1-40730-A-1 dump_16000/audio_raw_tts_esc/org/esc50_dev_fold_4/data/format.2/data_wav.ark:12
+1-40967-A-28 dump_16000/audio_raw_tts_esc/org/esc50_dev_fold_4/data/format.2/data_wav.ark:55970
+1-50623-A-15 dump_16000/audio_raw_tts_esc/org/esc50_dev_fold_4/data/format.2/data_wav.ark:128179
+1-51147-A-25 dump_16000/audio_raw_tts_esc/org/esc50_dev_fold_4/data/format.2/data_wav.ark:178588
+1-51805-D-33 dump_16000/audio_raw_tts_esc/org/esc50_dev_fold_4/data/format.2/data_wav.ark:251544
+1-53467-A-47 dump_16000/audio_raw_tts_esc/org/esc50_dev_fold_4/data/format.2/data_wav.ark:335821
+1-54065-A-45 dump_16000/audio_raw_tts_esc/org/esc50_dev_fold_4/data/format.2/data_wav.ark:436210
+1-54918-B-14 dump_16000/audio_raw_tts_esc/org/esc50_dev_fold_4/data/format.2/data_wav.ark:550535
+1-57316-A-13 dump_16000/audio_raw_tts_esc/org/esc50_dev_fold_4/data/format.2/data_wav.ark:645041
+1-57795-A-8 dump_16000/audio_raw_tts_esc/org/esc50_dev_fold_4/data/format.2/data_wav.ark:720623
+1-58923-A-27 dump_16000/audio_raw_tts_esc/org/esc50_dev_fold_4/data/format.2/data_wav.ark:808198
+1-60997-B-20 dump_16000/audio_raw_tts_esc/org/esc50_dev_fold_4/data/format.2/data_wav.ark:935722
+1-61252-A-11 dump_16000/audio_raw_tts_esc/org/esc50_dev_fold_4/data/format.2/data_wav.ark:1045522
+1-67432-A-27 dump_16000/audio_raw_tts_esc/org/esc50_dev_fold_4/data/format.2/data_wav.ark:1170190
+1-79113-A-5 dump_16000/audio_raw_tts_esc/org/esc50_dev_fold_4/data/format.2/data_wav.ark:1289319
+1-79220-A-17 dump_16000/audio_raw_tts_esc/org/esc50_dev_fold_4/data/format.2/data_wav.ark:1352514
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diff --git a/esc50_dev_fold_4/token_lists/codec_token_list b/esc50_dev_fold_4/token_lists/codec_token_list
new file mode 100644
index 0000000000000000000000000000000000000000..3d5876836443e4f7353e8f81ecefb829f3745b0c
--- /dev/null
+++ b/esc50_dev_fold_4/token_lists/codec_token_list
@@ -0,0 +1,8192 @@
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index 0000000000000000000000000000000000000000..fceeb22b82c4f669b339491028635e6eed3f93ca
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diff --git a/esc50_dev_fold_4/utt2spk b/esc50_dev_fold_4/utt2spk
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+2-114609-A-28 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_4/data/wav_codec_ESPnet.3.ark:80179
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+2-117615-E-48 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_4/data/wav_codec_ESPnet.3.ark:100221
+2-120333-A-32 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_4/data/wav_codec_ESPnet.3.ark:110242
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+2-131943-A-38 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_4/data/wav_codec_ESPnet.3.ark:140305
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+2-141682-B-36 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_4/data/wav_codec_ESPnet.3.ark:160347
+2-146877-A-31 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_4/data/wav_codec_ESPnet.3.ark:170368
+2-166644-B-2 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_4/data/wav_codec_ESPnet.3.ark:180388
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+2-39443-B-19 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_4/data/wav_codec_ESPnet.4.ark:30073
+2-50665-A-20 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_4/data/wav_codec_ESPnet.4.ark:40093
+2-50666-A-20 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_4/data/wav_codec_ESPnet.4.ark:50113
+2-60180-B-49 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_4/data/wav_codec_ESPnet.4.ark:60133
+2-61311-A-12 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_4/data/wav_codec_ESPnet.4.ark:70153
+2-70052-A-42 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_4/data/wav_codec_ESPnet.4.ark:80173
+2-73027-A-10 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_4/data/wav_codec_ESPnet.4.ark:90193
+2-76408-B-22 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_4/data/wav_codec_ESPnet.4.ark:100213
+2-79769-A-26 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_4/data/wav_codec_ESPnet.4.ark:110233
+2-82077-A-7 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_4/data/wav_codec_ESPnet.4.ark:120252
+2-86160-A-27 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_4/data/wav_codec_ESPnet.4.ark:130272
+2-87794-A-24 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_4/data/wav_codec_ESPnet.4.ark:140292
+2-96654-A-47 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_4/data/wav_codec_ESPnet.4.ark:150312
+2-96904-A-27 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_4/data/wav_codec_ESPnet.4.ark:160332
+2-99955-C-7 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_4/data/wav_codec_ESPnet.4.ark:170351
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+3-117504-A-16 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_4/data/wav_codec_ESPnet.4.ark:190393
+3-118069-A-27 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_4/data/wav_codec_ESPnet.5.ark:14
+3-118069-B-27 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_4/data/wav_codec_ESPnet.5.ark:10035
+3-119120-C-48 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_4/data/wav_codec_ESPnet.5.ark:20056
+3-132830-A-32 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_4/data/wav_codec_ESPnet.5.ark:30077
+3-136608-A-16 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_4/data/wav_codec_ESPnet.5.ark:40098
+3-139958-A-37 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_4/data/wav_codec_ESPnet.5.ark:50119
+3-142605-A-21 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_4/data/wav_codec_ESPnet.5.ark:60140
+3-143933-A-38 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_4/data/wav_codec_ESPnet.5.ark:70161
+3-145577-A-43 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_4/data/wav_codec_ESPnet.5.ark:80182
+3-150363-A-38 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_4/data/wav_codec_ESPnet.5.ark:90203
+3-152007-E-20 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_4/data/wav_codec_ESPnet.5.ark:100224
+3-154378-A-30 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_4/data/wav_codec_ESPnet.5.ark:110245
+3-155130-A-43 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_4/data/wav_codec_ESPnet.5.ark:120266
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+5-219379-B-11 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_4/data/wav_codec_ESPnet.8.ark:70160
+5-221529-A-39 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_4/data/wav_codec_ESPnet.8.ark:80181
+5-221568-A-22 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_4/data/wav_codec_ESPnet.8.ark:90202
+5-234855-A-25 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_4/data/wav_codec_ESPnet.8.ark:100223
+5-235956-A-47 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_4/data/wav_codec_ESPnet.8.ark:110244
+5-242490-A-14 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_4/data/wav_codec_ESPnet.8.ark:120265
+5-243450-A-14 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_4/data/wav_codec_ESPnet.8.ark:130286
+5-243459-A-14 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_4/data/wav_codec_ESPnet.8.ark:140307
+5-245040-A-35 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_4/data/wav_codec_ESPnet.8.ark:150328
+5-250026-B-30 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_4/data/wav_codec_ESPnet.8.ark:160349
+5-253094-D-49 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_4/data/wav_codec_ESPnet.8.ark:170370
+5-259640-A-29 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_4/data/wav_codec_ESPnet.8.ark:180391
+5-260164-A-23 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_4/data/wav_codec_ESPnet.8.ark:190412
diff --git a/esc50_dev_fold_5/data.json b/esc50_dev_fold_5/data.json
new file mode 100644
index 0000000000000000000000000000000000000000..9619073d65916f6ea856bc8de78adb891d39f427
--- /dev/null
+++ b/esc50_dev_fold_5/data.json
@@ -0,0 +1,175 @@
+{
+    "task": "tts",
+    "vocabularies": [
+        "dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_5/token_lists/g2p_token_list",
+        "dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_5/token_lists/codec_token_list"
+    ],
+    "data_files": [
+        "dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_5/index_files/text,g2p,text",
+        "dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_5/index_files/utt2spk,spk,text",
+        "dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_5/index_files/wav.scp,codec,kaldi_ark"
+    ],
+    "num_examples": 160,
+    "examples": [
+        "1-103298-A-9",
+        "1-12653-A-15",
+        "1-137296-A-16",
+        "1-160563-B-48",
+        "1-17124-A-43",
+        "1-172649-F-40",
+        "1-17742-A-12",
+        "1-18527-B-44",
+        "1-18755-B-4",
+        "1-19872-B-36",
+        "1-208757-C-2",
+        "1-208757-D-2",
+        "1-21189-A-10",
+        "1-21421-A-46",
+        "1-21935-A-38",
+        "1-30344-A-0",
+        "1-34119-A-1",
+        "1-34853-A-37",
+        "1-37226-A-29",
+        "1-39835-B-9",
+        "1-40730-A-1",
+        "1-40967-A-28",
+        "1-50623-A-15",
+        "1-51147-A-25",
+        "1-51805-D-33",
+        "1-53467-A-47",
+        "1-54065-A-45",
+        "1-54918-B-14",
+        "1-57316-A-13",
+        "1-57795-A-8",
+        "1-58923-A-27",
+        "1-60997-B-20",
+        "1-61252-A-11",
+        "1-67432-A-27",
+        "1-79113-A-5",
+        "1-79220-A-17",
+        "1-85123-A-31",
+        "1-90797-A-15",
+        "2-100786-A-1",
+        "2-102414-F-17",
+        "2-102852-A-11",
+        "2-103427-A-3",
+        "2-104476-A-37",
+        "2-107228-A-44",
+        "2-108767-A-9",
+        "2-109371-A-16",
+        "2-109374-A-16",
+        "2-114280-A-0",
+        "2-114609-A-28",
+        "2-117615-B-48",
+        "2-117615-E-48",
+        "2-120333-A-32",
+        "2-123712-A-33",
+        "2-123896-A-24",
+        "2-131943-A-38",
+        "2-135860-A-49",
+        "2-141682-B-36",
+        "2-146877-A-31",
+        "2-166644-B-2",
+        "2-166644-C-2",
+        "2-184077-A-49",
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+        "2-37806-D-40",
+        "2-39443-B-19",
+        "2-50665-A-20",
+        "2-50666-A-20",
+        "2-60180-B-49",
+        "2-61311-A-12",
+        "2-70052-A-42",
+        "2-73027-A-10",
+        "2-76408-B-22",
+        "2-79769-A-26",
+        "2-82077-A-7",
+        "2-86160-A-27",
+        "2-87794-A-24",
+        "2-96654-A-47",
+        "2-96904-A-27",
+        "2-99955-C-7",
+        "3-103051-C-19",
+        "3-117504-A-16",
+        "3-118069-A-27",
+        "3-118069-B-27",
+        "3-119120-C-48",
+        "3-132830-A-32",
+        "3-136608-A-16",
+        "3-139958-A-37",
+        "3-142605-A-21",
+        "3-143933-A-38",
+        "3-145577-A-43",
+        "3-150363-A-38",
+        "3-152007-E-20",
+        "3-154378-A-30",
+        "3-155130-A-43",
+        "3-155556-A-31",
+        "3-155577-A-14",
+        "3-158476-A-12",
+        "3-160119-A-15",
+        "3-162786-A-13",
+        "3-164593-A-15",
+        "3-164594-A-15",
+        "3-164688-A-38",
+        "3-170312-A-31",
+        "3-171012-A-38",
+        "3-171041-A-38",
+        "3-172922-A-48",
+        "3-193767-A-47",
+        "3-216280-A-39",
+        "3-243726-A-43",
+        "3-253084-C-2",
+        "3-257858-A-2",
+        "3-51909-B-42",
+        "3-70962-A-4",
+        "3-93010-A-18",
+        "3-98869-A-46",
+        "4-125825-A-46",
+        "4-126046-A-18",
+        "4-132816-A-26",
+        "4-132839-A-33",
+        "4-138344-A-9",
+        "4-144468-B-27",
+        "4-154405-A-27",
+        "4-155670-A-26",
+        "4-156827-A-46",
+        "4-157297-A-21",
+        "4-159426-A-9",
+        "4-161519-A-19",
+        "4-161579-B-40",
+        "4-163609-B-16",
+        "4-164064-A-1",
+        "4-164859-A-1",
+        "4-165791-B-45",
+        "4-165845-B-45",
+        "4-165933-A-45",
+        "4-166661-A-10",
+        "4-167077-A-20",
+        "4-172500-B-27",
+        "4-172732-A-36",
+        "4-172736-B-36",
+        "4-172742-A-32",
+        "4-174797-A-15",
+        "4-175000-A-40",
+        "4-181599-A-26",
+        "4-182034-A-30",
+        "4-183992-A-0",
+        "4-184237-A-28",
+        "4-185575-C-20",
+        "4-186936-A-44",
+        "4-186940-A-44",
+        "4-188003-A-34",
+        "4-188191-A-29",
+        "4-194246-A-13",
+        "4-195497-B-11",
+        "4-198360-B-49",
+        "4-201800-A-31",
+        "4-201988-A-44",
+        "4-205526-A-23",
+        "4-209698-A-37",
+        "4-216349-A-34",
+        "4-244318-A-6",
+        "4-250869-A-2"
+    ]
+}
\ No newline at end of file
diff --git a/esc50_dev_fold_5/data/wav_codec_ESPnet.1.ark b/esc50_dev_fold_5/data/wav_codec_ESPnet.1.ark
new file mode 100644
index 0000000000000000000000000000000000000000..339cc59c2b52acc65d8c9f3d69330c31677f8615
Binary files /dev/null and b/esc50_dev_fold_5/data/wav_codec_ESPnet.1.ark differ
diff --git a/esc50_dev_fold_5/data/wav_codec_ESPnet.1.scp b/esc50_dev_fold_5/data/wav_codec_ESPnet.1.scp
new file mode 100644
index 0000000000000000000000000000000000000000..77e3dd5de91490300a7346c2545c735dddb906c5
--- /dev/null
+++ b/esc50_dev_fold_5/data/wav_codec_ESPnet.1.scp
@@ -0,0 +1,20 @@
+1-103298-A-9 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_5/data/wav_codec_ESPnet.1.ark:13
+1-12653-A-15 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_5/data/wav_codec_ESPnet.1.ark:10033
+1-137296-A-16 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_5/data/wav_codec_ESPnet.1.ark:20054
+1-160563-B-48 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_5/data/wav_codec_ESPnet.1.ark:30075
+1-17124-A-43 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_5/data/wav_codec_ESPnet.1.ark:40095
+1-172649-F-40 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_5/data/wav_codec_ESPnet.1.ark:50116
+1-17742-A-12 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_5/data/wav_codec_ESPnet.1.ark:60136
+1-18527-B-44 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_5/data/wav_codec_ESPnet.1.ark:70156
+1-18755-B-4 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_5/data/wav_codec_ESPnet.1.ark:80175
+1-19872-B-36 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_5/data/wav_codec_ESPnet.1.ark:90195
+1-208757-C-2 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_5/data/wav_codec_ESPnet.1.ark:100215
+1-208757-D-2 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_5/data/wav_codec_ESPnet.1.ark:110235
+1-21189-A-10 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_5/data/wav_codec_ESPnet.1.ark:120255
+1-21421-A-46 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_5/data/wav_codec_ESPnet.1.ark:130275
+1-21935-A-38 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_5/data/wav_codec_ESPnet.1.ark:140295
+1-30344-A-0 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_5/data/wav_codec_ESPnet.1.ark:150314
+1-34119-A-1 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_5/data/wav_codec_ESPnet.1.ark:160333
+1-34853-A-37 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_5/data/wav_codec_ESPnet.1.ark:170353
+1-37226-A-29 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_5/data/wav_codec_ESPnet.1.ark:180373
+1-39835-B-9 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_5/data/wav_codec_ESPnet.1.ark:190392
diff --git a/esc50_dev_fold_5/data/wav_codec_ESPnet.2.ark b/esc50_dev_fold_5/data/wav_codec_ESPnet.2.ark
new file mode 100644
index 0000000000000000000000000000000000000000..65bd9a9d93240a449d34dcff132834e0c717dd9e
Binary files /dev/null and b/esc50_dev_fold_5/data/wav_codec_ESPnet.2.ark differ
diff --git a/esc50_dev_fold_5/data/wav_codec_ESPnet.2.scp b/esc50_dev_fold_5/data/wav_codec_ESPnet.2.scp
new file mode 100644
index 0000000000000000000000000000000000000000..2d0324a39941cebc21a844cf06eddac8d33b7775
--- /dev/null
+++ b/esc50_dev_fold_5/data/wav_codec_ESPnet.2.scp
@@ -0,0 +1,20 @@
+1-40730-A-1 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_5/data/wav_codec_ESPnet.2.ark:12
+1-40967-A-28 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_5/data/wav_codec_ESPnet.2.ark:10032
+1-50623-A-15 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_5/data/wav_codec_ESPnet.2.ark:20052
+1-51147-A-25 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_5/data/wav_codec_ESPnet.2.ark:30072
+1-51805-D-33 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_5/data/wav_codec_ESPnet.2.ark:40092
+1-53467-A-47 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_5/data/wav_codec_ESPnet.2.ark:50112
+1-54065-A-45 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_5/data/wav_codec_ESPnet.2.ark:60132
+1-54918-B-14 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_5/data/wav_codec_ESPnet.2.ark:70152
+1-57316-A-13 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_5/data/wav_codec_ESPnet.2.ark:80172
+1-57795-A-8 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_5/data/wav_codec_ESPnet.2.ark:90191
+1-58923-A-27 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_5/data/wav_codec_ESPnet.2.ark:100211
+1-60997-B-20 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_5/data/wav_codec_ESPnet.2.ark:110231
+1-61252-A-11 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_5/data/wav_codec_ESPnet.2.ark:120251
+1-67432-A-27 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_5/data/wav_codec_ESPnet.2.ark:130271
+1-79113-A-5 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_5/data/wav_codec_ESPnet.2.ark:140290
+1-79220-A-17 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_5/data/wav_codec_ESPnet.2.ark:150310
+1-85123-A-31 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_5/data/wav_codec_ESPnet.2.ark:160330
+1-90797-A-15 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_5/data/wav_codec_ESPnet.2.ark:170350
+2-100786-A-1 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_5/data/wav_codec_ESPnet.2.ark:180370
+2-102414-F-17 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_5/data/wav_codec_ESPnet.2.ark:190391
diff --git a/esc50_dev_fold_5/data/wav_codec_ESPnet.3.ark b/esc50_dev_fold_5/data/wav_codec_ESPnet.3.ark
new file mode 100644
index 0000000000000000000000000000000000000000..57280de228dbbb278b24bc384fb0725a209925d8
Binary files /dev/null and b/esc50_dev_fold_5/data/wav_codec_ESPnet.3.ark differ
diff --git a/esc50_dev_fold_5/data/wav_codec_ESPnet.3.scp b/esc50_dev_fold_5/data/wav_codec_ESPnet.3.scp
new file mode 100644
index 0000000000000000000000000000000000000000..87cf9db080bc0bcb938a71b1e68cff0ce713b9db
--- /dev/null
+++ b/esc50_dev_fold_5/data/wav_codec_ESPnet.3.scp
@@ -0,0 +1,20 @@
+2-102852-A-11 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_5/data/wav_codec_ESPnet.3.ark:14
+2-103427-A-3 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_5/data/wav_codec_ESPnet.3.ark:10034
+2-104476-A-37 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_5/data/wav_codec_ESPnet.3.ark:20055
+2-107228-A-44 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_5/data/wav_codec_ESPnet.3.ark:30076
+2-108767-A-9 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_5/data/wav_codec_ESPnet.3.ark:40096
+2-109371-A-16 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_5/data/wav_codec_ESPnet.3.ark:50117
+2-109374-A-16 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_5/data/wav_codec_ESPnet.3.ark:60138
+2-114280-A-0 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_5/data/wav_codec_ESPnet.3.ark:70158
+2-114609-A-28 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_5/data/wav_codec_ESPnet.3.ark:80179
+2-117615-B-48 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_5/data/wav_codec_ESPnet.3.ark:90200
+2-117615-E-48 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_5/data/wav_codec_ESPnet.3.ark:100221
+2-120333-A-32 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_5/data/wav_codec_ESPnet.3.ark:110242
+2-123712-A-33 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_5/data/wav_codec_ESPnet.3.ark:120263
+2-123896-A-24 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_5/data/wav_codec_ESPnet.3.ark:130284
+2-131943-A-38 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_5/data/wav_codec_ESPnet.3.ark:140305
+2-135860-A-49 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_5/data/wav_codec_ESPnet.3.ark:150326
+2-141682-B-36 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_5/data/wav_codec_ESPnet.3.ark:160347
+2-146877-A-31 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_5/data/wav_codec_ESPnet.3.ark:170368
+2-166644-B-2 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_5/data/wav_codec_ESPnet.3.ark:180388
+2-166644-C-2 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_5/data/wav_codec_ESPnet.3.ark:190408
diff --git a/esc50_dev_fold_5/data/wav_codec_ESPnet.4.ark b/esc50_dev_fold_5/data/wav_codec_ESPnet.4.ark
new file mode 100644
index 0000000000000000000000000000000000000000..48bdaa6c38b30ce7e6d4f7661bb8d25dc2ff25cc
Binary files /dev/null and b/esc50_dev_fold_5/data/wav_codec_ESPnet.4.ark differ
diff --git a/esc50_dev_fold_5/data/wav_codec_ESPnet.4.scp b/esc50_dev_fold_5/data/wav_codec_ESPnet.4.scp
new file mode 100644
index 0000000000000000000000000000000000000000..180f7bdcfdfd420ae909b0d4664071cab5ca317c
--- /dev/null
+++ b/esc50_dev_fold_5/data/wav_codec_ESPnet.4.scp
@@ -0,0 +1,20 @@
+2-184077-A-49 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_5/data/wav_codec_ESPnet.4.ark:14
+2-32834-A-4 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_5/data/wav_codec_ESPnet.4.ark:10033
+2-37806-D-40 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_5/data/wav_codec_ESPnet.4.ark:20053
+2-39443-B-19 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_5/data/wav_codec_ESPnet.4.ark:30073
+2-50665-A-20 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_5/data/wav_codec_ESPnet.4.ark:40093
+2-50666-A-20 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_5/data/wav_codec_ESPnet.4.ark:50113
+2-60180-B-49 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_5/data/wav_codec_ESPnet.4.ark:60133
+2-61311-A-12 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_5/data/wav_codec_ESPnet.4.ark:70153
+2-70052-A-42 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_5/data/wav_codec_ESPnet.4.ark:80173
+2-73027-A-10 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_5/data/wav_codec_ESPnet.4.ark:90193
+2-76408-B-22 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_5/data/wav_codec_ESPnet.4.ark:100213
+2-79769-A-26 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_5/data/wav_codec_ESPnet.4.ark:110233
+2-82077-A-7 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_5/data/wav_codec_ESPnet.4.ark:120252
+2-86160-A-27 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_5/data/wav_codec_ESPnet.4.ark:130272
+2-87794-A-24 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_5/data/wav_codec_ESPnet.4.ark:140292
+2-96654-A-47 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_5/data/wav_codec_ESPnet.4.ark:150312
+2-96904-A-27 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_5/data/wav_codec_ESPnet.4.ark:160332
+2-99955-C-7 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_5/data/wav_codec_ESPnet.4.ark:170351
+3-103051-C-19 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_5/data/wav_codec_ESPnet.4.ark:180372
+3-117504-A-16 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_5/data/wav_codec_ESPnet.4.ark:190393
diff --git a/esc50_dev_fold_5/data/wav_codec_ESPnet.5.ark b/esc50_dev_fold_5/data/wav_codec_ESPnet.5.ark
new file mode 100644
index 0000000000000000000000000000000000000000..bb5c43f760ebde25243f4c8980e0e71fb958a146
Binary files /dev/null and b/esc50_dev_fold_5/data/wav_codec_ESPnet.5.ark differ
diff --git a/esc50_dev_fold_5/data/wav_codec_ESPnet.5.scp b/esc50_dev_fold_5/data/wav_codec_ESPnet.5.scp
new file mode 100644
index 0000000000000000000000000000000000000000..bd46db28c91de67858c90929c6a8a1fbb70dc7b3
--- /dev/null
+++ b/esc50_dev_fold_5/data/wav_codec_ESPnet.5.scp
@@ -0,0 +1,20 @@
+3-118069-A-27 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_5/data/wav_codec_ESPnet.5.ark:14
+3-118069-B-27 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_5/data/wav_codec_ESPnet.5.ark:10035
+3-119120-C-48 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_5/data/wav_codec_ESPnet.5.ark:20056
+3-132830-A-32 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_5/data/wav_codec_ESPnet.5.ark:30077
+3-136608-A-16 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_5/data/wav_codec_ESPnet.5.ark:40098
+3-139958-A-37 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_5/data/wav_codec_ESPnet.5.ark:50119
+3-142605-A-21 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_5/data/wav_codec_ESPnet.5.ark:60140
+3-143933-A-38 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_5/data/wav_codec_ESPnet.5.ark:70161
+3-145577-A-43 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_5/data/wav_codec_ESPnet.5.ark:80182
+3-150363-A-38 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_5/data/wav_codec_ESPnet.5.ark:90203
+3-152007-E-20 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_5/data/wav_codec_ESPnet.5.ark:100224
+3-154378-A-30 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_5/data/wav_codec_ESPnet.5.ark:110245
+3-155130-A-43 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_5/data/wav_codec_ESPnet.5.ark:120266
+3-155556-A-31 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_5/data/wav_codec_ESPnet.5.ark:130287
+3-155577-A-14 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_5/data/wav_codec_ESPnet.5.ark:140308
+3-158476-A-12 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_5/data/wav_codec_ESPnet.5.ark:150329
+3-160119-A-15 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_5/data/wav_codec_ESPnet.5.ark:160350
+3-162786-A-13 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_5/data/wav_codec_ESPnet.5.ark:170371
+3-164593-A-15 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_5/data/wav_codec_ESPnet.5.ark:180392
+3-164594-A-15 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_5/data/wav_codec_ESPnet.5.ark:190413
diff --git a/esc50_dev_fold_5/data/wav_codec_ESPnet.6.ark b/esc50_dev_fold_5/data/wav_codec_ESPnet.6.ark
new file mode 100644
index 0000000000000000000000000000000000000000..92693ba911c874a3911b31bee96c4dd5a6eeea67
Binary files /dev/null and b/esc50_dev_fold_5/data/wav_codec_ESPnet.6.ark differ
diff --git a/esc50_dev_fold_5/data/wav_codec_ESPnet.6.scp b/esc50_dev_fold_5/data/wav_codec_ESPnet.6.scp
new file mode 100644
index 0000000000000000000000000000000000000000..09e599c8cb9d1802be050801222533fef9d0639a
--- /dev/null
+++ b/esc50_dev_fold_5/data/wav_codec_ESPnet.6.scp
@@ -0,0 +1,20 @@
+3-164688-A-38 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_5/data/wav_codec_ESPnet.6.ark:14
+3-170312-A-31 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_5/data/wav_codec_ESPnet.6.ark:10035
+3-171012-A-38 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_5/data/wav_codec_ESPnet.6.ark:20056
+3-171041-A-38 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_5/data/wav_codec_ESPnet.6.ark:30077
+3-172922-A-48 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_5/data/wav_codec_ESPnet.6.ark:40098
+3-193767-A-47 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_5/data/wav_codec_ESPnet.6.ark:50119
+3-216280-A-39 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_5/data/wav_codec_ESPnet.6.ark:60140
+3-243726-A-43 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_5/data/wav_codec_ESPnet.6.ark:70161
+3-253084-C-2 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_5/data/wav_codec_ESPnet.6.ark:80181
+3-257858-A-2 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_5/data/wav_codec_ESPnet.6.ark:90201
+3-51909-B-42 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_5/data/wav_codec_ESPnet.6.ark:100221
+3-70962-A-4 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_5/data/wav_codec_ESPnet.6.ark:110240
+3-93010-A-18 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_5/data/wav_codec_ESPnet.6.ark:120260
+3-98869-A-46 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_5/data/wav_codec_ESPnet.6.ark:130280
+4-125825-A-46 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_5/data/wav_codec_ESPnet.6.ark:140301
+4-126046-A-18 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_5/data/wav_codec_ESPnet.6.ark:150322
+4-132816-A-26 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_5/data/wav_codec_ESPnet.6.ark:160343
+4-132839-A-33 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_5/data/wav_codec_ESPnet.6.ark:170364
+4-138344-A-9 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_5/data/wav_codec_ESPnet.6.ark:180384
+4-144468-B-27 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_5/data/wav_codec_ESPnet.6.ark:190405
diff --git a/esc50_dev_fold_5/data/wav_codec_ESPnet.7.ark b/esc50_dev_fold_5/data/wav_codec_ESPnet.7.ark
new file mode 100644
index 0000000000000000000000000000000000000000..4e09c3beba4b71b6f4e98f5d3f0479aae7cf8f81
Binary files /dev/null and b/esc50_dev_fold_5/data/wav_codec_ESPnet.7.ark differ
diff --git a/esc50_dev_fold_5/data/wav_codec_ESPnet.7.scp b/esc50_dev_fold_5/data/wav_codec_ESPnet.7.scp
new file mode 100644
index 0000000000000000000000000000000000000000..2500bb7d8148dff9ed2dc1b340d83a6e56b7dd43
--- /dev/null
+++ b/esc50_dev_fold_5/data/wav_codec_ESPnet.7.scp
@@ -0,0 +1,20 @@
+4-154405-A-27 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_5/data/wav_codec_ESPnet.7.ark:14
+4-155670-A-26 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_5/data/wav_codec_ESPnet.7.ark:10035
+4-156827-A-46 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_5/data/wav_codec_ESPnet.7.ark:20056
+4-157297-A-21 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_5/data/wav_codec_ESPnet.7.ark:30077
+4-159426-A-9 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_5/data/wav_codec_ESPnet.7.ark:40097
+4-161519-A-19 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_5/data/wav_codec_ESPnet.7.ark:50118
+4-161579-B-40 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_5/data/wav_codec_ESPnet.7.ark:60139
+4-163609-B-16 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_5/data/wav_codec_ESPnet.7.ark:70160
+4-164064-A-1 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_5/data/wav_codec_ESPnet.7.ark:80180
+4-164859-A-1 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_5/data/wav_codec_ESPnet.7.ark:90200
+4-165791-B-45 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_5/data/wav_codec_ESPnet.7.ark:100221
+4-165845-B-45 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_5/data/wav_codec_ESPnet.7.ark:110242
+4-165933-A-45 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_5/data/wav_codec_ESPnet.7.ark:120263
+4-166661-A-10 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_5/data/wav_codec_ESPnet.7.ark:130284
+4-167077-A-20 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_5/data/wav_codec_ESPnet.7.ark:140305
+4-172500-B-27 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_5/data/wav_codec_ESPnet.7.ark:150326
+4-172732-A-36 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_5/data/wav_codec_ESPnet.7.ark:160347
+4-172736-B-36 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_5/data/wav_codec_ESPnet.7.ark:170368
+4-172742-A-32 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_5/data/wav_codec_ESPnet.7.ark:180389
+4-174797-A-15 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_5/data/wav_codec_ESPnet.7.ark:190410
diff --git a/esc50_dev_fold_5/data/wav_codec_ESPnet.8.ark b/esc50_dev_fold_5/data/wav_codec_ESPnet.8.ark
new file mode 100644
index 0000000000000000000000000000000000000000..8427f48bf6785a2f842bc2c55bb4c563691c6ed2
Binary files /dev/null and b/esc50_dev_fold_5/data/wav_codec_ESPnet.8.ark differ
diff --git a/esc50_dev_fold_5/data/wav_codec_ESPnet.8.scp b/esc50_dev_fold_5/data/wav_codec_ESPnet.8.scp
new file mode 100644
index 0000000000000000000000000000000000000000..829703b8961379c52ef3181a7667f423e473867c
--- /dev/null
+++ b/esc50_dev_fold_5/data/wav_codec_ESPnet.8.scp
@@ -0,0 +1,20 @@
+4-175000-A-40 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_5/data/wav_codec_ESPnet.8.ark:14
+4-181599-A-26 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_5/data/wav_codec_ESPnet.8.ark:10035
+4-182034-A-30 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_5/data/wav_codec_ESPnet.8.ark:20056
+4-183992-A-0 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_5/data/wav_codec_ESPnet.8.ark:30076
+4-184237-A-28 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_5/data/wav_codec_ESPnet.8.ark:40097
+4-185575-C-20 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_5/data/wav_codec_ESPnet.8.ark:50118
+4-186936-A-44 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_5/data/wav_codec_ESPnet.8.ark:60139
+4-186940-A-44 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_5/data/wav_codec_ESPnet.8.ark:70160
+4-188003-A-34 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_5/data/wav_codec_ESPnet.8.ark:80181
+4-188191-A-29 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_5/data/wav_codec_ESPnet.8.ark:90202
+4-194246-A-13 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_5/data/wav_codec_ESPnet.8.ark:100223
+4-195497-B-11 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_5/data/wav_codec_ESPnet.8.ark:110244
+4-198360-B-49 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_5/data/wav_codec_ESPnet.8.ark:120265
+4-201800-A-31 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_5/data/wav_codec_ESPnet.8.ark:130286
+4-201988-A-44 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_5/data/wav_codec_ESPnet.8.ark:140307
+4-205526-A-23 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_5/data/wav_codec_ESPnet.8.ark:150328
+4-209698-A-37 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_5/data/wav_codec_ESPnet.8.ark:160349
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+2-114609-A-28 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_5/data/wav_codec_ESPnet.3.ark:80179
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+2-117615-E-48 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_5/data/wav_codec_ESPnet.3.ark:100221
+2-120333-A-32 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_5/data/wav_codec_ESPnet.3.ark:110242
+2-123712-A-33 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_5/data/wav_codec_ESPnet.3.ark:120263
+2-123896-A-24 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_5/data/wav_codec_ESPnet.3.ark:130284
+2-131943-A-38 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_5/data/wav_codec_ESPnet.3.ark:140305
+2-135860-A-49 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_5/data/wav_codec_ESPnet.3.ark:150326
+2-141682-B-36 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_5/data/wav_codec_ESPnet.3.ark:160347
+2-146877-A-31 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_5/data/wav_codec_ESPnet.3.ark:170368
+2-166644-B-2 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_5/data/wav_codec_ESPnet.3.ark:180388
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+2-32834-A-4 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_5/data/wav_codec_ESPnet.4.ark:10033
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+2-39443-B-19 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_5/data/wav_codec_ESPnet.4.ark:30073
+2-50665-A-20 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_5/data/wav_codec_ESPnet.4.ark:40093
+2-50666-A-20 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_5/data/wav_codec_ESPnet.4.ark:50113
+2-60180-B-49 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_5/data/wav_codec_ESPnet.4.ark:60133
+2-61311-A-12 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_5/data/wav_codec_ESPnet.4.ark:70153
+2-70052-A-42 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_5/data/wav_codec_ESPnet.4.ark:80173
+2-73027-A-10 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_5/data/wav_codec_ESPnet.4.ark:90193
+2-76408-B-22 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_5/data/wav_codec_ESPnet.4.ark:100213
+2-79769-A-26 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_5/data/wav_codec_ESPnet.4.ark:110233
+2-82077-A-7 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_5/data/wav_codec_ESPnet.4.ark:120252
+2-86160-A-27 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_5/data/wav_codec_ESPnet.4.ark:130272
+2-87794-A-24 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_5/data/wav_codec_ESPnet.4.ark:140292
+2-96654-A-47 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_5/data/wav_codec_ESPnet.4.ark:150312
+2-96904-A-27 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_5/data/wav_codec_ESPnet.4.ark:160332
+2-99955-C-7 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_5/data/wav_codec_ESPnet.4.ark:170351
+3-103051-C-19 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_5/data/wav_codec_ESPnet.4.ark:180372
+3-117504-A-16 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_5/data/wav_codec_ESPnet.4.ark:190393
+3-118069-A-27 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_5/data/wav_codec_ESPnet.5.ark:14
+3-118069-B-27 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_5/data/wav_codec_ESPnet.5.ark:10035
+3-119120-C-48 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_5/data/wav_codec_ESPnet.5.ark:20056
+3-132830-A-32 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_5/data/wav_codec_ESPnet.5.ark:30077
+3-136608-A-16 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_5/data/wav_codec_ESPnet.5.ark:40098
+3-139958-A-37 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_5/data/wav_codec_ESPnet.5.ark:50119
+3-142605-A-21 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_5/data/wav_codec_ESPnet.5.ark:60140
+3-143933-A-38 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_5/data/wav_codec_ESPnet.5.ark:70161
+3-145577-A-43 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_5/data/wav_codec_ESPnet.5.ark:80182
+3-150363-A-38 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_5/data/wav_codec_ESPnet.5.ark:90203
+3-152007-E-20 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_5/data/wav_codec_ESPnet.5.ark:100224
+3-154378-A-30 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_5/data/wav_codec_ESPnet.5.ark:110245
+3-155130-A-43 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_5/data/wav_codec_ESPnet.5.ark:120266
+3-155556-A-31 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_5/data/wav_codec_ESPnet.5.ark:130287
+3-155577-A-14 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_5/data/wav_codec_ESPnet.5.ark:140308
+3-158476-A-12 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_5/data/wav_codec_ESPnet.5.ark:150329
+3-160119-A-15 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_5/data/wav_codec_ESPnet.5.ark:160350
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+3-164593-A-15 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_5/data/wav_codec_ESPnet.5.ark:180392
+3-164594-A-15 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_5/data/wav_codec_ESPnet.5.ark:190413
+3-164688-A-38 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_5/data/wav_codec_ESPnet.6.ark:14
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+3-172922-A-48 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_5/data/wav_codec_ESPnet.6.ark:40098
+3-193767-A-47 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_5/data/wav_codec_ESPnet.6.ark:50119
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+4-205526-A-23 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_5/data/wav_codec_ESPnet.8.ark:150328
+4-209698-A-37 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_5/data/wav_codec_ESPnet.8.ark:160349
+4-216349-A-34 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_5/data/wav_codec_ESPnet.8.ark:170370
+4-244318-A-6 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_5/data/wav_codec_ESPnet.8.ark:180390
+4-250869-A-2 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_5/data/wav_codec_ESPnet.8.ark:190410
diff --git a/esc50_dev_fold_5/logdir/codec_dump_ESPnet.1.log b/esc50_dev_fold_5/logdir/codec_dump_ESPnet.1.log
new file mode 100644
index 0000000000000000000000000000000000000000..8f668bf9c1a34960f6f1a2b050e6751155d377c8
--- /dev/null
+++ b/esc50_dev_fold_5/logdir/codec_dump_ESPnet.1.log
@@ -0,0 +1,14 @@
+# python3 pyscripts/feats/dump_codec.py --codec_choice ESPnet --codec_fs 16000 --batch_size 5 --bias 0 --dump_audio false --rank 1 --vocab_file dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_5/token_lists/codec_token_list --wav_wspecifier ark,scp:dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_5/data/wav_resyn_ESPnet.1.ark,dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_5/data/wav_resyn_ESPnet.1.scp --checkpoint_path null --config_path null --hf_model_tag espnet/mls-multi_soundstream_16k scp:dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_5/logdir/wav.1.scp ark,scp:dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_5/data/wav_codec_ESPnet.1.ark,dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_5/data/wav_codec_ESPnet.1.scp 
+# Started at Fri Oct 11 09:51:02 EDT 2024
+#
+2024-10-11 09:51:04 | INFO | dump_codec | build with codec_choice: ESPnet
+
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+2024-10-11 09:51:12 | INFO | root | config file: /ocean/projects/cis210027p/swang26/miniconda3/envs/espnet_codec_robustness/lib/python3.10/site-packages/espnet_model_zoo/models--espnet--mls-multi_soundstream_16k/snapshots/74dc5ec297a04ee035e61c66d8821195ec49f462/exp/codec_mls_multi_soundstream4_large_v1.1/config.yaml
+/ocean/projects/cis210027p/swang26/miniconda3/envs/espnet_codec_robustness/lib/python3.10/site-packages/torch/nn/utils/weight_norm.py:28: UserWarning: torch.nn.utils.weight_norm is deprecated in favor of torch.nn.utils.parametrizations.weight_norm.
+  warnings.warn("torch.nn.utils.weight_norm is deprecated in favor of torch.nn.utils.parametrizations.weight_norm.")
+/ocean/projects/cis210027p/swang26/miniconda3/envs/espnet_codec_robustness/lib/python3.10/site-packages/librosa/util/decorators.py:88: UserWarning: Empty filters detected in mel frequency basis. Some channels will produce empty responses. Try increasing your sampling rate (and fmax) or reducing n_mels.
+  return f(*args, **kwargs)
+/ocean/projects/cis210027p/swang26/miniconda3/envs/espnet_codec_robustness/lib/python3.10/site-packages/torch/nn/modules/conv.py:306: UserWarning: Applied workaround for CuDNN issue, install nvrtc.so (Triggered internally at ../aten/src/ATen/native/cudnn/Conv_v8.cpp:84.)
+  return F.conv1d(input, weight, bias, self.stride,
+# Accounting: time=14 threads=1
+# Ended (code 0) at Fri Oct 11 09:51:16 EDT 2024, elapsed time 14 seconds
diff --git a/esc50_dev_fold_5/logdir/codec_dump_ESPnet.2.log b/esc50_dev_fold_5/logdir/codec_dump_ESPnet.2.log
new file mode 100644
index 0000000000000000000000000000000000000000..8f455597579b53c30e207fc266f664dfd445a631
--- /dev/null
+++ b/esc50_dev_fold_5/logdir/codec_dump_ESPnet.2.log
@@ -0,0 +1,14 @@
+# python3 pyscripts/feats/dump_codec.py --codec_choice ESPnet --codec_fs 16000 --batch_size 5 --bias 0 --dump_audio false --rank 2 --vocab_file dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_5/token_lists/codec_token_list --wav_wspecifier ark,scp:dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_5/data/wav_resyn_ESPnet.2.ark,dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_5/data/wav_resyn_ESPnet.2.scp --checkpoint_path null --config_path null --hf_model_tag espnet/mls-multi_soundstream_16k scp:dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_5/logdir/wav.2.scp ark,scp:dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_5/data/wav_codec_ESPnet.2.ark,dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_5/data/wav_codec_ESPnet.2.scp 
+# Started at Fri Oct 11 09:51:02 EDT 2024
+#
+2024-10-11 09:51:04 | INFO | dump_codec | build with codec_choice: ESPnet
+
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+2024-10-11 09:51:12 | INFO | root | config file: /ocean/projects/cis210027p/swang26/miniconda3/envs/espnet_codec_robustness/lib/python3.10/site-packages/espnet_model_zoo/models--espnet--mls-multi_soundstream_16k/snapshots/74dc5ec297a04ee035e61c66d8821195ec49f462/exp/codec_mls_multi_soundstream4_large_v1.1/config.yaml
+/ocean/projects/cis210027p/swang26/miniconda3/envs/espnet_codec_robustness/lib/python3.10/site-packages/torch/nn/utils/weight_norm.py:28: UserWarning: torch.nn.utils.weight_norm is deprecated in favor of torch.nn.utils.parametrizations.weight_norm.
+  warnings.warn("torch.nn.utils.weight_norm is deprecated in favor of torch.nn.utils.parametrizations.weight_norm.")
+/ocean/projects/cis210027p/swang26/miniconda3/envs/espnet_codec_robustness/lib/python3.10/site-packages/librosa/util/decorators.py:88: UserWarning: Empty filters detected in mel frequency basis. Some channels will produce empty responses. Try increasing your sampling rate (and fmax) or reducing n_mels.
+  return f(*args, **kwargs)
+/ocean/projects/cis210027p/swang26/miniconda3/envs/espnet_codec_robustness/lib/python3.10/site-packages/torch/nn/modules/conv.py:306: UserWarning: Applied workaround for CuDNN issue, install nvrtc.so (Triggered internally at ../aten/src/ATen/native/cudnn/Conv_v8.cpp:84.)
+  return F.conv1d(input, weight, bias, self.stride,
+# Accounting: time=13 threads=1
+# Ended (code 0) at Fri Oct 11 09:51:15 EDT 2024, elapsed time 13 seconds
diff --git a/esc50_dev_fold_5/logdir/codec_dump_ESPnet.3.log b/esc50_dev_fold_5/logdir/codec_dump_ESPnet.3.log
new file mode 100644
index 0000000000000000000000000000000000000000..b023d056b3e01db5160102c8f3251785e85550a0
--- /dev/null
+++ b/esc50_dev_fold_5/logdir/codec_dump_ESPnet.3.log
@@ -0,0 +1,14 @@
+# python3 pyscripts/feats/dump_codec.py --codec_choice ESPnet --codec_fs 16000 --batch_size 5 --bias 0 --dump_audio false --rank 3 --vocab_file dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_5/token_lists/codec_token_list --wav_wspecifier ark,scp:dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_5/data/wav_resyn_ESPnet.3.ark,dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_5/data/wav_resyn_ESPnet.3.scp --checkpoint_path null --config_path null --hf_model_tag espnet/mls-multi_soundstream_16k scp:dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_5/logdir/wav.3.scp ark,scp:dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_5/data/wav_codec_ESPnet.3.ark,dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_5/data/wav_codec_ESPnet.3.scp 
+# Started at Fri Oct 11 09:51:02 EDT 2024
+#
+2024-10-11 09:51:04 | INFO | dump_codec | build with codec_choice: ESPnet
+
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+2024-10-11 09:51:12 | INFO | root | config file: /ocean/projects/cis210027p/swang26/miniconda3/envs/espnet_codec_robustness/lib/python3.10/site-packages/espnet_model_zoo/models--espnet--mls-multi_soundstream_16k/snapshots/74dc5ec297a04ee035e61c66d8821195ec49f462/exp/codec_mls_multi_soundstream4_large_v1.1/config.yaml
+/ocean/projects/cis210027p/swang26/miniconda3/envs/espnet_codec_robustness/lib/python3.10/site-packages/torch/nn/utils/weight_norm.py:28: UserWarning: torch.nn.utils.weight_norm is deprecated in favor of torch.nn.utils.parametrizations.weight_norm.
+  warnings.warn("torch.nn.utils.weight_norm is deprecated in favor of torch.nn.utils.parametrizations.weight_norm.")
+/ocean/projects/cis210027p/swang26/miniconda3/envs/espnet_codec_robustness/lib/python3.10/site-packages/librosa/util/decorators.py:88: UserWarning: Empty filters detected in mel frequency basis. Some channels will produce empty responses. Try increasing your sampling rate (and fmax) or reducing n_mels.
+  return f(*args, **kwargs)
+/ocean/projects/cis210027p/swang26/miniconda3/envs/espnet_codec_robustness/lib/python3.10/site-packages/torch/nn/modules/conv.py:306: UserWarning: Applied workaround for CuDNN issue, install nvrtc.so (Triggered internally at ../aten/src/ATen/native/cudnn/Conv_v8.cpp:84.)
+  return F.conv1d(input, weight, bias, self.stride,
+# Accounting: time=13 threads=1
+# Ended (code 0) at Fri Oct 11 09:51:15 EDT 2024, elapsed time 13 seconds
diff --git a/esc50_dev_fold_5/logdir/codec_dump_ESPnet.4.log b/esc50_dev_fold_5/logdir/codec_dump_ESPnet.4.log
new file mode 100644
index 0000000000000000000000000000000000000000..87230f6f621c7364a7c4416f91b3adb8ee985696
--- /dev/null
+++ b/esc50_dev_fold_5/logdir/codec_dump_ESPnet.4.log
@@ -0,0 +1,14 @@
+# python3 pyscripts/feats/dump_codec.py --codec_choice ESPnet --codec_fs 16000 --batch_size 5 --bias 0 --dump_audio false --rank 4 --vocab_file dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_5/token_lists/codec_token_list --wav_wspecifier ark,scp:dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_5/data/wav_resyn_ESPnet.4.ark,dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_5/data/wav_resyn_ESPnet.4.scp --checkpoint_path null --config_path null --hf_model_tag espnet/mls-multi_soundstream_16k scp:dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_5/logdir/wav.4.scp ark,scp:dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_5/data/wav_codec_ESPnet.4.ark,dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_5/data/wav_codec_ESPnet.4.scp 
+# Started at Fri Oct 11 09:51:02 EDT 2024
+#
+2024-10-11 09:51:04 | INFO | dump_codec | build with codec_choice: ESPnet
+
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+2024-10-11 09:51:12 | INFO | root | config file: /ocean/projects/cis210027p/swang26/miniconda3/envs/espnet_codec_robustness/lib/python3.10/site-packages/espnet_model_zoo/models--espnet--mls-multi_soundstream_16k/snapshots/74dc5ec297a04ee035e61c66d8821195ec49f462/exp/codec_mls_multi_soundstream4_large_v1.1/config.yaml
+/ocean/projects/cis210027p/swang26/miniconda3/envs/espnet_codec_robustness/lib/python3.10/site-packages/torch/nn/utils/weight_norm.py:28: UserWarning: torch.nn.utils.weight_norm is deprecated in favor of torch.nn.utils.parametrizations.weight_norm.
+  warnings.warn("torch.nn.utils.weight_norm is deprecated in favor of torch.nn.utils.parametrizations.weight_norm.")
+/ocean/projects/cis210027p/swang26/miniconda3/envs/espnet_codec_robustness/lib/python3.10/site-packages/librosa/util/decorators.py:88: UserWarning: Empty filters detected in mel frequency basis. Some channels will produce empty responses. Try increasing your sampling rate (and fmax) or reducing n_mels.
+  return f(*args, **kwargs)
+/ocean/projects/cis210027p/swang26/miniconda3/envs/espnet_codec_robustness/lib/python3.10/site-packages/torch/nn/modules/conv.py:306: UserWarning: Applied workaround for CuDNN issue, install nvrtc.so (Triggered internally at ../aten/src/ATen/native/cudnn/Conv_v8.cpp:84.)
+  return F.conv1d(input, weight, bias, self.stride,
+# Accounting: time=13 threads=1
+# Ended (code 0) at Fri Oct 11 09:51:15 EDT 2024, elapsed time 13 seconds
diff --git a/esc50_dev_fold_5/logdir/codec_dump_ESPnet.5.log b/esc50_dev_fold_5/logdir/codec_dump_ESPnet.5.log
new file mode 100644
index 0000000000000000000000000000000000000000..8926a1a4221357eff695a697f8c7535e853e7045
--- /dev/null
+++ b/esc50_dev_fold_5/logdir/codec_dump_ESPnet.5.log
@@ -0,0 +1,14 @@
+# python3 pyscripts/feats/dump_codec.py --codec_choice ESPnet --codec_fs 16000 --batch_size 5 --bias 0 --dump_audio false --rank 5 --vocab_file dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_5/token_lists/codec_token_list --wav_wspecifier ark,scp:dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_5/data/wav_resyn_ESPnet.5.ark,dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_5/data/wav_resyn_ESPnet.5.scp --checkpoint_path null --config_path null --hf_model_tag espnet/mls-multi_soundstream_16k scp:dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_5/logdir/wav.5.scp ark,scp:dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_5/data/wav_codec_ESPnet.5.ark,dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_5/data/wav_codec_ESPnet.5.scp 
+# Started at Fri Oct 11 09:51:15 EDT 2024
+#
+2024-10-11 09:51:17 | INFO | dump_codec | build with codec_choice: ESPnet
+
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+2024-10-11 09:51:25 | INFO | root | config file: /ocean/projects/cis210027p/swang26/miniconda3/envs/espnet_codec_robustness/lib/python3.10/site-packages/espnet_model_zoo/models--espnet--mls-multi_soundstream_16k/snapshots/74dc5ec297a04ee035e61c66d8821195ec49f462/exp/codec_mls_multi_soundstream4_large_v1.1/config.yaml
+/ocean/projects/cis210027p/swang26/miniconda3/envs/espnet_codec_robustness/lib/python3.10/site-packages/torch/nn/utils/weight_norm.py:28: UserWarning: torch.nn.utils.weight_norm is deprecated in favor of torch.nn.utils.parametrizations.weight_norm.
+  warnings.warn("torch.nn.utils.weight_norm is deprecated in favor of torch.nn.utils.parametrizations.weight_norm.")
+/ocean/projects/cis210027p/swang26/miniconda3/envs/espnet_codec_robustness/lib/python3.10/site-packages/librosa/util/decorators.py:88: UserWarning: Empty filters detected in mel frequency basis. Some channels will produce empty responses. Try increasing your sampling rate (and fmax) or reducing n_mels.
+  return f(*args, **kwargs)
+/ocean/projects/cis210027p/swang26/miniconda3/envs/espnet_codec_robustness/lib/python3.10/site-packages/torch/nn/modules/conv.py:306: UserWarning: Applied workaround for CuDNN issue, install nvrtc.so (Triggered internally at ../aten/src/ATen/native/cudnn/Conv_v8.cpp:84.)
+  return F.conv1d(input, weight, bias, self.stride,
+# Accounting: time=13 threads=1
+# Ended (code 0) at Fri Oct 11 09:51:28 EDT 2024, elapsed time 13 seconds
diff --git a/esc50_dev_fold_5/logdir/codec_dump_ESPnet.6.log b/esc50_dev_fold_5/logdir/codec_dump_ESPnet.6.log
new file mode 100644
index 0000000000000000000000000000000000000000..574de8c42620d60dc8ea649666a8a1e71e684cd5
--- /dev/null
+++ b/esc50_dev_fold_5/logdir/codec_dump_ESPnet.6.log
@@ -0,0 +1,14 @@
+# python3 pyscripts/feats/dump_codec.py --codec_choice ESPnet --codec_fs 16000 --batch_size 5 --bias 0 --dump_audio false --rank 6 --vocab_file dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_5/token_lists/codec_token_list --wav_wspecifier ark,scp:dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_5/data/wav_resyn_ESPnet.6.ark,dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_5/data/wav_resyn_ESPnet.6.scp --checkpoint_path null --config_path null --hf_model_tag espnet/mls-multi_soundstream_16k scp:dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_5/logdir/wav.6.scp ark,scp:dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_5/data/wav_codec_ESPnet.6.ark,dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_5/data/wav_codec_ESPnet.6.scp 
+# Started at Fri Oct 11 09:51:15 EDT 2024
+#
+2024-10-11 09:51:17 | INFO | dump_codec | build with codec_choice: ESPnet
+
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+2024-10-11 09:51:25 | INFO | root | config file: /ocean/projects/cis210027p/swang26/miniconda3/envs/espnet_codec_robustness/lib/python3.10/site-packages/espnet_model_zoo/models--espnet--mls-multi_soundstream_16k/snapshots/74dc5ec297a04ee035e61c66d8821195ec49f462/exp/codec_mls_multi_soundstream4_large_v1.1/config.yaml
+/ocean/projects/cis210027p/swang26/miniconda3/envs/espnet_codec_robustness/lib/python3.10/site-packages/torch/nn/utils/weight_norm.py:28: UserWarning: torch.nn.utils.weight_norm is deprecated in favor of torch.nn.utils.parametrizations.weight_norm.
+  warnings.warn("torch.nn.utils.weight_norm is deprecated in favor of torch.nn.utils.parametrizations.weight_norm.")
+/ocean/projects/cis210027p/swang26/miniconda3/envs/espnet_codec_robustness/lib/python3.10/site-packages/librosa/util/decorators.py:88: UserWarning: Empty filters detected in mel frequency basis. Some channels will produce empty responses. Try increasing your sampling rate (and fmax) or reducing n_mels.
+  return f(*args, **kwargs)
+/ocean/projects/cis210027p/swang26/miniconda3/envs/espnet_codec_robustness/lib/python3.10/site-packages/torch/nn/modules/conv.py:306: UserWarning: Applied workaround for CuDNN issue, install nvrtc.so (Triggered internally at ../aten/src/ATen/native/cudnn/Conv_v8.cpp:84.)
+  return F.conv1d(input, weight, bias, self.stride,
+# Accounting: time=14 threads=1
+# Ended (code 0) at Fri Oct 11 09:51:29 EDT 2024, elapsed time 14 seconds
diff --git a/esc50_dev_fold_5/logdir/codec_dump_ESPnet.7.log b/esc50_dev_fold_5/logdir/codec_dump_ESPnet.7.log
new file mode 100644
index 0000000000000000000000000000000000000000..620556cb594efefbf786a5d081e71e82d6f014c3
--- /dev/null
+++ b/esc50_dev_fold_5/logdir/codec_dump_ESPnet.7.log
@@ -0,0 +1,14 @@
+# python3 pyscripts/feats/dump_codec.py --codec_choice ESPnet --codec_fs 16000 --batch_size 5 --bias 0 --dump_audio false --rank 7 --vocab_file dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_5/token_lists/codec_token_list --wav_wspecifier ark,scp:dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_5/data/wav_resyn_ESPnet.7.ark,dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_5/data/wav_resyn_ESPnet.7.scp --checkpoint_path null --config_path null --hf_model_tag espnet/mls-multi_soundstream_16k scp:dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_5/logdir/wav.7.scp ark,scp:dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_5/data/wav_codec_ESPnet.7.ark,dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_5/data/wav_codec_ESPnet.7.scp 
+# Started at Fri Oct 11 09:51:15 EDT 2024
+#
+2024-10-11 09:51:17 | INFO | dump_codec | build with codec_choice: ESPnet
+
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+2024-10-11 09:51:25 | INFO | root | config file: /ocean/projects/cis210027p/swang26/miniconda3/envs/espnet_codec_robustness/lib/python3.10/site-packages/espnet_model_zoo/models--espnet--mls-multi_soundstream_16k/snapshots/74dc5ec297a04ee035e61c66d8821195ec49f462/exp/codec_mls_multi_soundstream4_large_v1.1/config.yaml
+/ocean/projects/cis210027p/swang26/miniconda3/envs/espnet_codec_robustness/lib/python3.10/site-packages/torch/nn/utils/weight_norm.py:28: UserWarning: torch.nn.utils.weight_norm is deprecated in favor of torch.nn.utils.parametrizations.weight_norm.
+  warnings.warn("torch.nn.utils.weight_norm is deprecated in favor of torch.nn.utils.parametrizations.weight_norm.")
+/ocean/projects/cis210027p/swang26/miniconda3/envs/espnet_codec_robustness/lib/python3.10/site-packages/librosa/util/decorators.py:88: UserWarning: Empty filters detected in mel frequency basis. Some channels will produce empty responses. Try increasing your sampling rate (and fmax) or reducing n_mels.
+  return f(*args, **kwargs)
+/ocean/projects/cis210027p/swang26/miniconda3/envs/espnet_codec_robustness/lib/python3.10/site-packages/torch/nn/modules/conv.py:306: UserWarning: Applied workaround for CuDNN issue, install nvrtc.so (Triggered internally at ../aten/src/ATen/native/cudnn/Conv_v8.cpp:84.)
+  return F.conv1d(input, weight, bias, self.stride,
+# Accounting: time=13 threads=1
+# Ended (code 0) at Fri Oct 11 09:51:28 EDT 2024, elapsed time 13 seconds
diff --git a/esc50_dev_fold_5/logdir/codec_dump_ESPnet.8.log b/esc50_dev_fold_5/logdir/codec_dump_ESPnet.8.log
new file mode 100644
index 0000000000000000000000000000000000000000..f92b45bd08c4211590cec19b11db408af7b32113
--- /dev/null
+++ b/esc50_dev_fold_5/logdir/codec_dump_ESPnet.8.log
@@ -0,0 +1,14 @@
+# python3 pyscripts/feats/dump_codec.py --codec_choice ESPnet --codec_fs 16000 --batch_size 5 --bias 0 --dump_audio false --rank 8 --vocab_file dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_5/token_lists/codec_token_list --wav_wspecifier ark,scp:dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_5/data/wav_resyn_ESPnet.8.ark,dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_5/data/wav_resyn_ESPnet.8.scp --checkpoint_path null --config_path null --hf_model_tag espnet/mls-multi_soundstream_16k scp:dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_5/logdir/wav.8.scp ark,scp:dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_5/data/wav_codec_ESPnet.8.ark,dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_dev_fold_5/data/wav_codec_ESPnet.8.scp 
+# Started at Fri Oct 11 09:51:16 EDT 2024
+#
+2024-10-11 09:51:17 | INFO | dump_codec | build with codec_choice: ESPnet
+
Fetching 30 files:   0%|          | 0/30 [00:00<?, ?it/s]
Fetching 30 files: 100%|██████████| 30/30 [00:00<00:00, 10935.01it/s]
+2024-10-11 09:51:25 | INFO | root | config file: /ocean/projects/cis210027p/swang26/miniconda3/envs/espnet_codec_robustness/lib/python3.10/site-packages/espnet_model_zoo/models--espnet--mls-multi_soundstream_16k/snapshots/74dc5ec297a04ee035e61c66d8821195ec49f462/exp/codec_mls_multi_soundstream4_large_v1.1/config.yaml
+/ocean/projects/cis210027p/swang26/miniconda3/envs/espnet_codec_robustness/lib/python3.10/site-packages/torch/nn/utils/weight_norm.py:28: UserWarning: torch.nn.utils.weight_norm is deprecated in favor of torch.nn.utils.parametrizations.weight_norm.
+  warnings.warn("torch.nn.utils.weight_norm is deprecated in favor of torch.nn.utils.parametrizations.weight_norm.")
+/ocean/projects/cis210027p/swang26/miniconda3/envs/espnet_codec_robustness/lib/python3.10/site-packages/librosa/util/decorators.py:88: UserWarning: Empty filters detected in mel frequency basis. Some channels will produce empty responses. Try increasing your sampling rate (and fmax) or reducing n_mels.
+  return f(*args, **kwargs)
+/ocean/projects/cis210027p/swang26/miniconda3/envs/espnet_codec_robustness/lib/python3.10/site-packages/torch/nn/modules/conv.py:306: UserWarning: Applied workaround for CuDNN issue, install nvrtc.so (Triggered internally at ../aten/src/ATen/native/cudnn/Conv_v8.cpp:84.)
+  return F.conv1d(input, weight, bias, self.stride,
+# Accounting: time=12 threads=1
+# Ended (code 0) at Fri Oct 11 09:51:28 EDT 2024, elapsed time 12 seconds
diff --git a/esc50_dev_fold_5/logdir/wav.1.scp b/esc50_dev_fold_5/logdir/wav.1.scp
new file mode 100644
index 0000000000000000000000000000000000000000..da74fcfae20b3bb39e23ab63af5d59f68b54c568
--- /dev/null
+++ b/esc50_dev_fold_5/logdir/wav.1.scp
@@ -0,0 +1,20 @@
+1-103298-A-9 dump_16000/audio_raw_tts_esc/org/esc50_dev_fold_5/data/format.1/data_wav.ark:13
+1-12653-A-15 dump_16000/audio_raw_tts_esc/org/esc50_dev_fold_5/data/format.1/data_wav.ark:117408
+1-137296-A-16 dump_16000/audio_raw_tts_esc/org/esc50_dev_fold_5/data/format.1/data_wav.ark:199806
+1-160563-B-48 dump_16000/audio_raw_tts_esc/org/esc50_dev_fold_5/data/format.1/data_wav.ark:299854
+1-17124-A-43 dump_16000/audio_raw_tts_esc/org/esc50_dev_fold_5/data/format.1/data_wav.ark:369195
+1-172649-F-40 dump_16000/audio_raw_tts_esc/org/esc50_dev_fold_5/data/format.1/data_wav.ark:384889
+1-17742-A-12 dump_16000/audio_raw_tts_esc/org/esc50_dev_fold_5/data/format.1/data_wav.ark:512281
+1-18527-B-44 dump_16000/audio_raw_tts_esc/org/esc50_dev_fold_5/data/format.1/data_wav.ark:599390
+1-18755-B-4 dump_16000/audio_raw_tts_esc/org/esc50_dev_fold_5/data/format.1/data_wav.ark:695221
+1-19872-B-36 dump_16000/audio_raw_tts_esc/org/esc50_dev_fold_5/data/format.1/data_wav.ark:805369
+1-208757-C-2 dump_16000/audio_raw_tts_esc/org/esc50_dev_fold_5/data/format.1/data_wav.ark:931316
+1-208757-D-2 dump_16000/audio_raw_tts_esc/org/esc50_dev_fold_5/data/format.1/data_wav.ark:1049037
+1-21189-A-10 dump_16000/audio_raw_tts_esc/org/esc50_dev_fold_5/data/format.1/data_wav.ark:1169450
+1-21421-A-46 dump_16000/audio_raw_tts_esc/org/esc50_dev_fold_5/data/format.1/data_wav.ark:1302667
+1-21935-A-38 dump_16000/audio_raw_tts_esc/org/esc50_dev_fold_5/data/format.1/data_wav.ark:1425476
+1-30344-A-0 dump_16000/audio_raw_tts_esc/org/esc50_dev_fold_5/data/format.1/data_wav.ark:1510865
+1-34119-A-1 dump_16000/audio_raw_tts_esc/org/esc50_dev_fold_5/data/format.1/data_wav.ark:1581542
+1-34853-A-37 dump_16000/audio_raw_tts_esc/org/esc50_dev_fold_5/data/format.1/data_wav.ark:1620244
+1-37226-A-29 dump_16000/audio_raw_tts_esc/org/esc50_dev_fold_5/data/format.1/data_wav.ark:1741235
+1-39835-B-9 dump_16000/audio_raw_tts_esc/org/esc50_dev_fold_5/data/format.1/data_wav.ark:1785352
diff --git a/esc50_dev_fold_5/logdir/wav.2.scp b/esc50_dev_fold_5/logdir/wav.2.scp
new file mode 100644
index 0000000000000000000000000000000000000000..40d612385d8ae1d905aec74313d0c668f1921293
--- /dev/null
+++ b/esc50_dev_fold_5/logdir/wav.2.scp
@@ -0,0 +1,20 @@
+1-40730-A-1 dump_16000/audio_raw_tts_esc/org/esc50_dev_fold_5/data/format.2/data_wav.ark:12
+1-40967-A-28 dump_16000/audio_raw_tts_esc/org/esc50_dev_fold_5/data/format.2/data_wav.ark:55970
+1-50623-A-15 dump_16000/audio_raw_tts_esc/org/esc50_dev_fold_5/data/format.2/data_wav.ark:128179
+1-51147-A-25 dump_16000/audio_raw_tts_esc/org/esc50_dev_fold_5/data/format.2/data_wav.ark:178588
+1-51805-D-33 dump_16000/audio_raw_tts_esc/org/esc50_dev_fold_5/data/format.2/data_wav.ark:251544
+1-53467-A-47 dump_16000/audio_raw_tts_esc/org/esc50_dev_fold_5/data/format.2/data_wav.ark:335821
+1-54065-A-45 dump_16000/audio_raw_tts_esc/org/esc50_dev_fold_5/data/format.2/data_wav.ark:436210
+1-54918-B-14 dump_16000/audio_raw_tts_esc/org/esc50_dev_fold_5/data/format.2/data_wav.ark:550535
+1-57316-A-13 dump_16000/audio_raw_tts_esc/org/esc50_dev_fold_5/data/format.2/data_wav.ark:645041
+1-57795-A-8 dump_16000/audio_raw_tts_esc/org/esc50_dev_fold_5/data/format.2/data_wav.ark:720623
+1-58923-A-27 dump_16000/audio_raw_tts_esc/org/esc50_dev_fold_5/data/format.2/data_wav.ark:808198
+1-60997-B-20 dump_16000/audio_raw_tts_esc/org/esc50_dev_fold_5/data/format.2/data_wav.ark:935722
+1-61252-A-11 dump_16000/audio_raw_tts_esc/org/esc50_dev_fold_5/data/format.2/data_wav.ark:1045522
+1-67432-A-27 dump_16000/audio_raw_tts_esc/org/esc50_dev_fold_5/data/format.2/data_wav.ark:1170190
+1-79113-A-5 dump_16000/audio_raw_tts_esc/org/esc50_dev_fold_5/data/format.2/data_wav.ark:1289319
+1-79220-A-17 dump_16000/audio_raw_tts_esc/org/esc50_dev_fold_5/data/format.2/data_wav.ark:1352514
+1-85123-A-31 dump_16000/audio_raw_tts_esc/org/esc50_dev_fold_5/data/format.2/data_wav.ark:1442892
+1-90797-A-15 dump_16000/audio_raw_tts_esc/org/esc50_dev_fold_5/data/format.2/data_wav.ark:1520597
+2-100786-A-1 dump_16000/audio_raw_tts_esc/org/esc50_dev_fold_5/data/format.2/data_wav.ark:1547235
+2-102414-F-17 dump_16000/audio_raw_tts_esc/org/esc50_dev_fold_5/data/format.2/data_wav.ark:1605133
diff --git a/esc50_dev_fold_5/logdir/wav.3.scp b/esc50_dev_fold_5/logdir/wav.3.scp
new file mode 100644
index 0000000000000000000000000000000000000000..cfad55cda4be3d2fddb29673149301544f74c8ae
--- /dev/null
+++ b/esc50_dev_fold_5/logdir/wav.3.scp
@@ -0,0 +1,20 @@
+2-102852-A-11 dump_16000/audio_raw_tts_esc/org/esc50_dev_fold_5/data/format.3/data_wav.ark:14
+2-103427-A-3 dump_16000/audio_raw_tts_esc/org/esc50_dev_fold_5/data/format.3/data_wav.ark:128199
+2-104476-A-37 dump_16000/audio_raw_tts_esc/org/esc50_dev_fold_5/data/format.3/data_wav.ark:173409
+2-107228-A-44 dump_16000/audio_raw_tts_esc/org/esc50_dev_fold_5/data/format.3/data_wav.ark:273615
+2-108767-A-9 dump_16000/audio_raw_tts_esc/org/esc50_dev_fold_5/data/format.3/data_wav.ark:388589
+2-109371-A-16 dump_16000/audio_raw_tts_esc/org/esc50_dev_fold_5/data/format.3/data_wav.ark:479291
+2-109374-A-16 dump_16000/audio_raw_tts_esc/org/esc50_dev_fold_5/data/format.3/data_wav.ark:584451
+2-114280-A-0 dump_16000/audio_raw_tts_esc/org/esc50_dev_fold_5/data/format.3/data_wav.ark:664603
+2-114609-A-28 dump_16000/audio_raw_tts_esc/org/esc50_dev_fold_5/data/format.3/data_wav.ark:718130
+2-117615-B-48 dump_16000/audio_raw_tts_esc/org/esc50_dev_fold_5/data/format.3/data_wav.ark:772281
+2-117615-E-48 dump_16000/audio_raw_tts_esc/org/esc50_dev_fold_5/data/format.3/data_wav.ark:843456
+2-120333-A-32 dump_16000/audio_raw_tts_esc/org/esc50_dev_fold_5/data/format.3/data_wav.ark:930980
+2-123712-A-33 dump_16000/audio_raw_tts_esc/org/esc50_dev_fold_5/data/format.3/data_wav.ark:1037287
+2-123896-A-24 dump_16000/audio_raw_tts_esc/org/esc50_dev_fold_5/data/format.3/data_wav.ark:1100053
+2-131943-A-38 dump_16000/audio_raw_tts_esc/org/esc50_dev_fold_5/data/format.3/data_wav.ark:1180358
+2-135860-A-49 dump_16000/audio_raw_tts_esc/org/esc50_dev_fold_5/data/format.3/data_wav.ark:1274369
+2-141682-B-36 dump_16000/audio_raw_tts_esc/org/esc50_dev_fold_5/data/format.3/data_wav.ark:1347332
+2-146877-A-31 dump_16000/audio_raw_tts_esc/org/esc50_dev_fold_5/data/format.3/data_wav.ark:1488384
+2-166644-B-2 dump_16000/audio_raw_tts_esc/org/esc50_dev_fold_5/data/format.3/data_wav.ark:1542737
+2-166644-C-2 dump_16000/audio_raw_tts_esc/org/esc50_dev_fold_5/data/format.3/data_wav.ark:1649622
diff --git a/esc50_dev_fold_5/logdir/wav.4.scp b/esc50_dev_fold_5/logdir/wav.4.scp
new file mode 100644
index 0000000000000000000000000000000000000000..6b0847f3ddd4d962d8c4d5829ce49e41b57d686e
--- /dev/null
+++ b/esc50_dev_fold_5/logdir/wav.4.scp
@@ -0,0 +1,20 @@
+2-184077-A-49 dump_16000/audio_raw_tts_esc/org/esc50_dev_fold_5/data/format.4/data_wav.ark:14
+2-32834-A-4 dump_16000/audio_raw_tts_esc/org/esc50_dev_fold_5/data/format.4/data_wav.ark:91395
+2-37806-D-40 dump_16000/audio_raw_tts_esc/org/esc50_dev_fold_5/data/format.4/data_wav.ark:201488
+2-39443-B-19 dump_16000/audio_raw_tts_esc/org/esc50_dev_fold_5/data/format.4/data_wav.ark:320473
+2-50665-A-20 dump_16000/audio_raw_tts_esc/org/esc50_dev_fold_5/data/format.4/data_wav.ark:409024
+2-50666-A-20 dump_16000/audio_raw_tts_esc/org/esc50_dev_fold_5/data/format.4/data_wav.ark:474361
+2-60180-B-49 dump_16000/audio_raw_tts_esc/org/esc50_dev_fold_5/data/format.4/data_wav.ark:574254
+2-61311-A-12 dump_16000/audio_raw_tts_esc/org/esc50_dev_fold_5/data/format.4/data_wav.ark:687868
+2-70052-A-42 dump_16000/audio_raw_tts_esc/org/esc50_dev_fold_5/data/format.4/data_wav.ark:766870
+2-73027-A-10 dump_16000/audio_raw_tts_esc/org/esc50_dev_fold_5/data/format.4/data_wav.ark:895402
+2-76408-B-22 dump_16000/audio_raw_tts_esc/org/esc50_dev_fold_5/data/format.4/data_wav.ark:1025578
+2-79769-A-26 dump_16000/audio_raw_tts_esc/org/esc50_dev_fold_5/data/format.4/data_wav.ark:1142206
+2-82077-A-7 dump_16000/audio_raw_tts_esc/org/esc50_dev_fold_5/data/format.4/data_wav.ark:1237761
+2-86160-A-27 dump_16000/audio_raw_tts_esc/org/esc50_dev_fold_5/data/format.4/data_wav.ark:1331608
+2-87794-A-24 dump_16000/audio_raw_tts_esc/org/esc50_dev_fold_5/data/format.4/data_wav.ark:1426671
+2-96654-A-47 dump_16000/audio_raw_tts_esc/org/esc50_dev_fold_5/data/format.4/data_wav.ark:1483095
+2-96904-A-27 dump_16000/audio_raw_tts_esc/org/esc50_dev_fold_5/data/format.4/data_wav.ark:1581675
+2-99955-C-7 dump_16000/audio_raw_tts_esc/org/esc50_dev_fold_5/data/format.4/data_wav.ark:1668004
+3-103051-C-19 dump_16000/audio_raw_tts_esc/org/esc50_dev_fold_5/data/format.4/data_wav.ark:1731615
+3-117504-A-16 dump_16000/audio_raw_tts_esc/org/esc50_dev_fold_5/data/format.4/data_wav.ark:1799347
diff --git a/esc50_dev_fold_5/logdir/wav.5.scp b/esc50_dev_fold_5/logdir/wav.5.scp
new file mode 100644
index 0000000000000000000000000000000000000000..552ab06ef99a3da97361fb82ce47ec7a16a41f01
--- /dev/null
+++ b/esc50_dev_fold_5/logdir/wav.5.scp
@@ -0,0 +1,20 @@
+3-118069-A-27 dump_16000/audio_raw_tts_esc/org/esc50_dev_fold_5/data/format.5/data_wav.ark:14
+3-118069-B-27 dump_16000/audio_raw_tts_esc/org/esc50_dev_fold_5/data/format.5/data_wav.ark:98600
+3-119120-C-48 dump_16000/audio_raw_tts_esc/org/esc50_dev_fold_5/data/format.5/data_wav.ark:187386
+3-132830-A-32 dump_16000/audio_raw_tts_esc/org/esc50_dev_fold_5/data/format.5/data_wav.ark:239531
+3-136608-A-16 dump_16000/audio_raw_tts_esc/org/esc50_dev_fold_5/data/format.5/data_wav.ark:301525
+3-139958-A-37 dump_16000/audio_raw_tts_esc/org/esc50_dev_fold_5/data/format.5/data_wav.ark:422233
+3-142605-A-21 dump_16000/audio_raw_tts_esc/org/esc50_dev_fold_5/data/format.5/data_wav.ark:511556
+3-143933-A-38 dump_16000/audio_raw_tts_esc/org/esc50_dev_fold_5/data/format.5/data_wav.ark:574040
+3-145577-A-43 dump_16000/audio_raw_tts_esc/org/esc50_dev_fold_5/data/format.5/data_wav.ark:638181
+3-150363-A-38 dump_16000/audio_raw_tts_esc/org/esc50_dev_fold_5/data/format.5/data_wav.ark:660422
+3-152007-E-20 dump_16000/audio_raw_tts_esc/org/esc50_dev_fold_5/data/format.5/data_wav.ark:722833
+3-154378-A-30 dump_16000/audio_raw_tts_esc/org/esc50_dev_fold_5/data/format.5/data_wav.ark:838077
+3-155130-A-43 dump_16000/audio_raw_tts_esc/org/esc50_dev_fold_5/data/format.5/data_wav.ark:853221
+3-155556-A-31 dump_16000/audio_raw_tts_esc/org/esc50_dev_fold_5/data/format.5/data_wav.ark:945163
+3-155577-A-14 dump_16000/audio_raw_tts_esc/org/esc50_dev_fold_5/data/format.5/data_wav.ark:951363
+3-158476-A-12 dump_16000/audio_raw_tts_esc/org/esc50_dev_fold_5/data/format.5/data_wav.ark:1080683
+3-160119-A-15 dump_16000/audio_raw_tts_esc/org/esc50_dev_fold_5/data/format.5/data_wav.ark:1147858
+3-162786-A-13 dump_16000/audio_raw_tts_esc/org/esc50_dev_fold_5/data/format.5/data_wav.ark:1164223
+3-164593-A-15 dump_16000/audio_raw_tts_esc/org/esc50_dev_fold_5/data/format.5/data_wav.ark:1267989
+3-164594-A-15 dump_16000/audio_raw_tts_esc/org/esc50_dev_fold_5/data/format.5/data_wav.ark:1293527
diff --git a/esc50_dev_fold_5/logdir/wav.6.scp b/esc50_dev_fold_5/logdir/wav.6.scp
new file mode 100644
index 0000000000000000000000000000000000000000..b28d106e01e2c1a37b99fbdbce4b1d1b56708be0
--- /dev/null
+++ b/esc50_dev_fold_5/logdir/wav.6.scp
@@ -0,0 +1,20 @@
+3-164688-A-38 dump_16000/audio_raw_tts_esc/org/esc50_dev_fold_5/data/format.6/data_wav.ark:14
+3-170312-A-31 dump_16000/audio_raw_tts_esc/org/esc50_dev_fold_5/data/format.6/data_wav.ark:41282
+3-171012-A-38 dump_16000/audio_raw_tts_esc/org/esc50_dev_fold_5/data/format.6/data_wav.ark:90813
+3-171041-A-38 dump_16000/audio_raw_tts_esc/org/esc50_dev_fold_5/data/format.6/data_wav.ark:154698
+3-172922-A-48 dump_16000/audio_raw_tts_esc/org/esc50_dev_fold_5/data/format.6/data_wav.ark:237944
+3-193767-A-47 dump_16000/audio_raw_tts_esc/org/esc50_dev_fold_5/data/format.6/data_wav.ark:302924
+3-216280-A-39 dump_16000/audio_raw_tts_esc/org/esc50_dev_fold_5/data/format.6/data_wav.ark:385142
+3-243726-A-43 dump_16000/audio_raw_tts_esc/org/esc50_dev_fold_5/data/format.6/data_wav.ark:395553
+3-253084-C-2 dump_16000/audio_raw_tts_esc/org/esc50_dev_fold_5/data/format.6/data_wav.ark:489223
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diff --git a/esc50_dev_fold_5/token_lists/g2p_token_list b/esc50_dev_fold_5/token_lists/g2p_token_list
new file mode 100644
index 0000000000000000000000000000000000000000..34910a864e2388f8cd5cbf3451d5c6513c23c9f6
--- /dev/null
+++ b/esc50_dev_fold_5/token_lists/g2p_token_list
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diff --git a/esc50_dev_fold_5/utt2spk b/esc50_dev_fold_5/utt2spk
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index 0000000000000000000000000000000000000000..96402fba451e5b163607d3a1a2eab21040f0f428
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diff --git a/esc50_dev_fold_5/wav.scp b/esc50_dev_fold_5/wav.scp
new file mode 100644
index 0000000000000000000000000000000000000000..9111d8461ac5ad85ad5b5b9c97245183672f2276
--- /dev/null
+++ b/esc50_dev_fold_5/wav.scp
@@ -0,0 +1,160 @@
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diff --git a/esc50_test/data.json b/esc50_test/data.json
new file mode 100644
index 0000000000000000000000000000000000000000..fbe1e5ef126ddb98ae78db904c880d659ff92be2
--- /dev/null
+++ b/esc50_test/data.json
@@ -0,0 +1,415 @@
+{
+    "task": "tts",
+    "vocabularies": [
+        "dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test/token_lists/g2p_token_list",
+        "dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test/token_lists/codec_token_list"
+    ],
+    "data_files": [
+        "dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test/index_files/text,g2p,text",
+        "dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test/index_files/utt2spk,spk,text",
+        "dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test/index_files/wav.scp,codec,kaldi_ark"
+    ],
+    "num_examples": 400,
+    "examples": [
+        "1-100032-A-0",
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+        "1-100210-A-36",
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+        "1-9887-B-49",
+        "1-99958-A-31"
+    ]
+}
\ No newline at end of file
diff --git a/esc50_test/data/wav_codec_ESPnet.1.ark b/esc50_test/data/wav_codec_ESPnet.1.ark
index e69de29bb2d1d6434b8b29ae775ad8c2e48c5391..86d317cec8f9132deb1d31262bf4cfd08b8ece02 100644
Binary files a/esc50_test/data/wav_codec_ESPnet.1.ark and b/esc50_test/data/wav_codec_ESPnet.1.ark differ
diff --git a/esc50_test/data/wav_codec_ESPnet.1.scp b/esc50_test/data/wav_codec_ESPnet.1.scp
index e69de29bb2d1d6434b8b29ae775ad8c2e48c5391..370fe99eb39a5752dda43f136d86ce9371402ee5 100644
--- a/esc50_test/data/wav_codec_ESPnet.1.scp
+++ b/esc50_test/data/wav_codec_ESPnet.1.scp
@@ -0,0 +1,50 @@
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diff --git a/esc50_test/data/wav_codec_ESPnet.10.ark b/esc50_test/data/wav_codec_ESPnet.10.ark
new file mode 100644
index 0000000000000000000000000000000000000000..26d84226eae919d92bd8636a46dfe255051fd5ed
Binary files /dev/null and b/esc50_test/data/wav_codec_ESPnet.10.ark differ
diff --git a/esc50_test/data/wav_codec_ESPnet.10.scp b/esc50_test/data/wav_codec_ESPnet.10.scp
new file mode 100644
index 0000000000000000000000000000000000000000..5df47f27657ccf2899f2c06de3b3fc2cf59230a7
--- /dev/null
+++ b/esc50_test/data/wav_codec_ESPnet.10.scp
@@ -0,0 +1,25 @@
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diff --git a/esc50_test/data/wav_codec_ESPnet.11.ark b/esc50_test/data/wav_codec_ESPnet.11.ark
new file mode 100644
index 0000000000000000000000000000000000000000..76039464b240f18ebe01409969fea73b9d7f8c0a
Binary files /dev/null and b/esc50_test/data/wav_codec_ESPnet.11.ark differ
diff --git a/esc50_test/data/wav_codec_ESPnet.11.scp b/esc50_test/data/wav_codec_ESPnet.11.scp
new file mode 100644
index 0000000000000000000000000000000000000000..8baa9acf600fcc4deaa7afbe75e6990338a27e3c
--- /dev/null
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diff --git a/esc50_test/data/wav_codec_ESPnet.12.ark b/esc50_test/data/wav_codec_ESPnet.12.ark
new file mode 100644
index 0000000000000000000000000000000000000000..9ed9bb4c10590b8b2ff8087b9ff8110301c8d729
Binary files /dev/null and b/esc50_test/data/wav_codec_ESPnet.12.ark differ
diff --git a/esc50_test/data/wav_codec_ESPnet.12.scp b/esc50_test/data/wav_codec_ESPnet.12.scp
new file mode 100644
index 0000000000000000000000000000000000000000..7a3ca91787f7e308d0e0a2e1309f7b82848921bb
--- /dev/null
+++ b/esc50_test/data/wav_codec_ESPnet.12.scp
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diff --git a/esc50_test/data/wav_codec_ESPnet.13.ark b/esc50_test/data/wav_codec_ESPnet.13.ark
new file mode 100644
index 0000000000000000000000000000000000000000..43892aa7d5e2eb543404a845133b98efb66fa034
Binary files /dev/null and b/esc50_test/data/wav_codec_ESPnet.13.ark differ
diff --git a/esc50_test/data/wav_codec_ESPnet.13.scp b/esc50_test/data/wav_codec_ESPnet.13.scp
new file mode 100644
index 0000000000000000000000000000000000000000..8f780f5e3b889af24aefef8339b616203e27a851
--- /dev/null
+++ b/esc50_test/data/wav_codec_ESPnet.13.scp
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diff --git a/esc50_test/data/wav_codec_ESPnet.14.ark b/esc50_test/data/wav_codec_ESPnet.14.ark
new file mode 100644
index 0000000000000000000000000000000000000000..4544c0d64edcbbc58c16376649e07d73a5f4903d
Binary files /dev/null and b/esc50_test/data/wav_codec_ESPnet.14.ark differ
diff --git a/esc50_test/data/wav_codec_ESPnet.14.scp b/esc50_test/data/wav_codec_ESPnet.14.scp
new file mode 100644
index 0000000000000000000000000000000000000000..28f3140fe819d9a9c210f290fe667e2bbcac40e5
--- /dev/null
+++ b/esc50_test/data/wav_codec_ESPnet.14.scp
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diff --git a/esc50_test/data/wav_codec_ESPnet.15.ark b/esc50_test/data/wav_codec_ESPnet.15.ark
new file mode 100644
index 0000000000000000000000000000000000000000..f7b5646453e3f0b87d0ffd89b587c2859552c386
Binary files /dev/null and b/esc50_test/data/wav_codec_ESPnet.15.ark differ
diff --git a/esc50_test/data/wav_codec_ESPnet.15.scp b/esc50_test/data/wav_codec_ESPnet.15.scp
new file mode 100644
index 0000000000000000000000000000000000000000..bc8fbc5708423fad92e510eb18891b0d36cc9af0
--- /dev/null
+++ b/esc50_test/data/wav_codec_ESPnet.15.scp
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diff --git a/esc50_test/data/wav_codec_ESPnet.16.ark b/esc50_test/data/wav_codec_ESPnet.16.ark
new file mode 100644
index 0000000000000000000000000000000000000000..93c2da824bd805f11553356aed18ae3f1671aef3
Binary files /dev/null and b/esc50_test/data/wav_codec_ESPnet.16.ark differ
diff --git a/esc50_test/data/wav_codec_ESPnet.16.scp b/esc50_test/data/wav_codec_ESPnet.16.scp
new file mode 100644
index 0000000000000000000000000000000000000000..988360b972c740b92ebeed6794d752e7e094309a
--- /dev/null
+++ b/esc50_test/data/wav_codec_ESPnet.16.scp
@@ -0,0 +1,25 @@
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diff --git a/esc50_test/data/wav_codec_ESPnet.2.ark b/esc50_test/data/wav_codec_ESPnet.2.ark
index e69de29bb2d1d6434b8b29ae775ad8c2e48c5391..5a0698b66fecb0861589cd2181240c4060abadf0 100644
Binary files a/esc50_test/data/wav_codec_ESPnet.2.ark and b/esc50_test/data/wav_codec_ESPnet.2.ark differ
diff --git a/esc50_test/data/wav_codec_ESPnet.2.scp b/esc50_test/data/wav_codec_ESPnet.2.scp
index e69de29bb2d1d6434b8b29ae775ad8c2e48c5391..12757090b3b01ded4bfb3f1b92a33f38e8e595b3 100644
--- a/esc50_test/data/wav_codec_ESPnet.2.scp
+++ b/esc50_test/data/wav_codec_ESPnet.2.scp
@@ -0,0 +1,50 @@
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diff --git a/esc50_test/data/wav_codec_ESPnet.3.ark b/esc50_test/data/wav_codec_ESPnet.3.ark
index e69de29bb2d1d6434b8b29ae775ad8c2e48c5391..57e4a031aca0332ecb04b56bbd71882f97cd1fd7 100644
Binary files a/esc50_test/data/wav_codec_ESPnet.3.ark and b/esc50_test/data/wav_codec_ESPnet.3.ark differ
diff --git a/esc50_test/data/wav_codec_ESPnet.3.scp b/esc50_test/data/wav_codec_ESPnet.3.scp
index e69de29bb2d1d6434b8b29ae775ad8c2e48c5391..77cef9ee3590c76ebc8d19aaf6010a6af9e0408d 100644
--- a/esc50_test/data/wav_codec_ESPnet.3.scp
+++ b/esc50_test/data/wav_codec_ESPnet.3.scp
@@ -0,0 +1,50 @@
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diff --git a/esc50_test/data/wav_codec_ESPnet.4.ark b/esc50_test/data/wav_codec_ESPnet.4.ark
index e69de29bb2d1d6434b8b29ae775ad8c2e48c5391..830a5062d469a91f25bc529a0173ab5ff37bcc13 100644
Binary files a/esc50_test/data/wav_codec_ESPnet.4.ark and b/esc50_test/data/wav_codec_ESPnet.4.ark differ
diff --git a/esc50_test/data/wav_codec_ESPnet.4.scp b/esc50_test/data/wav_codec_ESPnet.4.scp
index e69de29bb2d1d6434b8b29ae775ad8c2e48c5391..21992aaff525b6d9e262defba4f1285d2b0ae830 100644
--- a/esc50_test/data/wav_codec_ESPnet.4.scp
+++ b/esc50_test/data/wav_codec_ESPnet.4.scp
@@ -0,0 +1,50 @@
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diff --git a/esc50_test/data/wav_codec_ESPnet.5.ark b/esc50_test/data/wav_codec_ESPnet.5.ark
index e69de29bb2d1d6434b8b29ae775ad8c2e48c5391..799cda5c271efa6ad685fd592450a8d40b724ae4 100644
Binary files a/esc50_test/data/wav_codec_ESPnet.5.ark and b/esc50_test/data/wav_codec_ESPnet.5.ark differ
diff --git a/esc50_test/data/wav_codec_ESPnet.5.scp b/esc50_test/data/wav_codec_ESPnet.5.scp
index e69de29bb2d1d6434b8b29ae775ad8c2e48c5391..57554a80505a45cca55b43ac4c2ab86857e0ca23 100644
--- a/esc50_test/data/wav_codec_ESPnet.5.scp
+++ b/esc50_test/data/wav_codec_ESPnet.5.scp
@@ -0,0 +1,50 @@
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diff --git a/esc50_test/data/wav_codec_ESPnet.6.ark b/esc50_test/data/wav_codec_ESPnet.6.ark
index e69de29bb2d1d6434b8b29ae775ad8c2e48c5391..7540157b7f5f8e25366c6de6601017d58ba8ae86 100644
Binary files a/esc50_test/data/wav_codec_ESPnet.6.ark and b/esc50_test/data/wav_codec_ESPnet.6.ark differ
diff --git a/esc50_test/data/wav_codec_ESPnet.6.scp b/esc50_test/data/wav_codec_ESPnet.6.scp
index e69de29bb2d1d6434b8b29ae775ad8c2e48c5391..49f3dc6609eec55e967d495bddab7f7702d52d60 100644
--- a/esc50_test/data/wav_codec_ESPnet.6.scp
+++ b/esc50_test/data/wav_codec_ESPnet.6.scp
@@ -0,0 +1,50 @@
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diff --git a/esc50_test/data/wav_codec_ESPnet.7.ark b/esc50_test/data/wav_codec_ESPnet.7.ark
index e69de29bb2d1d6434b8b29ae775ad8c2e48c5391..83ec4455c084cffa547d40e75a4be6d96c8fde75 100644
Binary files a/esc50_test/data/wav_codec_ESPnet.7.ark and b/esc50_test/data/wav_codec_ESPnet.7.ark differ
diff --git a/esc50_test/data/wav_codec_ESPnet.7.scp b/esc50_test/data/wav_codec_ESPnet.7.scp
index e69de29bb2d1d6434b8b29ae775ad8c2e48c5391..7ed5c129b498bc2f1dde945ad67823b3c12294d6 100644
--- a/esc50_test/data/wav_codec_ESPnet.7.scp
+++ b/esc50_test/data/wav_codec_ESPnet.7.scp
@@ -0,0 +1,50 @@
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diff --git a/esc50_test/data/wav_codec_ESPnet.8.ark b/esc50_test/data/wav_codec_ESPnet.8.ark
index e69de29bb2d1d6434b8b29ae775ad8c2e48c5391..51b6df856b0e4e726421dc9a7ebcc0c8366dd01c 100644
Binary files a/esc50_test/data/wav_codec_ESPnet.8.ark and b/esc50_test/data/wav_codec_ESPnet.8.ark differ
diff --git a/esc50_test/data/wav_codec_ESPnet.8.scp b/esc50_test/data/wav_codec_ESPnet.8.scp
index e69de29bb2d1d6434b8b29ae775ad8c2e48c5391..70af2408b71aba47b5f72f0b6e72da18e23aeca8 100644
--- a/esc50_test/data/wav_codec_ESPnet.8.scp
+++ b/esc50_test/data/wav_codec_ESPnet.8.scp
@@ -0,0 +1,50 @@
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diff --git a/esc50_test/index_files/wav.scp b/esc50_test/index_files/wav.scp
new file mode 100644
index 0000000000000000000000000000000000000000..aacccf44a7476ed03aa2824453d53798b179ddf9
--- /dev/null
+++ b/esc50_test/index_files/wav.scp
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+1-82817-A-30 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test/data/wav_codec_ESPnet.8.ark:170345
+1-84393-A-32 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test/data/wav_codec_ESPnet.8.ark:180365
+1-84536-A-39 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test/data/wav_codec_ESPnet.8.ark:190385
+1-84704-A-39 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test/data/wav_codec_ESPnet.8.ark:200405
+1-84705-A-39 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test/data/wav_codec_ESPnet.8.ark:210425
+1-85123-A-31 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test/data/wav_codec_ESPnet.8.ark:220445
+1-85168-A-39 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test/data/wav_codec_ESPnet.8.ark:230465
+1-85184-A-39 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test/data/wav_codec_ESPnet.8.ark:240485
+1-85362-A-0 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test/data/wav_codec_ESPnet.8.ark:250504
+1-85909-A-29 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test/data/wav_codec_ESPnet.8.ark:260524
+1-87565-A-29 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test/data/wav_codec_ESPnet.8.ark:270544
+1-88409-A-45 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test/data/wav_codec_ESPnet.8.ark:280564
+1-88409-B-45 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test/data/wav_codec_ESPnet.8.ark:290584
+1-88574-A-8 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test/data/wav_codec_ESPnet.8.ark:300603
+1-88807-A-39 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test/data/wav_codec_ESPnet.8.ark:310623
+1-90797-A-15 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test/data/wav_codec_ESPnet.8.ark:320643
+1-91359-A-11 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test/data/wav_codec_ESPnet.8.ark:330663
+1-91359-B-11 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test/data/wav_codec_ESPnet.8.ark:340683
+1-94036-A-22 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test/data/wav_codec_ESPnet.8.ark:350703
+1-94231-A-32 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test/data/wav_codec_ESPnet.8.ark:360723
+1-94231-B-32 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test/data/wav_codec_ESPnet.8.ark:370743
+1-95563-A-31 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test/data/wav_codec_ESPnet.8.ark:380763
+1-96890-A-37 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test/data/wav_codec_ESPnet.8.ark:390783
+1-96950-A-9 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test/data/wav_codec_ESPnet.8.ark:400802
+1-96950-B-9 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test/data/wav_codec_ESPnet.8.ark:410821
+1-97392-A-0 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test/data/wav_codec_ESPnet.8.ark:420840
+1-977-A-39 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test/data/wav_codec_ESPnet.8.ark:430858
+1-97793-A-31 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test/data/wav_codec_ESPnet.8.ark:440878
+1-9841-A-13 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test/data/wav_codec_ESPnet.8.ark:450897
+1-9886-A-49 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test/data/wav_codec_ESPnet.8.ark:460916
+1-9887-A-49 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test/data/wav_codec_ESPnet.8.ark:470935
+1-9887-B-49 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test/data/wav_codec_ESPnet.8.ark:480954
+1-99958-A-31 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test/data/wav_codec_ESPnet.8.ark:490974
diff --git a/esc50_test/logdir/codec_dump_ESPnet.1.log b/esc50_test/logdir/codec_dump_ESPnet.1.log
index e12e8d4d5eed23508f5bc82cc0926f6413b006f8..e656354a584140ad53caeede5255bf6b9e8fc337 100644
--- a/esc50_test/logdir/codec_dump_ESPnet.1.log
+++ b/esc50_test/logdir/codec_dump_ESPnet.1.log
@@ -1,74 +1,16 @@
-# Running on gpub029.delta.ncsa.illinois.edu
-# Started at Tue Oct 8 20:51:22 CDT 2024
-# SLURMD_NODENAME=gpub029
-# SLURM_ARRAY_JOB_ID=5102179
-# SLURM_ARRAY_TASK_COUNT=8
-# SLURM_ARRAY_TASK_ID=1
-# SLURM_ARRAY_TASK_MAX=8
-# SLURM_ARRAY_TASK_MIN=1
-# SLURM_ARRAY_TASK_STEP=1
-# SLURM_CLUSTER_NAME=delta
-# SLURM_CONF=/var/spool/slurmd/conf-cache/slurm.conf
-# SLURM_CPUS_ON_NODE=16
-# SLURM_CPUS_PER_TASK=16
-# SLURM_EXPORT_ENV=PATH
-# SLURM_GET_USER_ENV=1
-# SLURM_GPUS_ON_NODE=1
-# SLURM_GTIDS=0
-# SLURM_JOBID=5102188
-# SLURM_JOB_ACCOUNT=bbjs-delta-gpu
-# SLURM_JOB_CPUS_PER_NODE=16
-# SLURM_JOB_END_TIME=1728611472
-# SLURM_JOB_GID=202
-# SLURM_JOB_GPUS=0
-# SLURM_JOB_ID=5102188
-# SLURM_JOB_NAME=codec_dump_ESPnet.sh
-# SLURM_JOB_NODELIST=gpub029
-# SLURM_JOB_NUM_NODES=1
-# SLURM_JOB_PARTITION=gpuA40x4
-# SLURM_JOB_QOS=bbjs-delta-gpu
-# SLURM_JOB_START_TIME=1728438672
-# SLURM_JOB_UID=68099
-# SLURM_JOB_USER=shi3
-# SLURM_LOCALID=0
-# SLURM_MEM_PER_NODE=60000
-# SLURM_MPI_TYPE=pmi2
-# SLURM_NNODES=1
-# SLURM_NODEID=0
-# SLURM_NODELIST=gpub029
-# SLURM_OPEN_MODE=a
-# SLURM_PRIO_PROCESS=0
-# SLURM_PROCID=0
-# SLURM_SUBMIT_DIR=/scratch/bbjs/shi3/stan/espnet_codec/egs2/mls/speechlm1
-# SLURM_SUBMIT_HOST=dt-login04.delta.ncsa.illinois.edu
-# SLURM_TASKS_PER_NODE=1
-# SLURM_TASK_PID=2841740
-# SLURM_TOPOLOGY_ADDR=ss00.ss10.gpub029
-# SLURM_TOPOLOGY_ADDR_PATTERN=switch.switch.node
-# SLURM_TRES_PER_TASK=cpu:16
-# python3 pyscripts/feats/dump_codec.py --codec_choice ESPnet --codec_fs 16000 --batch_size 30 --bias 0 --dump_audio false --rank 1 --vocab_file dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test/token_lists/codec_token_list --wav_wspecifier ark,scp:dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test/data/wav_resyn_ESPnet.1.ark,dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test/data/wav_resyn_ESPnet.1.scp --checkpoint_path null --config_path null --hf_model_tag espnet/mls-multi_soundstream_16k scp:dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test/logdir/wav.1.scp ark,scp:dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test/data/wav_codec_ESPnet.1.ark,dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test/data/wav_codec_ESPnet.1.scp 
-2024-10-08 20:53:13 | INFO | dump_codec | build with codec_choice: ESPnet
+# python3 pyscripts/feats/dump_codec.py --codec_choice ESPnet --codec_fs 16000 --batch_size 5 --bias 0 --dump_audio false --rank 1 --vocab_file dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test/token_lists/codec_token_list --wav_wspecifier ark,scp:dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test/data/wav_resyn_ESPnet.1.ark,dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test/data/wav_resyn_ESPnet.1.scp --checkpoint_path null --config_path null --hf_model_tag espnet/mls-multi_soundstream_16k scp:dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test/logdir/wav.1.scp ark,scp:dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test/data/wav_codec_ESPnet.1.ark,dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test/data/wav_codec_ESPnet.1.scp 
+# Started at Thu Oct 10 13:17:29 EDT 2024
+#
+2024-10-10 13:17:30 | INFO | dump_codec | build with codec_choice: ESPnet
 
-Fetching 30 files:   0%|          | 0/30 [00:00<?, ?it/s]_esc_
-Fetching 30 files: 100%|██████████| 30/30 [00:00<00:00, 5322.27it/s]
-2024-10-08 20:56:22 | INFO | root | config file: /scratch/bbjs/shi3/stan/miniconda3/envs/espnet_codec/lib/python3.10/site-packages/espnet_model_zoo/models--espnet--mls-multi_soundstream_16k/snapshots/74dc5ec297a04ee035e61c66d8821195ec49f462/exp/codec_mls_multi_soundstream4_large_v1.1/config.yaml
-/scratch/bbjs/shi3/stan/miniconda3/envs/espnet_codec/lib/python3.10/site-packages/torch/nn/utils/weight_norm.py:28: UserWarning: torch.nn.utils.weight_norm is deprecated in favor of torch.nn.utils.parametrizations.weight_norm.
+Fetching 30 files:   0%|          | 0/30 [00:00<?, ?it/s]
+Fetching 30 files: 100%|██████████| 30/30 [00:00<00:00, 6753.03it/s]
+2024-10-10 13:17:39 | INFO | root | config file: /ocean/projects/cis210027p/swang26/miniconda3/envs/espnet_codec_robustness/lib/python3.10/site-packages/espnet_model_zoo/models--espnet--mls-multi_soundstream_16k/snapshots/74dc5ec297a04ee035e61c66d8821195ec49f462/exp/codec_mls_multi_soundstream4_large_v1.1/config.yaml
+/ocean/projects/cis210027p/swang26/miniconda3/envs/espnet_codec_robustness/lib/python3.10/site-packages/torch/nn/utils/weight_norm.py:28: UserWarning: torch.nn.utils.weight_norm is deprecated in favor of torch.nn.utils.parametrizations.weight_norm.
   warnings.warn("torch.nn.utils.weight_norm is deprecated in favor of torch.nn.utils.parametrizations.weight_norm.")
-/scratch/bbjs/shi3/stan/miniconda3/envs/espnet_codec/lib/python3.10/site-packages/librosa/util/decorators.py:88: UserWarning: Empty filters detected in mel frequency basis. Some channels will produce empty responses. Try increasing your sampling rate (and fmax) or reducing n_mels.
+/ocean/projects/cis210027p/swang26/miniconda3/envs/espnet_codec_robustness/lib/python3.10/site-packages/librosa/util/decorators.py:88: UserWarning: Empty filters detected in mel frequency basis. Some channels will produce empty responses. Try increasing your sampling rate (and fmax) or reducing n_mels.
   return f(*args, **kwargs)
-Traceback (most recent call last):
-  File "/scratch/bbjs/shi3/stan/espnet_codec/egs2/mls/speechlm1/pyscripts/feats/dump_codec.py", line 176, in <module>
-    dump_codec(**args)
-  File "/scratch/bbjs/shi3/stan/espnet_codec/egs2/mls/speechlm1/pyscripts/feats/dump_codec.py", line 122, in dump_codec
-    for idx, (key, (sample_rate, wav)) in enumerate(wav_reader):
-  File "/scratch/bbjs/shi3/stan/miniconda3/envs/espnet_codec/lib/python3.10/site-packages/kaldiio/highlevel.py", line 136, in __iter__
-    k, v = next(self.generator)
-  File "/scratch/bbjs/shi3/stan/miniconda3/envs/espnet_codec/lib/python3.10/site-packages/kaldiio/matio.py", line 125, in load_scp_sequential
-    arkfd = open_like_kaldi(ark, "rb")
-  File "/scratch/bbjs/shi3/stan/miniconda3/envs/espnet_codec/lib/python3.10/site-packages/kaldiio/utils.py", line 207, in open_like_kaldi
-    return io.open(name, mode, encoding=encoding)
-FileNotFoundError: [Errno 2] No such file or directory: 'dump_16000/audio_raw_tts_mls/test/data/format.1/data_wav.ark'
-# Accounting: begin_time=1728438682
-# Accounting: end_time=1728439008
-# Accounting: time=326 threads=1
-# Finished at Tue Oct 8 20:56:48 CDT 2024 with status 1
+/ocean/projects/cis210027p/swang26/miniconda3/envs/espnet_codec_robustness/lib/python3.10/site-packages/torch/nn/modules/conv.py:306: UserWarning: Applied workaround for CuDNN issue, install nvrtc.so (Triggered internally at ../aten/src/ATen/native/cudnn/Conv_v8.cpp:84.)
+  return F.conv1d(input, weight, bias, self.stride,
+# Accounting: time=26 threads=1
+# Ended (code 0) at Thu Oct 10 13:17:55 EDT 2024, elapsed time 26 seconds
diff --git a/esc50_test/logdir/codec_dump_ESPnet.10.log b/esc50_test/logdir/codec_dump_ESPnet.10.log
new file mode 100644
index 0000000000000000000000000000000000000000..d0ca99dd069a325e948c0362bbeb2d075f8af7aa
--- /dev/null
+++ b/esc50_test/logdir/codec_dump_ESPnet.10.log
@@ -0,0 +1,16 @@
+# python3 pyscripts/feats/dump_codec.py --codec_choice ESPnet --codec_fs 16000 --batch_size 10 --bias 0 --dump_audio false --rank 10 --vocab_file dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test/token_lists/codec_token_list --wav_wspecifier ark,scp:dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test/data/wav_resyn_ESPnet.10.ark,dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test/data/wav_resyn_ESPnet.10.scp --checkpoint_path null --config_path null --hf_model_tag espnet/mls-multi_soundstream_16k scp:dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test/logdir/wav.10.scp ark,scp:dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test/data/wav_codec_ESPnet.10.ark,dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test/data/wav_codec_ESPnet.10.scp 
+# Started at Mon Oct  7 16:35:29 EDT 2024
+#
+2024-10-07 16:35:31 | INFO | dump_codec | build with codec_choice: ESPnet
+
+Fetching 30 files:   0%|          | 0/30 [00:00<?, ?it/s]
+Fetching 30 files: 100%|██████████| 30/30 [00:00<00:00, 10704.31it/s]
+2024-10-07 16:35:38 | INFO | root | config file: /ocean/projects/cis210027p/swang26/miniconda3/envs/espnet_codec_robustness/lib/python3.10/site-packages/espnet_model_zoo/models--espnet--mls-multi_soundstream_16k/snapshots/74dc5ec297a04ee035e61c66d8821195ec49f462/exp/codec_mls_multi_soundstream4_large_v1.1/config.yaml
+/ocean/projects/cis210027p/swang26/miniconda3/envs/espnet_codec_robustness/lib/python3.10/site-packages/torch/nn/utils/weight_norm.py:28: UserWarning: torch.nn.utils.weight_norm is deprecated in favor of torch.nn.utils.parametrizations.weight_norm.
+  warnings.warn("torch.nn.utils.weight_norm is deprecated in favor of torch.nn.utils.parametrizations.weight_norm.")
+/ocean/projects/cis210027p/swang26/miniconda3/envs/espnet_codec_robustness/lib/python3.10/site-packages/librosa/util/decorators.py:88: UserWarning: Empty filters detected in mel frequency basis. Some channels will produce empty responses. Try increasing your sampling rate (and fmax) or reducing n_mels.
+  return f(*args, **kwargs)
+/ocean/projects/cis210027p/swang26/miniconda3/envs/espnet_codec_robustness/lib/python3.10/site-packages/torch/nn/modules/conv.py:306: UserWarning: Applied workaround for CuDNN issue, install nvrtc.so (Triggered internally at ../aten/src/ATen/native/cudnn/Conv_v8.cpp:84.)
+  return F.conv1d(input, weight, bias, self.stride,
+# Accounting: time=12 threads=1
+# Ended (code 0) at Mon Oct  7 16:35:41 EDT 2024, elapsed time 12 seconds
diff --git a/esc50_test/logdir/codec_dump_ESPnet.11.log b/esc50_test/logdir/codec_dump_ESPnet.11.log
new file mode 100644
index 0000000000000000000000000000000000000000..e9d81c4b76e3d0888095d63d90b0664bd0386c41
--- /dev/null
+++ b/esc50_test/logdir/codec_dump_ESPnet.11.log
@@ -0,0 +1,16 @@
+# python3 pyscripts/feats/dump_codec.py --codec_choice ESPnet --codec_fs 16000 --batch_size 10 --bias 0 --dump_audio false --rank 11 --vocab_file dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test/token_lists/codec_token_list --wav_wspecifier ark,scp:dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test/data/wav_resyn_ESPnet.11.ark,dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test/data/wav_resyn_ESPnet.11.scp --checkpoint_path null --config_path null --hf_model_tag espnet/mls-multi_soundstream_16k scp:dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test/logdir/wav.11.scp ark,scp:dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test/data/wav_codec_ESPnet.11.ark,dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test/data/wav_codec_ESPnet.11.scp 
+# Started at Mon Oct  7 16:35:29 EDT 2024
+#
+2024-10-07 16:35:31 | INFO | dump_codec | build with codec_choice: ESPnet
+
+Fetching 30 files:   0%|          | 0/30 [00:00<?, ?it/s]
+Fetching 30 files: 100%|██████████| 30/30 [00:00<00:00, 7191.06it/s]
+2024-10-07 16:35:39 | INFO | root | config file: /ocean/projects/cis210027p/swang26/miniconda3/envs/espnet_codec_robustness/lib/python3.10/site-packages/espnet_model_zoo/models--espnet--mls-multi_soundstream_16k/snapshots/74dc5ec297a04ee035e61c66d8821195ec49f462/exp/codec_mls_multi_soundstream4_large_v1.1/config.yaml
+/ocean/projects/cis210027p/swang26/miniconda3/envs/espnet_codec_robustness/lib/python3.10/site-packages/torch/nn/utils/weight_norm.py:28: UserWarning: torch.nn.utils.weight_norm is deprecated in favor of torch.nn.utils.parametrizations.weight_norm.
+  warnings.warn("torch.nn.utils.weight_norm is deprecated in favor of torch.nn.utils.parametrizations.weight_norm.")
+/ocean/projects/cis210027p/swang26/miniconda3/envs/espnet_codec_robustness/lib/python3.10/site-packages/librosa/util/decorators.py:88: UserWarning: Empty filters detected in mel frequency basis. Some channels will produce empty responses. Try increasing your sampling rate (and fmax) or reducing n_mels.
+  return f(*args, **kwargs)
+/ocean/projects/cis210027p/swang26/miniconda3/envs/espnet_codec_robustness/lib/python3.10/site-packages/torch/nn/modules/conv.py:306: UserWarning: Applied workaround for CuDNN issue, install nvrtc.so (Triggered internally at ../aten/src/ATen/native/cudnn/Conv_v8.cpp:84.)
+  return F.conv1d(input, weight, bias, self.stride,
+# Accounting: time=13 threads=1
+# Ended (code 0) at Mon Oct  7 16:35:42 EDT 2024, elapsed time 13 seconds
diff --git a/esc50_test/logdir/codec_dump_ESPnet.12.log b/esc50_test/logdir/codec_dump_ESPnet.12.log
new file mode 100644
index 0000000000000000000000000000000000000000..23235586a08c02f5b79b62aa4c5c07953227f308
--- /dev/null
+++ b/esc50_test/logdir/codec_dump_ESPnet.12.log
@@ -0,0 +1,16 @@
+# python3 pyscripts/feats/dump_codec.py --codec_choice ESPnet --codec_fs 16000 --batch_size 10 --bias 0 --dump_audio false --rank 12 --vocab_file dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test/token_lists/codec_token_list --wav_wspecifier ark,scp:dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test/data/wav_resyn_ESPnet.12.ark,dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test/data/wav_resyn_ESPnet.12.scp --checkpoint_path null --config_path null --hf_model_tag espnet/mls-multi_soundstream_16k scp:dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test/logdir/wav.12.scp ark,scp:dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test/data/wav_codec_ESPnet.12.ark,dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test/data/wav_codec_ESPnet.12.scp 
+# Started at Mon Oct  7 16:35:29 EDT 2024
+#
+2024-10-07 16:35:31 | INFO | dump_codec | build with codec_choice: ESPnet
+
+Fetching 30 files:   0%|          | 0/30 [00:00<?, ?it/s]
+Fetching 30 files: 100%|██████████| 30/30 [00:00<00:00, 5769.60it/s]
+2024-10-07 16:35:39 | INFO | root | config file: /ocean/projects/cis210027p/swang26/miniconda3/envs/espnet_codec_robustness/lib/python3.10/site-packages/espnet_model_zoo/models--espnet--mls-multi_soundstream_16k/snapshots/74dc5ec297a04ee035e61c66d8821195ec49f462/exp/codec_mls_multi_soundstream4_large_v1.1/config.yaml
+/ocean/projects/cis210027p/swang26/miniconda3/envs/espnet_codec_robustness/lib/python3.10/site-packages/torch/nn/utils/weight_norm.py:28: UserWarning: torch.nn.utils.weight_norm is deprecated in favor of torch.nn.utils.parametrizations.weight_norm.
+  warnings.warn("torch.nn.utils.weight_norm is deprecated in favor of torch.nn.utils.parametrizations.weight_norm.")
+/ocean/projects/cis210027p/swang26/miniconda3/envs/espnet_codec_robustness/lib/python3.10/site-packages/librosa/util/decorators.py:88: UserWarning: Empty filters detected in mel frequency basis. Some channels will produce empty responses. Try increasing your sampling rate (and fmax) or reducing n_mels.
+  return f(*args, **kwargs)
+/ocean/projects/cis210027p/swang26/miniconda3/envs/espnet_codec_robustness/lib/python3.10/site-packages/torch/nn/modules/conv.py:306: UserWarning: Applied workaround for CuDNN issue, install nvrtc.so (Triggered internally at ../aten/src/ATen/native/cudnn/Conv_v8.cpp:84.)
+  return F.conv1d(input, weight, bias, self.stride,
+# Accounting: time=13 threads=1
+# Ended (code 0) at Mon Oct  7 16:35:42 EDT 2024, elapsed time 13 seconds
diff --git a/esc50_test/logdir/codec_dump_ESPnet.13.log b/esc50_test/logdir/codec_dump_ESPnet.13.log
new file mode 100644
index 0000000000000000000000000000000000000000..96314a3f7034928889dd0afd23adb7510659e204
--- /dev/null
+++ b/esc50_test/logdir/codec_dump_ESPnet.13.log
@@ -0,0 +1,16 @@
+# python3 pyscripts/feats/dump_codec.py --codec_choice ESPnet --codec_fs 16000 --batch_size 10 --bias 0 --dump_audio false --rank 13 --vocab_file dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test/token_lists/codec_token_list --wav_wspecifier ark,scp:dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test/data/wav_resyn_ESPnet.13.ark,dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test/data/wav_resyn_ESPnet.13.scp --checkpoint_path null --config_path null --hf_model_tag espnet/mls-multi_soundstream_16k scp:dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test/logdir/wav.13.scp ark,scp:dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test/data/wav_codec_ESPnet.13.ark,dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test/data/wav_codec_ESPnet.13.scp 
+# Started at Mon Oct  7 16:35:40 EDT 2024
+#
+2024-10-07 16:35:42 | INFO | dump_codec | build with codec_choice: ESPnet
+
+Fetching 30 files:   0%|          | 0/30 [00:00<?, ?it/s]
+Fetching 30 files: 100%|██████████| 30/30 [00:00<00:00, 12342.24it/s]
+2024-10-07 16:35:49 | INFO | root | config file: /ocean/projects/cis210027p/swang26/miniconda3/envs/espnet_codec_robustness/lib/python3.10/site-packages/espnet_model_zoo/models--espnet--mls-multi_soundstream_16k/snapshots/74dc5ec297a04ee035e61c66d8821195ec49f462/exp/codec_mls_multi_soundstream4_large_v1.1/config.yaml
+/ocean/projects/cis210027p/swang26/miniconda3/envs/espnet_codec_robustness/lib/python3.10/site-packages/torch/nn/utils/weight_norm.py:28: UserWarning: torch.nn.utils.weight_norm is deprecated in favor of torch.nn.utils.parametrizations.weight_norm.
+  warnings.warn("torch.nn.utils.weight_norm is deprecated in favor of torch.nn.utils.parametrizations.weight_norm.")
+/ocean/projects/cis210027p/swang26/miniconda3/envs/espnet_codec_robustness/lib/python3.10/site-packages/librosa/util/decorators.py:88: UserWarning: Empty filters detected in mel frequency basis. Some channels will produce empty responses. Try increasing your sampling rate (and fmax) or reducing n_mels.
+  return f(*args, **kwargs)
+/ocean/projects/cis210027p/swang26/miniconda3/envs/espnet_codec_robustness/lib/python3.10/site-packages/torch/nn/modules/conv.py:306: UserWarning: Applied workaround for CuDNN issue, install nvrtc.so (Triggered internally at ../aten/src/ATen/native/cudnn/Conv_v8.cpp:84.)
+  return F.conv1d(input, weight, bias, self.stride,
+# Accounting: time=12 threads=1
+# Ended (code 0) at Mon Oct  7 16:35:52 EDT 2024, elapsed time 12 seconds
diff --git a/esc50_test/logdir/codec_dump_ESPnet.14.log b/esc50_test/logdir/codec_dump_ESPnet.14.log
new file mode 100644
index 0000000000000000000000000000000000000000..b37f2a922200f90fd5ced45cfcbacf70da51d3fa
--- /dev/null
+++ b/esc50_test/logdir/codec_dump_ESPnet.14.log
@@ -0,0 +1,16 @@
+# python3 pyscripts/feats/dump_codec.py --codec_choice ESPnet --codec_fs 16000 --batch_size 10 --bias 0 --dump_audio false --rank 14 --vocab_file dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test/token_lists/codec_token_list --wav_wspecifier ark,scp:dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test/data/wav_resyn_ESPnet.14.ark,dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test/data/wav_resyn_ESPnet.14.scp --checkpoint_path null --config_path null --hf_model_tag espnet/mls-multi_soundstream_16k scp:dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test/logdir/wav.14.scp ark,scp:dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test/data/wav_codec_ESPnet.14.ark,dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test/data/wav_codec_ESPnet.14.scp 
+# Started at Mon Oct  7 16:35:41 EDT 2024
+#
+2024-10-07 16:35:43 | INFO | dump_codec | build with codec_choice: ESPnet
+
+Fetching 30 files:   0%|          | 0/30 [00:00<?, ?it/s]
+Fetching 30 files: 100%|██████████| 30/30 [00:00<00:00, 6912.93it/s]
+2024-10-07 16:35:51 | INFO | root | config file: /ocean/projects/cis210027p/swang26/miniconda3/envs/espnet_codec_robustness/lib/python3.10/site-packages/espnet_model_zoo/models--espnet--mls-multi_soundstream_16k/snapshots/74dc5ec297a04ee035e61c66d8821195ec49f462/exp/codec_mls_multi_soundstream4_large_v1.1/config.yaml
+/ocean/projects/cis210027p/swang26/miniconda3/envs/espnet_codec_robustness/lib/python3.10/site-packages/torch/nn/utils/weight_norm.py:28: UserWarning: torch.nn.utils.weight_norm is deprecated in favor of torch.nn.utils.parametrizations.weight_norm.
+  warnings.warn("torch.nn.utils.weight_norm is deprecated in favor of torch.nn.utils.parametrizations.weight_norm.")
+/ocean/projects/cis210027p/swang26/miniconda3/envs/espnet_codec_robustness/lib/python3.10/site-packages/librosa/util/decorators.py:88: UserWarning: Empty filters detected in mel frequency basis. Some channels will produce empty responses. Try increasing your sampling rate (and fmax) or reducing n_mels.
+  return f(*args, **kwargs)
+/ocean/projects/cis210027p/swang26/miniconda3/envs/espnet_codec_robustness/lib/python3.10/site-packages/torch/nn/modules/conv.py:306: UserWarning: Applied workaround for CuDNN issue, install nvrtc.so (Triggered internally at ../aten/src/ATen/native/cudnn/Conv_v8.cpp:84.)
+  return F.conv1d(input, weight, bias, self.stride,
+# Accounting: time=13 threads=1
+# Ended (code 0) at Mon Oct  7 16:35:54 EDT 2024, elapsed time 13 seconds
diff --git a/esc50_test/logdir/codec_dump_ESPnet.15.log b/esc50_test/logdir/codec_dump_ESPnet.15.log
new file mode 100644
index 0000000000000000000000000000000000000000..3eb2b917362c2f1789e4353acee4735d150e78b2
--- /dev/null
+++ b/esc50_test/logdir/codec_dump_ESPnet.15.log
@@ -0,0 +1,16 @@
+# python3 pyscripts/feats/dump_codec.py --codec_choice ESPnet --codec_fs 16000 --batch_size 10 --bias 0 --dump_audio false --rank 15 --vocab_file dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test/token_lists/codec_token_list --wav_wspecifier ark,scp:dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test/data/wav_resyn_ESPnet.15.ark,dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test/data/wav_resyn_ESPnet.15.scp --checkpoint_path null --config_path null --hf_model_tag espnet/mls-multi_soundstream_16k scp:dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test/logdir/wav.15.scp ark,scp:dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test/data/wav_codec_ESPnet.15.ark,dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test/data/wav_codec_ESPnet.15.scp 
+# Started at Mon Oct  7 16:35:42 EDT 2024
+#
+2024-10-07 16:35:43 | INFO | dump_codec | build with codec_choice: ESPnet
+
+Fetching 30 files:   0%|          | 0/30 [00:00<?, ?it/s]
+Fetching 30 files: 100%|██████████| 30/30 [00:00<00:00, 6571.05it/s]
+2024-10-07 16:35:51 | INFO | root | config file: /ocean/projects/cis210027p/swang26/miniconda3/envs/espnet_codec_robustness/lib/python3.10/site-packages/espnet_model_zoo/models--espnet--mls-multi_soundstream_16k/snapshots/74dc5ec297a04ee035e61c66d8821195ec49f462/exp/codec_mls_multi_soundstream4_large_v1.1/config.yaml
+/ocean/projects/cis210027p/swang26/miniconda3/envs/espnet_codec_robustness/lib/python3.10/site-packages/torch/nn/utils/weight_norm.py:28: UserWarning: torch.nn.utils.weight_norm is deprecated in favor of torch.nn.utils.parametrizations.weight_norm.
+  warnings.warn("torch.nn.utils.weight_norm is deprecated in favor of torch.nn.utils.parametrizations.weight_norm.")
+/ocean/projects/cis210027p/swang26/miniconda3/envs/espnet_codec_robustness/lib/python3.10/site-packages/librosa/util/decorators.py:88: UserWarning: Empty filters detected in mel frequency basis. Some channels will produce empty responses. Try increasing your sampling rate (and fmax) or reducing n_mels.
+  return f(*args, **kwargs)
+/ocean/projects/cis210027p/swang26/miniconda3/envs/espnet_codec_robustness/lib/python3.10/site-packages/torch/nn/modules/conv.py:306: UserWarning: Applied workaround for CuDNN issue, install nvrtc.so (Triggered internally at ../aten/src/ATen/native/cudnn/Conv_v8.cpp:84.)
+  return F.conv1d(input, weight, bias, self.stride,
+# Accounting: time=12 threads=1
+# Ended (code 0) at Mon Oct  7 16:35:54 EDT 2024, elapsed time 12 seconds
diff --git a/esc50_test/logdir/codec_dump_ESPnet.16.log b/esc50_test/logdir/codec_dump_ESPnet.16.log
new file mode 100644
index 0000000000000000000000000000000000000000..c38ac4ff61ab60ab7f442ddf1d1e7c8c6b7762e4
--- /dev/null
+++ b/esc50_test/logdir/codec_dump_ESPnet.16.log
@@ -0,0 +1,16 @@
+# python3 pyscripts/feats/dump_codec.py --codec_choice ESPnet --codec_fs 16000 --batch_size 10 --bias 0 --dump_audio false --rank 16 --vocab_file dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test/token_lists/codec_token_list --wav_wspecifier ark,scp:dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test/data/wav_resyn_ESPnet.16.ark,dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test/data/wav_resyn_ESPnet.16.scp --checkpoint_path null --config_path null --hf_model_tag espnet/mls-multi_soundstream_16k scp:dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test/logdir/wav.16.scp ark,scp:dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test/data/wav_codec_ESPnet.16.ark,dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test/data/wav_codec_ESPnet.16.scp 
+# Started at Mon Oct  7 16:35:42 EDT 2024
+#
+2024-10-07 16:35:43 | INFO | dump_codec | build with codec_choice: ESPnet
+
+Fetching 30 files:   0%|          | 0/30 [00:00<?, ?it/s]
+Fetching 30 files: 100%|██████████| 30/30 [00:00<00:00, 7096.96it/s]
+2024-10-07 16:35:51 | INFO | root | config file: /ocean/projects/cis210027p/swang26/miniconda3/envs/espnet_codec_robustness/lib/python3.10/site-packages/espnet_model_zoo/models--espnet--mls-multi_soundstream_16k/snapshots/74dc5ec297a04ee035e61c66d8821195ec49f462/exp/codec_mls_multi_soundstream4_large_v1.1/config.yaml
+/ocean/projects/cis210027p/swang26/miniconda3/envs/espnet_codec_robustness/lib/python3.10/site-packages/torch/nn/utils/weight_norm.py:28: UserWarning: torch.nn.utils.weight_norm is deprecated in favor of torch.nn.utils.parametrizations.weight_norm.
+  warnings.warn("torch.nn.utils.weight_norm is deprecated in favor of torch.nn.utils.parametrizations.weight_norm.")
+/ocean/projects/cis210027p/swang26/miniconda3/envs/espnet_codec_robustness/lib/python3.10/site-packages/librosa/util/decorators.py:88: UserWarning: Empty filters detected in mel frequency basis. Some channels will produce empty responses. Try increasing your sampling rate (and fmax) or reducing n_mels.
+  return f(*args, **kwargs)
+/ocean/projects/cis210027p/swang26/miniconda3/envs/espnet_codec_robustness/lib/python3.10/site-packages/torch/nn/modules/conv.py:306: UserWarning: Applied workaround for CuDNN issue, install nvrtc.so (Triggered internally at ../aten/src/ATen/native/cudnn/Conv_v8.cpp:84.)
+  return F.conv1d(input, weight, bias, self.stride,
+# Accounting: time=12 threads=1
+# Ended (code 0) at Mon Oct  7 16:35:54 EDT 2024, elapsed time 12 seconds
diff --git a/esc50_test/logdir/codec_dump_ESPnet.2.log b/esc50_test/logdir/codec_dump_ESPnet.2.log
index a78a84aac6dadc3e5498da92e59fb5845f86c95d..3b09d19ddcf23e735249c7e7aad144b894b9ef8a 100644
--- a/esc50_test/logdir/codec_dump_ESPnet.2.log
+++ b/esc50_test/logdir/codec_dump_ESPnet.2.log
@@ -1,74 +1,16 @@
-# Running on gpub029.delta.ncsa.illinois.edu
-# Started at Tue Oct 8 20:51:22 CDT 2024
-# SLURMD_NODENAME=gpub029
-# SLURM_ARRAY_JOB_ID=5102179
-# SLURM_ARRAY_TASK_COUNT=8
-# SLURM_ARRAY_TASK_ID=2
-# SLURM_ARRAY_TASK_MAX=8
-# SLURM_ARRAY_TASK_MIN=1
-# SLURM_ARRAY_TASK_STEP=1
-# SLURM_CLUSTER_NAME=delta
-# SLURM_CONF=/var/spool/slurmd/conf-cache/slurm.conf
-# SLURM_CPUS_ON_NODE=16
-# SLURM_CPUS_PER_TASK=16
-# SLURM_EXPORT_ENV=PATH
-# SLURM_GET_USER_ENV=1
-# SLURM_GPUS_ON_NODE=1
-# SLURM_GTIDS=0
-# SLURM_JOBID=5102189
-# SLURM_JOB_ACCOUNT=bbjs-delta-gpu
-# SLURM_JOB_CPUS_PER_NODE=16
-# SLURM_JOB_END_TIME=1728611472
-# SLURM_JOB_GID=202
-# SLURM_JOB_GPUS=1
-# SLURM_JOB_ID=5102189
-# SLURM_JOB_NAME=codec_dump_ESPnet.sh
-# SLURM_JOB_NODELIST=gpub029
-# SLURM_JOB_NUM_NODES=1
-# SLURM_JOB_PARTITION=gpuA40x4
-# SLURM_JOB_QOS=bbjs-delta-gpu
-# SLURM_JOB_START_TIME=1728438672
-# SLURM_JOB_UID=68099
-# SLURM_JOB_USER=shi3
-# SLURM_LOCALID=0
-# SLURM_MEM_PER_NODE=60000
-# SLURM_MPI_TYPE=pmi2
-# SLURM_NNODES=1
-# SLURM_NODEID=0
-# SLURM_NODELIST=gpub029
-# SLURM_OPEN_MODE=a
-# SLURM_PRIO_PROCESS=0
-# SLURM_PROCID=0
-# SLURM_SUBMIT_DIR=/scratch/bbjs/shi3/stan/espnet_codec/egs2/mls/speechlm1
-# SLURM_SUBMIT_HOST=dt-login04.delta.ncsa.illinois.edu
-# SLURM_TASKS_PER_NODE=1
-# SLURM_TASK_PID=2841741
-# SLURM_TOPOLOGY_ADDR=ss00.ss10.gpub029
-# SLURM_TOPOLOGY_ADDR_PATTERN=switch.switch.node
-# SLURM_TRES_PER_TASK=cpu:16
-# python3 pyscripts/feats/dump_codec.py --codec_choice ESPnet --codec_fs 16000 --batch_size 30 --bias 0 --dump_audio false --rank 2 --vocab_file dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test/token_lists/codec_token_list --wav_wspecifier ark,scp:dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test/data/wav_resyn_ESPnet.2.ark,dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test/data/wav_resyn_ESPnet.2.scp --checkpoint_path null --config_path null --hf_model_tag espnet/mls-multi_soundstream_16k scp:dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test/logdir/wav.2.scp ark,scp:dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test/data/wav_codec_ESPnet.2.ark,dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test/data/wav_codec_ESPnet.2.scp 
-2024-10-08 20:53:13 | INFO | dump_codec | build with codec_choice: ESPnet
+# python3 pyscripts/feats/dump_codec.py --codec_choice ESPnet --codec_fs 16000 --batch_size 5 --bias 0 --dump_audio false --rank 2 --vocab_file dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test/token_lists/codec_token_list --wav_wspecifier ark,scp:dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test/data/wav_resyn_ESPnet.2.ark,dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test/data/wav_resyn_ESPnet.2.scp --checkpoint_path null --config_path null --hf_model_tag espnet/mls-multi_soundstream_16k scp:dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test/logdir/wav.2.scp ark,scp:dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test/data/wav_codec_ESPnet.2.ark,dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test/data/wav_codec_ESPnet.2.scp 
+# Started at Thu Oct 10 13:17:29 EDT 2024
+#
+2024-10-10 13:17:31 | INFO | dump_codec | build with codec_choice: ESPnet
 
-Fetching 30 files:   0%|          | 0/30 [00:00<?, ?it/s]_esc_
-Fetching 30 files: 100%|██████████| 30/30 [00:00<00:00, 6109.40it/s]
-2024-10-08 20:56:21 | INFO | root | config file: /scratch/bbjs/shi3/stan/miniconda3/envs/espnet_codec/lib/python3.10/site-packages/espnet_model_zoo/models--espnet--mls-multi_soundstream_16k/snapshots/74dc5ec297a04ee035e61c66d8821195ec49f462/exp/codec_mls_multi_soundstream4_large_v1.1/config.yaml
-/scratch/bbjs/shi3/stan/miniconda3/envs/espnet_codec/lib/python3.10/site-packages/torch/nn/utils/weight_norm.py:28: UserWarning: torch.nn.utils.weight_norm is deprecated in favor of torch.nn.utils.parametrizations.weight_norm.
+Fetching 30 files:   0%|          | 0/30 [00:00<?, ?it/s]
+Fetching 30 files: 100%|██████████| 30/30 [00:00<00:00, 6002.15it/s]
+2024-10-10 13:17:39 | INFO | root | config file: /ocean/projects/cis210027p/swang26/miniconda3/envs/espnet_codec_robustness/lib/python3.10/site-packages/espnet_model_zoo/models--espnet--mls-multi_soundstream_16k/snapshots/74dc5ec297a04ee035e61c66d8821195ec49f462/exp/codec_mls_multi_soundstream4_large_v1.1/config.yaml
+/ocean/projects/cis210027p/swang26/miniconda3/envs/espnet_codec_robustness/lib/python3.10/site-packages/torch/nn/utils/weight_norm.py:28: UserWarning: torch.nn.utils.weight_norm is deprecated in favor of torch.nn.utils.parametrizations.weight_norm.
   warnings.warn("torch.nn.utils.weight_norm is deprecated in favor of torch.nn.utils.parametrizations.weight_norm.")
-/scratch/bbjs/shi3/stan/miniconda3/envs/espnet_codec/lib/python3.10/site-packages/librosa/util/decorators.py:88: UserWarning: Empty filters detected in mel frequency basis. Some channels will produce empty responses. Try increasing your sampling rate (and fmax) or reducing n_mels.
+/ocean/projects/cis210027p/swang26/miniconda3/envs/espnet_codec_robustness/lib/python3.10/site-packages/librosa/util/decorators.py:88: UserWarning: Empty filters detected in mel frequency basis. Some channels will produce empty responses. Try increasing your sampling rate (and fmax) or reducing n_mels.
   return f(*args, **kwargs)
-Traceback (most recent call last):
-  File "/scratch/bbjs/shi3/stan/espnet_codec/egs2/mls/speechlm1/pyscripts/feats/dump_codec.py", line 176, in <module>
-    dump_codec(**args)
-  File "/scratch/bbjs/shi3/stan/espnet_codec/egs2/mls/speechlm1/pyscripts/feats/dump_codec.py", line 122, in dump_codec
-    for idx, (key, (sample_rate, wav)) in enumerate(wav_reader):
-  File "/scratch/bbjs/shi3/stan/miniconda3/envs/espnet_codec/lib/python3.10/site-packages/kaldiio/highlevel.py", line 136, in __iter__
-    k, v = next(self.generator)
-  File "/scratch/bbjs/shi3/stan/miniconda3/envs/espnet_codec/lib/python3.10/site-packages/kaldiio/matio.py", line 125, in load_scp_sequential
-    arkfd = open_like_kaldi(ark, "rb")
-  File "/scratch/bbjs/shi3/stan/miniconda3/envs/espnet_codec/lib/python3.10/site-packages/kaldiio/utils.py", line 207, in open_like_kaldi
-    return io.open(name, mode, encoding=encoding)
-FileNotFoundError: [Errno 2] No such file or directory: 'dump_16000/audio_raw_tts_mls/test/data/format.4/data_wav.ark'
-# Accounting: begin_time=1728438682
-# Accounting: end_time=1728439008
-# Accounting: time=326 threads=1
-# Finished at Tue Oct 8 20:56:48 CDT 2024 with status 1
+/ocean/projects/cis210027p/swang26/miniconda3/envs/espnet_codec_robustness/lib/python3.10/site-packages/torch/nn/modules/conv.py:306: UserWarning: Applied workaround for CuDNN issue, install nvrtc.so (Triggered internally at ../aten/src/ATen/native/cudnn/Conv_v8.cpp:84.)
+  return F.conv1d(input, weight, bias, self.stride,
+# Accounting: time=26 threads=1
+# Ended (code 0) at Thu Oct 10 13:17:55 EDT 2024, elapsed time 26 seconds
diff --git a/esc50_test/logdir/codec_dump_ESPnet.3.log b/esc50_test/logdir/codec_dump_ESPnet.3.log
index 9485f55e0a45327377174c6b4c80dd85e92c14ea..f486bddde2f255bac40dcc960bcc08e9ae6c8443 100644
--- a/esc50_test/logdir/codec_dump_ESPnet.3.log
+++ b/esc50_test/logdir/codec_dump_ESPnet.3.log
@@ -1,74 +1,16 @@
-# Running on gpub010.delta.ncsa.illinois.edu
-# Started at Tue Oct 8 20:51:20 CDT 2024
-# SLURMD_NODENAME=gpub010
-# SLURM_ARRAY_JOB_ID=5102179
-# SLURM_ARRAY_TASK_COUNT=8
-# SLURM_ARRAY_TASK_ID=3
-# SLURM_ARRAY_TASK_MAX=8
-# SLURM_ARRAY_TASK_MIN=1
-# SLURM_ARRAY_TASK_STEP=1
-# SLURM_CLUSTER_NAME=delta
-# SLURM_CONF=/var/spool/slurmd/conf-cache/slurm.conf
-# SLURM_CPUS_ON_NODE=16
-# SLURM_CPUS_PER_TASK=16
-# SLURM_EXPORT_ENV=PATH
-# SLURM_GET_USER_ENV=1
-# SLURM_GPUS_ON_NODE=1
-# SLURM_GTIDS=0
-# SLURM_JOBID=5102190
-# SLURM_JOB_ACCOUNT=bbjs-delta-gpu
-# SLURM_JOB_CPUS_PER_NODE=16
-# SLURM_JOB_END_TIME=1728611472
-# SLURM_JOB_GID=202
-# SLURM_JOB_GPUS=1
-# SLURM_JOB_ID=5102190
-# SLURM_JOB_NAME=codec_dump_ESPnet.sh
-# SLURM_JOB_NODELIST=gpub010
-# SLURM_JOB_NUM_NODES=1
-# SLURM_JOB_PARTITION=gpuA40x4
-# SLURM_JOB_QOS=bbjs-delta-gpu
-# SLURM_JOB_START_TIME=1728438672
-# SLURM_JOB_UID=68099
-# SLURM_JOB_USER=shi3
-# SLURM_LOCALID=0
-# SLURM_MEM_PER_NODE=60000
-# SLURM_MPI_TYPE=pmi2
-# SLURM_NNODES=1
-# SLURM_NODEID=0
-# SLURM_NODELIST=gpub010
-# SLURM_OPEN_MODE=a
-# SLURM_PRIO_PROCESS=0
-# SLURM_PROCID=0
-# SLURM_SUBMIT_DIR=/scratch/bbjs/shi3/stan/espnet_codec/egs2/mls/speechlm1
-# SLURM_SUBMIT_HOST=dt-login04.delta.ncsa.illinois.edu
-# SLURM_TASKS_PER_NODE=1
-# SLURM_TASK_PID=1166445
-# SLURM_TOPOLOGY_ADDR=ss00.ss09.gpub010
-# SLURM_TOPOLOGY_ADDR_PATTERN=switch.switch.node
-# SLURM_TRES_PER_TASK=cpu:16
-# python3 pyscripts/feats/dump_codec.py --codec_choice ESPnet --codec_fs 16000 --batch_size 30 --bias 0 --dump_audio false --rank 3 --vocab_file dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test/token_lists/codec_token_list --wav_wspecifier ark,scp:dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test/data/wav_resyn_ESPnet.3.ark,dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test/data/wav_resyn_ESPnet.3.scp --checkpoint_path null --config_path null --hf_model_tag espnet/mls-multi_soundstream_16k scp:dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test/logdir/wav.3.scp ark,scp:dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test/data/wav_codec_ESPnet.3.ark,dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test/data/wav_codec_ESPnet.3.scp 
-2024-10-08 20:51:27 | INFO | dump_codec | build with codec_choice: ESPnet
+# python3 pyscripts/feats/dump_codec.py --codec_choice ESPnet --codec_fs 16000 --batch_size 5 --bias 0 --dump_audio false --rank 3 --vocab_file dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test/token_lists/codec_token_list --wav_wspecifier ark,scp:dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test/data/wav_resyn_ESPnet.3.ark,dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test/data/wav_resyn_ESPnet.3.scp --checkpoint_path null --config_path null --hf_model_tag espnet/mls-multi_soundstream_16k scp:dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test/logdir/wav.3.scp ark,scp:dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test/data/wav_codec_ESPnet.3.ark,dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test/data/wav_codec_ESPnet.3.scp 
+# Started at Thu Oct 10 13:17:29 EDT 2024
+#
+2024-10-10 13:17:30 | INFO | dump_codec | build with codec_choice: ESPnet
 
-Fetching 30 files:   0%|          | 0/30 [00:00<?, ?it/s]_esc_
-Fetching 30 files: 100%|██████████| 30/30 [00:00<00:00, 9796.72it/s]
-2024-10-08 20:51:47 | INFO | root | config file: /scratch/bbjs/shi3/stan/miniconda3/envs/espnet_codec/lib/python3.10/site-packages/espnet_model_zoo/models--espnet--mls-multi_soundstream_16k/snapshots/74dc5ec297a04ee035e61c66d8821195ec49f462/exp/codec_mls_multi_soundstream4_large_v1.1/config.yaml
-/scratch/bbjs/shi3/stan/miniconda3/envs/espnet_codec/lib/python3.10/site-packages/torch/nn/utils/weight_norm.py:28: UserWarning: torch.nn.utils.weight_norm is deprecated in favor of torch.nn.utils.parametrizations.weight_norm.
+Fetching 30 files:   0%|          | 0/30 [00:00<?, ?it/s]
+Fetching 30 files: 100%|██████████| 30/30 [00:00<00:00, 5316.65it/s]
+2024-10-10 13:17:39 | INFO | root | config file: /ocean/projects/cis210027p/swang26/miniconda3/envs/espnet_codec_robustness/lib/python3.10/site-packages/espnet_model_zoo/models--espnet--mls-multi_soundstream_16k/snapshots/74dc5ec297a04ee035e61c66d8821195ec49f462/exp/codec_mls_multi_soundstream4_large_v1.1/config.yaml
+/ocean/projects/cis210027p/swang26/miniconda3/envs/espnet_codec_robustness/lib/python3.10/site-packages/torch/nn/utils/weight_norm.py:28: UserWarning: torch.nn.utils.weight_norm is deprecated in favor of torch.nn.utils.parametrizations.weight_norm.
   warnings.warn("torch.nn.utils.weight_norm is deprecated in favor of torch.nn.utils.parametrizations.weight_norm.")
-/scratch/bbjs/shi3/stan/miniconda3/envs/espnet_codec/lib/python3.10/site-packages/librosa/util/decorators.py:88: UserWarning: Empty filters detected in mel frequency basis. Some channels will produce empty responses. Try increasing your sampling rate (and fmax) or reducing n_mels.
+/ocean/projects/cis210027p/swang26/miniconda3/envs/espnet_codec_robustness/lib/python3.10/site-packages/librosa/util/decorators.py:88: UserWarning: Empty filters detected in mel frequency basis. Some channels will produce empty responses. Try increasing your sampling rate (and fmax) or reducing n_mels.
   return f(*args, **kwargs)
-Traceback (most recent call last):
-  File "/scratch/bbjs/shi3/stan/espnet_codec/egs2/mls/speechlm1/pyscripts/feats/dump_codec.py", line 176, in <module>
-    dump_codec(**args)
-  File "/scratch/bbjs/shi3/stan/espnet_codec/egs2/mls/speechlm1/pyscripts/feats/dump_codec.py", line 122, in dump_codec
-    for idx, (key, (sample_rate, wav)) in enumerate(wav_reader):
-  File "/scratch/bbjs/shi3/stan/miniconda3/envs/espnet_codec/lib/python3.10/site-packages/kaldiio/highlevel.py", line 136, in __iter__
-    k, v = next(self.generator)
-  File "/scratch/bbjs/shi3/stan/miniconda3/envs/espnet_codec/lib/python3.10/site-packages/kaldiio/matio.py", line 125, in load_scp_sequential
-    arkfd = open_like_kaldi(ark, "rb")
-  File "/scratch/bbjs/shi3/stan/miniconda3/envs/espnet_codec/lib/python3.10/site-packages/kaldiio/utils.py", line 207, in open_like_kaldi
-    return io.open(name, mode, encoding=encoding)
-FileNotFoundError: [Errno 2] No such file or directory: 'dump_16000/audio_raw_tts_mls/test/data/format.8/data_wav.ark'
-# Accounting: begin_time=1728438680
-# Accounting: end_time=1728438710
-# Accounting: time=30 threads=1
-# Finished at Tue Oct 8 20:51:50 CDT 2024 with status 1
+/ocean/projects/cis210027p/swang26/miniconda3/envs/espnet_codec_robustness/lib/python3.10/site-packages/torch/nn/modules/conv.py:306: UserWarning: Applied workaround for CuDNN issue, install nvrtc.so (Triggered internally at ../aten/src/ATen/native/cudnn/Conv_v8.cpp:84.)
+  return F.conv1d(input, weight, bias, self.stride,
+# Accounting: time=25 threads=1
+# Ended (code 0) at Thu Oct 10 13:17:54 EDT 2024, elapsed time 25 seconds
diff --git a/esc50_test/logdir/codec_dump_ESPnet.4.log b/esc50_test/logdir/codec_dump_ESPnet.4.log
index f334a52ecbfebd48ea8560f83ba1ee810a4b5fa9..46259bf0db7dabda504620ff2908b0c07c3afe1f 100644
--- a/esc50_test/logdir/codec_dump_ESPnet.4.log
+++ b/esc50_test/logdir/codec_dump_ESPnet.4.log
@@ -1,74 +1,16 @@
-# Running on gpub036.delta.ncsa.illinois.edu
-# Started at Tue Oct 8 20:51:22 CDT 2024
-# SLURMD_NODENAME=gpub036
-# SLURM_ARRAY_JOB_ID=5102179
-# SLURM_ARRAY_TASK_COUNT=8
-# SLURM_ARRAY_TASK_ID=4
-# SLURM_ARRAY_TASK_MAX=8
-# SLURM_ARRAY_TASK_MIN=1
-# SLURM_ARRAY_TASK_STEP=1
-# SLURM_CLUSTER_NAME=delta
-# SLURM_CONF=/var/spool/slurmd/conf-cache/slurm.conf
-# SLURM_CPUS_ON_NODE=16
-# SLURM_CPUS_PER_TASK=16
-# SLURM_EXPORT_ENV=PATH
-# SLURM_GET_USER_ENV=1
-# SLURM_GPUS_ON_NODE=1
-# SLURM_GTIDS=0
-# SLURM_JOBID=5102191
-# SLURM_JOB_ACCOUNT=bbjs-delta-gpu
-# SLURM_JOB_CPUS_PER_NODE=16
-# SLURM_JOB_END_TIME=1728611472
-# SLURM_JOB_GID=202
-# SLURM_JOB_GPUS=0
-# SLURM_JOB_ID=5102191
-# SLURM_JOB_NAME=codec_dump_ESPnet.sh
-# SLURM_JOB_NODELIST=gpub036
-# SLURM_JOB_NUM_NODES=1
-# SLURM_JOB_PARTITION=gpuA40x4
-# SLURM_JOB_QOS=bbjs-delta-gpu
-# SLURM_JOB_START_TIME=1728438672
-# SLURM_JOB_UID=68099
-# SLURM_JOB_USER=shi3
-# SLURM_LOCALID=0
-# SLURM_MEM_PER_NODE=60000
-# SLURM_MPI_TYPE=pmi2
-# SLURM_NNODES=1
-# SLURM_NODEID=0
-# SLURM_NODELIST=gpub036
-# SLURM_OPEN_MODE=a
-# SLURM_PRIO_PROCESS=0
-# SLURM_PROCID=0
-# SLURM_SUBMIT_DIR=/scratch/bbjs/shi3/stan/espnet_codec/egs2/mls/speechlm1
-# SLURM_SUBMIT_HOST=dt-login04.delta.ncsa.illinois.edu
-# SLURM_TASKS_PER_NODE=1
-# SLURM_TASK_PID=3140900
-# SLURM_TOPOLOGY_ADDR=ss00.ss10.gpub036
-# SLURM_TOPOLOGY_ADDR_PATTERN=switch.switch.node
-# SLURM_TRES_PER_TASK=cpu:16
-# python3 pyscripts/feats/dump_codec.py --codec_choice ESPnet --codec_fs 16000 --batch_size 30 --bias 0 --dump_audio false --rank 4 --vocab_file dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test/token_lists/codec_token_list --wav_wspecifier ark,scp:dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test/data/wav_resyn_ESPnet.4.ark,dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test/data/wav_resyn_ESPnet.4.scp --checkpoint_path null --config_path null --hf_model_tag espnet/mls-multi_soundstream_16k scp:dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test/logdir/wav.4.scp ark,scp:dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test/data/wav_codec_ESPnet.4.ark,dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test/data/wav_codec_ESPnet.4.scp 
-2024-10-08 20:53:13 | INFO | dump_codec | build with codec_choice: ESPnet
+# python3 pyscripts/feats/dump_codec.py --codec_choice ESPnet --codec_fs 16000 --batch_size 5 --bias 0 --dump_audio false --rank 4 --vocab_file dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test/token_lists/codec_token_list --wav_wspecifier ark,scp:dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test/data/wav_resyn_ESPnet.4.ark,dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test/data/wav_resyn_ESPnet.4.scp --checkpoint_path null --config_path null --hf_model_tag espnet/mls-multi_soundstream_16k scp:dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test/logdir/wav.4.scp ark,scp:dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test/data/wav_codec_ESPnet.4.ark,dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test/data/wav_codec_ESPnet.4.scp 
+# Started at Thu Oct 10 13:17:29 EDT 2024
+#
+2024-10-10 13:17:30 | INFO | dump_codec | build with codec_choice: ESPnet
 
-Fetching 30 files:   0%|          | 0/30 [00:00<?, ?it/s]_esc_
-Fetching 30 files: 100%|██████████| 30/30 [00:00<00:00, 1671.46it/s]
-2024-10-08 20:56:22 | INFO | root | config file: /scratch/bbjs/shi3/stan/miniconda3/envs/espnet_codec/lib/python3.10/site-packages/espnet_model_zoo/models--espnet--mls-multi_soundstream_16k/snapshots/74dc5ec297a04ee035e61c66d8821195ec49f462/exp/codec_mls_multi_soundstream4_large_v1.1/config.yaml
-/scratch/bbjs/shi3/stan/miniconda3/envs/espnet_codec/lib/python3.10/site-packages/torch/nn/utils/weight_norm.py:28: UserWarning: torch.nn.utils.weight_norm is deprecated in favor of torch.nn.utils.parametrizations.weight_norm.
+Fetching 30 files:   0%|          | 0/30 [00:00<?, ?it/s]
+Fetching 30 files: 100%|██████████| 30/30 [00:00<00:00, 203936.99it/s]
+2024-10-10 13:17:39 | INFO | root | config file: /ocean/projects/cis210027p/swang26/miniconda3/envs/espnet_codec_robustness/lib/python3.10/site-packages/espnet_model_zoo/models--espnet--mls-multi_soundstream_16k/snapshots/74dc5ec297a04ee035e61c66d8821195ec49f462/exp/codec_mls_multi_soundstream4_large_v1.1/config.yaml
+/ocean/projects/cis210027p/swang26/miniconda3/envs/espnet_codec_robustness/lib/python3.10/site-packages/torch/nn/utils/weight_norm.py:28: UserWarning: torch.nn.utils.weight_norm is deprecated in favor of torch.nn.utils.parametrizations.weight_norm.
   warnings.warn("torch.nn.utils.weight_norm is deprecated in favor of torch.nn.utils.parametrizations.weight_norm.")
-/scratch/bbjs/shi3/stan/miniconda3/envs/espnet_codec/lib/python3.10/site-packages/librosa/util/decorators.py:88: UserWarning: Empty filters detected in mel frequency basis. Some channels will produce empty responses. Try increasing your sampling rate (and fmax) or reducing n_mels.
+/ocean/projects/cis210027p/swang26/miniconda3/envs/espnet_codec_robustness/lib/python3.10/site-packages/librosa/util/decorators.py:88: UserWarning: Empty filters detected in mel frequency basis. Some channels will produce empty responses. Try increasing your sampling rate (and fmax) or reducing n_mels.
   return f(*args, **kwargs)
-Traceback (most recent call last):
-  File "/scratch/bbjs/shi3/stan/espnet_codec/egs2/mls/speechlm1/pyscripts/feats/dump_codec.py", line 176, in <module>
-    dump_codec(**args)
-  File "/scratch/bbjs/shi3/stan/espnet_codec/egs2/mls/speechlm1/pyscripts/feats/dump_codec.py", line 122, in dump_codec
-    for idx, (key, (sample_rate, wav)) in enumerate(wav_reader):
-  File "/scratch/bbjs/shi3/stan/miniconda3/envs/espnet_codec/lib/python3.10/site-packages/kaldiio/highlevel.py", line 136, in __iter__
-    k, v = next(self.generator)
-  File "/scratch/bbjs/shi3/stan/miniconda3/envs/espnet_codec/lib/python3.10/site-packages/kaldiio/matio.py", line 125, in load_scp_sequential
-    arkfd = open_like_kaldi(ark, "rb")
-  File "/scratch/bbjs/shi3/stan/miniconda3/envs/espnet_codec/lib/python3.10/site-packages/kaldiio/utils.py", line 207, in open_like_kaldi
-    return io.open(name, mode, encoding=encoding)
-FileNotFoundError: [Errno 2] No such file or directory: 'dump_16000/audio_raw_tts_mls/test/data/format.12/data_wav.ark'
-# Accounting: begin_time=1728438682
-# Accounting: end_time=1728439008
-# Accounting: time=326 threads=1
-# Finished at Tue Oct 8 20:56:48 CDT 2024 with status 1
+/ocean/projects/cis210027p/swang26/miniconda3/envs/espnet_codec_robustness/lib/python3.10/site-packages/torch/nn/modules/conv.py:306: UserWarning: Applied workaround for CuDNN issue, install nvrtc.so (Triggered internally at ../aten/src/ATen/native/cudnn/Conv_v8.cpp:84.)
+  return F.conv1d(input, weight, bias, self.stride,
+# Accounting: time=25 threads=1
+# Ended (code 0) at Thu Oct 10 13:17:54 EDT 2024, elapsed time 25 seconds
diff --git a/esc50_test/logdir/codec_dump_ESPnet.5.log b/esc50_test/logdir/codec_dump_ESPnet.5.log
index d6e7d789998789d739a92b4d0a04a4695fbb2306..ca1c68c5c79330be6de526e932c92802315562d4 100644
--- a/esc50_test/logdir/codec_dump_ESPnet.5.log
+++ b/esc50_test/logdir/codec_dump_ESPnet.5.log
@@ -1,74 +1,16 @@
-# Running on gpub036.delta.ncsa.illinois.edu
-# Started at Tue Oct 8 20:51:22 CDT 2024
-# SLURMD_NODENAME=gpub036
-# SLURM_ARRAY_JOB_ID=5102179
-# SLURM_ARRAY_TASK_COUNT=8
-# SLURM_ARRAY_TASK_ID=5
-# SLURM_ARRAY_TASK_MAX=8
-# SLURM_ARRAY_TASK_MIN=1
-# SLURM_ARRAY_TASK_STEP=1
-# SLURM_CLUSTER_NAME=delta
-# SLURM_CONF=/var/spool/slurmd/conf-cache/slurm.conf
-# SLURM_CPUS_ON_NODE=16
-# SLURM_CPUS_PER_TASK=16
-# SLURM_EXPORT_ENV=PATH
-# SLURM_GET_USER_ENV=1
-# SLURM_GPUS_ON_NODE=1
-# SLURM_GTIDS=0
-# SLURM_JOBID=5102192
-# SLURM_JOB_ACCOUNT=bbjs-delta-gpu
-# SLURM_JOB_CPUS_PER_NODE=16
-# SLURM_JOB_END_TIME=1728611472
-# SLURM_JOB_GID=202
-# SLURM_JOB_GPUS=2
-# SLURM_JOB_ID=5102192
-# SLURM_JOB_NAME=codec_dump_ESPnet.sh
-# SLURM_JOB_NODELIST=gpub036
-# SLURM_JOB_NUM_NODES=1
-# SLURM_JOB_PARTITION=gpuA40x4
-# SLURM_JOB_QOS=bbjs-delta-gpu
-# SLURM_JOB_START_TIME=1728438672
-# SLURM_JOB_UID=68099
-# SLURM_JOB_USER=shi3
-# SLURM_LOCALID=0
-# SLURM_MEM_PER_NODE=60000
-# SLURM_MPI_TYPE=pmi2
-# SLURM_NNODES=1
-# SLURM_NODEID=0
-# SLURM_NODELIST=gpub036
-# SLURM_OPEN_MODE=a
-# SLURM_PRIO_PROCESS=0
-# SLURM_PROCID=0
-# SLURM_SUBMIT_DIR=/scratch/bbjs/shi3/stan/espnet_codec/egs2/mls/speechlm1
-# SLURM_SUBMIT_HOST=dt-login04.delta.ncsa.illinois.edu
-# SLURM_TASKS_PER_NODE=1
-# SLURM_TASK_PID=3140902
-# SLURM_TOPOLOGY_ADDR=ss00.ss10.gpub036
-# SLURM_TOPOLOGY_ADDR_PATTERN=switch.switch.node
-# SLURM_TRES_PER_TASK=cpu:16
-# python3 pyscripts/feats/dump_codec.py --codec_choice ESPnet --codec_fs 16000 --batch_size 30 --bias 0 --dump_audio false --rank 5 --vocab_file dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test/token_lists/codec_token_list --wav_wspecifier ark,scp:dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test/data/wav_resyn_ESPnet.5.ark,dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test/data/wav_resyn_ESPnet.5.scp --checkpoint_path null --config_path null --hf_model_tag espnet/mls-multi_soundstream_16k scp:dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test/logdir/wav.5.scp ark,scp:dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test/data/wav_codec_ESPnet.5.ark,dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test/data/wav_codec_ESPnet.5.scp 
-2024-10-08 20:53:13 | INFO | dump_codec | build with codec_choice: ESPnet
+# python3 pyscripts/feats/dump_codec.py --codec_choice ESPnet --codec_fs 16000 --batch_size 5 --bias 0 --dump_audio false --rank 5 --vocab_file dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test/token_lists/codec_token_list --wav_wspecifier ark,scp:dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test/data/wav_resyn_ESPnet.5.ark,dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test/data/wav_resyn_ESPnet.5.scp --checkpoint_path null --config_path null --hf_model_tag espnet/mls-multi_soundstream_16k scp:dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test/logdir/wav.5.scp ark,scp:dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test/data/wav_codec_ESPnet.5.ark,dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test/data/wav_codec_ESPnet.5.scp 
+# Started at Thu Oct 10 13:17:54 EDT 2024
+#
+2024-10-10 13:17:56 | INFO | dump_codec | build with codec_choice: ESPnet
 
-Fetching 30 files:   0%|          | 0/30 [00:00<?, ?it/s]_esc_
-Fetching 30 files: 100%|██████████| 30/30 [00:00<00:00, 1681.26it/s]
-2024-10-08 20:56:22 | INFO | root | config file: /scratch/bbjs/shi3/stan/miniconda3/envs/espnet_codec/lib/python3.10/site-packages/espnet_model_zoo/models--espnet--mls-multi_soundstream_16k/snapshots/74dc5ec297a04ee035e61c66d8821195ec49f462/exp/codec_mls_multi_soundstream4_large_v1.1/config.yaml
-/scratch/bbjs/shi3/stan/miniconda3/envs/espnet_codec/lib/python3.10/site-packages/torch/nn/utils/weight_norm.py:28: UserWarning: torch.nn.utils.weight_norm is deprecated in favor of torch.nn.utils.parametrizations.weight_norm.
+Fetching 30 files:   0%|          | 0/30 [00:00<?, ?it/s]
+Fetching 30 files: 100%|██████████| 30/30 [00:00<00:00, 37527.32it/s]
+2024-10-10 13:18:04 | INFO | root | config file: /ocean/projects/cis210027p/swang26/miniconda3/envs/espnet_codec_robustness/lib/python3.10/site-packages/espnet_model_zoo/models--espnet--mls-multi_soundstream_16k/snapshots/74dc5ec297a04ee035e61c66d8821195ec49f462/exp/codec_mls_multi_soundstream4_large_v1.1/config.yaml
+/ocean/projects/cis210027p/swang26/miniconda3/envs/espnet_codec_robustness/lib/python3.10/site-packages/torch/nn/utils/weight_norm.py:28: UserWarning: torch.nn.utils.weight_norm is deprecated in favor of torch.nn.utils.parametrizations.weight_norm.
   warnings.warn("torch.nn.utils.weight_norm is deprecated in favor of torch.nn.utils.parametrizations.weight_norm.")
-/scratch/bbjs/shi3/stan/miniconda3/envs/espnet_codec/lib/python3.10/site-packages/librosa/util/decorators.py:88: UserWarning: Empty filters detected in mel frequency basis. Some channels will produce empty responses. Try increasing your sampling rate (and fmax) or reducing n_mels.
+/ocean/projects/cis210027p/swang26/miniconda3/envs/espnet_codec_robustness/lib/python3.10/site-packages/librosa/util/decorators.py:88: UserWarning: Empty filters detected in mel frequency basis. Some channels will produce empty responses. Try increasing your sampling rate (and fmax) or reducing n_mels.
   return f(*args, **kwargs)
-Traceback (most recent call last):
-  File "/scratch/bbjs/shi3/stan/espnet_codec/egs2/mls/speechlm1/pyscripts/feats/dump_codec.py", line 176, in <module>
-    dump_codec(**args)
-  File "/scratch/bbjs/shi3/stan/espnet_codec/egs2/mls/speechlm1/pyscripts/feats/dump_codec.py", line 122, in dump_codec
-    for idx, (key, (sample_rate, wav)) in enumerate(wav_reader):
-  File "/scratch/bbjs/shi3/stan/miniconda3/envs/espnet_codec/lib/python3.10/site-packages/kaldiio/highlevel.py", line 136, in __iter__
-    k, v = next(self.generator)
-  File "/scratch/bbjs/shi3/stan/miniconda3/envs/espnet_codec/lib/python3.10/site-packages/kaldiio/matio.py", line 125, in load_scp_sequential
-    arkfd = open_like_kaldi(ark, "rb")
-  File "/scratch/bbjs/shi3/stan/miniconda3/envs/espnet_codec/lib/python3.10/site-packages/kaldiio/utils.py", line 207, in open_like_kaldi
-    return io.open(name, mode, encoding=encoding)
-FileNotFoundError: [Errno 2] No such file or directory: 'dump_16000/audio_raw_tts_mls/test/data/format.16/data_wav.ark'
-# Accounting: begin_time=1728438682
-# Accounting: end_time=1728439008
-# Accounting: time=326 threads=1
-# Finished at Tue Oct 8 20:56:48 CDT 2024 with status 1
+/ocean/projects/cis210027p/swang26/miniconda3/envs/espnet_codec_robustness/lib/python3.10/site-packages/torch/nn/modules/conv.py:306: UserWarning: Applied workaround for CuDNN issue, install nvrtc.so (Triggered internally at ../aten/src/ATen/native/cudnn/Conv_v8.cpp:84.)
+  return F.conv1d(input, weight, bias, self.stride,
+# Accounting: time=14 threads=1
+# Ended (code 0) at Thu Oct 10 13:18:08 EDT 2024, elapsed time 14 seconds
diff --git a/esc50_test/logdir/codec_dump_ESPnet.6.log b/esc50_test/logdir/codec_dump_ESPnet.6.log
index 20f28521c1f4e92ae4fa1f99957e0f2026774964..5d7a322ea57beef40f2fed220d0fd349a3ade866 100644
--- a/esc50_test/logdir/codec_dump_ESPnet.6.log
+++ b/esc50_test/logdir/codec_dump_ESPnet.6.log
@@ -1,74 +1,16 @@
-# Running on gpub036.delta.ncsa.illinois.edu
-# Started at Tue Oct 8 20:51:22 CDT 2024
-# SLURMD_NODENAME=gpub036
-# SLURM_ARRAY_JOB_ID=5102179
-# SLURM_ARRAY_TASK_COUNT=8
-# SLURM_ARRAY_TASK_ID=6
-# SLURM_ARRAY_TASK_MAX=8
-# SLURM_ARRAY_TASK_MIN=1
-# SLURM_ARRAY_TASK_STEP=1
-# SLURM_CLUSTER_NAME=delta
-# SLURM_CONF=/var/spool/slurmd/conf-cache/slurm.conf
-# SLURM_CPUS_ON_NODE=16
-# SLURM_CPUS_PER_TASK=16
-# SLURM_EXPORT_ENV=PATH
-# SLURM_GET_USER_ENV=1
-# SLURM_GPUS_ON_NODE=1
-# SLURM_GTIDS=0
-# SLURM_JOBID=5102193
-# SLURM_JOB_ACCOUNT=bbjs-delta-gpu
-# SLURM_JOB_CPUS_PER_NODE=16
-# SLURM_JOB_END_TIME=1728611472
-# SLURM_JOB_GID=202
-# SLURM_JOB_GPUS=3
-# SLURM_JOB_ID=5102193
-# SLURM_JOB_NAME=codec_dump_ESPnet.sh
-# SLURM_JOB_NODELIST=gpub036
-# SLURM_JOB_NUM_NODES=1
-# SLURM_JOB_PARTITION=gpuA40x4
-# SLURM_JOB_QOS=bbjs-delta-gpu
-# SLURM_JOB_START_TIME=1728438672
-# SLURM_JOB_UID=68099
-# SLURM_JOB_USER=shi3
-# SLURM_LOCALID=0
-# SLURM_MEM_PER_NODE=60000
-# SLURM_MPI_TYPE=pmi2
-# SLURM_NNODES=1
-# SLURM_NODEID=0
-# SLURM_NODELIST=gpub036
-# SLURM_OPEN_MODE=a
-# SLURM_PRIO_PROCESS=0
-# SLURM_PROCID=0
-# SLURM_SUBMIT_DIR=/scratch/bbjs/shi3/stan/espnet_codec/egs2/mls/speechlm1
-# SLURM_SUBMIT_HOST=dt-login04.delta.ncsa.illinois.edu
-# SLURM_TASKS_PER_NODE=1
-# SLURM_TASK_PID=3140901
-# SLURM_TOPOLOGY_ADDR=ss00.ss10.gpub036
-# SLURM_TOPOLOGY_ADDR_PATTERN=switch.switch.node
-# SLURM_TRES_PER_TASK=cpu:16
-# python3 pyscripts/feats/dump_codec.py --codec_choice ESPnet --codec_fs 16000 --batch_size 30 --bias 0 --dump_audio false --rank 6 --vocab_file dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test/token_lists/codec_token_list --wav_wspecifier ark,scp:dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test/data/wav_resyn_ESPnet.6.ark,dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test/data/wav_resyn_ESPnet.6.scp --checkpoint_path null --config_path null --hf_model_tag espnet/mls-multi_soundstream_16k scp:dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test/logdir/wav.6.scp ark,scp:dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test/data/wav_codec_ESPnet.6.ark,dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test/data/wav_codec_ESPnet.6.scp 
-2024-10-08 20:53:13 | INFO | dump_codec | build with codec_choice: ESPnet
+# python3 pyscripts/feats/dump_codec.py --codec_choice ESPnet --codec_fs 16000 --batch_size 5 --bias 0 --dump_audio false --rank 6 --vocab_file dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test/token_lists/codec_token_list --wav_wspecifier ark,scp:dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test/data/wav_resyn_ESPnet.6.ark,dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test/data/wav_resyn_ESPnet.6.scp --checkpoint_path null --config_path null --hf_model_tag espnet/mls-multi_soundstream_16k scp:dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test/logdir/wav.6.scp ark,scp:dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test/data/wav_codec_ESPnet.6.ark,dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test/data/wav_codec_ESPnet.6.scp 
+# Started at Thu Oct 10 13:17:55 EDT 2024
+#
+2024-10-10 13:17:56 | INFO | dump_codec | build with codec_choice: ESPnet
 
-Fetching 30 files:   0%|          | 0/30 [00:00<?, ?it/s]_esc_
-Fetching 30 files: 100%|██████████| 30/30 [00:00<00:00, 1672.33it/s]
-2024-10-08 20:56:22 | INFO | root | config file: /scratch/bbjs/shi3/stan/miniconda3/envs/espnet_codec/lib/python3.10/site-packages/espnet_model_zoo/models--espnet--mls-multi_soundstream_16k/snapshots/74dc5ec297a04ee035e61c66d8821195ec49f462/exp/codec_mls_multi_soundstream4_large_v1.1/config.yaml
-/scratch/bbjs/shi3/stan/miniconda3/envs/espnet_codec/lib/python3.10/site-packages/torch/nn/utils/weight_norm.py:28: UserWarning: torch.nn.utils.weight_norm is deprecated in favor of torch.nn.utils.parametrizations.weight_norm.
+Fetching 30 files:   0%|          | 0/30 [00:00<?, ?it/s]
+Fetching 30 files: 100%|██████████| 30/30 [00:00<00:00, 206955.79it/s]
+2024-10-10 13:18:04 | INFO | root | config file: /ocean/projects/cis210027p/swang26/miniconda3/envs/espnet_codec_robustness/lib/python3.10/site-packages/espnet_model_zoo/models--espnet--mls-multi_soundstream_16k/snapshots/74dc5ec297a04ee035e61c66d8821195ec49f462/exp/codec_mls_multi_soundstream4_large_v1.1/config.yaml
+/ocean/projects/cis210027p/swang26/miniconda3/envs/espnet_codec_robustness/lib/python3.10/site-packages/torch/nn/utils/weight_norm.py:28: UserWarning: torch.nn.utils.weight_norm is deprecated in favor of torch.nn.utils.parametrizations.weight_norm.
   warnings.warn("torch.nn.utils.weight_norm is deprecated in favor of torch.nn.utils.parametrizations.weight_norm.")
-/scratch/bbjs/shi3/stan/miniconda3/envs/espnet_codec/lib/python3.10/site-packages/librosa/util/decorators.py:88: UserWarning: Empty filters detected in mel frequency basis. Some channels will produce empty responses. Try increasing your sampling rate (and fmax) or reducing n_mels.
+/ocean/projects/cis210027p/swang26/miniconda3/envs/espnet_codec_robustness/lib/python3.10/site-packages/librosa/util/decorators.py:88: UserWarning: Empty filters detected in mel frequency basis. Some channels will produce empty responses. Try increasing your sampling rate (and fmax) or reducing n_mels.
   return f(*args, **kwargs)
-Traceback (most recent call last):
-  File "/scratch/bbjs/shi3/stan/espnet_codec/egs2/mls/speechlm1/pyscripts/feats/dump_codec.py", line 176, in <module>
-    dump_codec(**args)
-  File "/scratch/bbjs/shi3/stan/espnet_codec/egs2/mls/speechlm1/pyscripts/feats/dump_codec.py", line 122, in dump_codec
-    for idx, (key, (sample_rate, wav)) in enumerate(wav_reader):
-  File "/scratch/bbjs/shi3/stan/miniconda3/envs/espnet_codec/lib/python3.10/site-packages/kaldiio/highlevel.py", line 136, in __iter__
-    k, v = next(self.generator)
-  File "/scratch/bbjs/shi3/stan/miniconda3/envs/espnet_codec/lib/python3.10/site-packages/kaldiio/matio.py", line 125, in load_scp_sequential
-    arkfd = open_like_kaldi(ark, "rb")
-  File "/scratch/bbjs/shi3/stan/miniconda3/envs/espnet_codec/lib/python3.10/site-packages/kaldiio/utils.py", line 207, in open_like_kaldi
-    return io.open(name, mode, encoding=encoding)
-FileNotFoundError: [Errno 2] No such file or directory: 'dump_16000/audio_raw_tts_mls/test/data/format.20/data_wav.ark'
-# Accounting: begin_time=1728438682
-# Accounting: end_time=1728439008
-# Accounting: time=326 threads=1
-# Finished at Tue Oct 8 20:56:48 CDT 2024 with status 1
+/ocean/projects/cis210027p/swang26/miniconda3/envs/espnet_codec_robustness/lib/python3.10/site-packages/torch/nn/modules/conv.py:306: UserWarning: Applied workaround for CuDNN issue, install nvrtc.so (Triggered internally at ../aten/src/ATen/native/cudnn/Conv_v8.cpp:84.)
+  return F.conv1d(input, weight, bias, self.stride,
+# Accounting: time=14 threads=1
+# Ended (code 0) at Thu Oct 10 13:18:09 EDT 2024, elapsed time 14 seconds
diff --git a/esc50_test/logdir/codec_dump_ESPnet.7.log b/esc50_test/logdir/codec_dump_ESPnet.7.log
index d110c8bd06604feaf09d5229bd07c67f18470fb7..ff07244c7707ea0c0808827ee90c504af36e4b02 100644
--- a/esc50_test/logdir/codec_dump_ESPnet.7.log
+++ b/esc50_test/logdir/codec_dump_ESPnet.7.log
@@ -1,74 +1,16 @@
-# Running on gpub056.delta.ncsa.illinois.edu
-# Started at Tue Oct 8 20:51:22 CDT 2024
-# SLURMD_NODENAME=gpub056
-# SLURM_ARRAY_JOB_ID=5102179
-# SLURM_ARRAY_TASK_COUNT=8
-# SLURM_ARRAY_TASK_ID=7
-# SLURM_ARRAY_TASK_MAX=8
-# SLURM_ARRAY_TASK_MIN=1
-# SLURM_ARRAY_TASK_STEP=1
-# SLURM_CLUSTER_NAME=delta
-# SLURM_CONF=/var/spool/slurmd/conf-cache/slurm.conf
-# SLURM_CPUS_ON_NODE=16
-# SLURM_CPUS_PER_TASK=16
-# SLURM_EXPORT_ENV=PATH
-# SLURM_GET_USER_ENV=1
-# SLURM_GPUS_ON_NODE=1
-# SLURM_GTIDS=0
-# SLURM_JOBID=5102194
-# SLURM_JOB_ACCOUNT=bbjs-delta-gpu
-# SLURM_JOB_CPUS_PER_NODE=16
-# SLURM_JOB_END_TIME=1728611472
-# SLURM_JOB_GID=202
-# SLURM_JOB_GPUS=1
-# SLURM_JOB_ID=5102194
-# SLURM_JOB_NAME=codec_dump_ESPnet.sh
-# SLURM_JOB_NODELIST=gpub056
-# SLURM_JOB_NUM_NODES=1
-# SLURM_JOB_PARTITION=gpuA40x4
-# SLURM_JOB_QOS=bbjs-delta-gpu
-# SLURM_JOB_START_TIME=1728438672
-# SLURM_JOB_UID=68099
-# SLURM_JOB_USER=shi3
-# SLURM_LOCALID=0
-# SLURM_MEM_PER_NODE=60000
-# SLURM_MPI_TYPE=pmi2
-# SLURM_NNODES=1
-# SLURM_NODEID=0
-# SLURM_NODELIST=gpub056
-# SLURM_OPEN_MODE=a
-# SLURM_PRIO_PROCESS=0
-# SLURM_PROCID=0
-# SLURM_SUBMIT_DIR=/scratch/bbjs/shi3/stan/espnet_codec/egs2/mls/speechlm1
-# SLURM_SUBMIT_HOST=dt-login04.delta.ncsa.illinois.edu
-# SLURM_TASKS_PER_NODE=1
-# SLURM_TASK_PID=1732475
-# SLURM_TOPOLOGY_ADDR=ss00.ss11.gpub056
-# SLURM_TOPOLOGY_ADDR_PATTERN=switch.switch.node
-# SLURM_TRES_PER_TASK=cpu:16
-# python3 pyscripts/feats/dump_codec.py --codec_choice ESPnet --codec_fs 16000 --batch_size 30 --bias 0 --dump_audio false --rank 7 --vocab_file dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test/token_lists/codec_token_list --wav_wspecifier ark,scp:dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test/data/wav_resyn_ESPnet.7.ark,dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test/data/wav_resyn_ESPnet.7.scp --checkpoint_path null --config_path null --hf_model_tag espnet/mls-multi_soundstream_16k scp:dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test/logdir/wav.7.scp ark,scp:dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test/data/wav_codec_ESPnet.7.ark,dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test/data/wav_codec_ESPnet.7.scp 
-2024-10-08 20:53:13 | INFO | dump_codec | build with codec_choice: ESPnet
+# python3 pyscripts/feats/dump_codec.py --codec_choice ESPnet --codec_fs 16000 --batch_size 5 --bias 0 --dump_audio false --rank 7 --vocab_file dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test/token_lists/codec_token_list --wav_wspecifier ark,scp:dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test/data/wav_resyn_ESPnet.7.ark,dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test/data/wav_resyn_ESPnet.7.scp --checkpoint_path null --config_path null --hf_model_tag espnet/mls-multi_soundstream_16k scp:dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test/logdir/wav.7.scp ark,scp:dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test/data/wav_codec_ESPnet.7.ark,dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test/data/wav_codec_ESPnet.7.scp 
+# Started at Thu Oct 10 13:17:55 EDT 2024
+#
+2024-10-10 13:17:56 | INFO | dump_codec | build with codec_choice: ESPnet
 
-Fetching 30 files:   0%|          | 0/30 [00:00<?, ?it/s]_esc_
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-2024-10-08 20:56:21 | INFO | root | config file: /scratch/bbjs/shi3/stan/miniconda3/envs/espnet_codec/lib/python3.10/site-packages/espnet_model_zoo/models--espnet--mls-multi_soundstream_16k/snapshots/74dc5ec297a04ee035e61c66d8821195ec49f462/exp/codec_mls_multi_soundstream4_large_v1.1/config.yaml
-/scratch/bbjs/shi3/stan/miniconda3/envs/espnet_codec/lib/python3.10/site-packages/torch/nn/utils/weight_norm.py:28: UserWarning: torch.nn.utils.weight_norm is deprecated in favor of torch.nn.utils.parametrizations.weight_norm.
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+Fetching 30 files: 100%|██████████| 30/30 [00:00<00:00, 8885.61it/s]
+2024-10-10 13:18:04 | INFO | root | config file: /ocean/projects/cis210027p/swang26/miniconda3/envs/espnet_codec_robustness/lib/python3.10/site-packages/espnet_model_zoo/models--espnet--mls-multi_soundstream_16k/snapshots/74dc5ec297a04ee035e61c66d8821195ec49f462/exp/codec_mls_multi_soundstream4_large_v1.1/config.yaml
+/ocean/projects/cis210027p/swang26/miniconda3/envs/espnet_codec_robustness/lib/python3.10/site-packages/torch/nn/utils/weight_norm.py:28: UserWarning: torch.nn.utils.weight_norm is deprecated in favor of torch.nn.utils.parametrizations.weight_norm.
   warnings.warn("torch.nn.utils.weight_norm is deprecated in favor of torch.nn.utils.parametrizations.weight_norm.")
-/scratch/bbjs/shi3/stan/miniconda3/envs/espnet_codec/lib/python3.10/site-packages/librosa/util/decorators.py:88: UserWarning: Empty filters detected in mel frequency basis. Some channels will produce empty responses. Try increasing your sampling rate (and fmax) or reducing n_mels.
+/ocean/projects/cis210027p/swang26/miniconda3/envs/espnet_codec_robustness/lib/python3.10/site-packages/librosa/util/decorators.py:88: UserWarning: Empty filters detected in mel frequency basis. Some channels will produce empty responses. Try increasing your sampling rate (and fmax) or reducing n_mels.
   return f(*args, **kwargs)
-Traceback (most recent call last):
-  File "/scratch/bbjs/shi3/stan/espnet_codec/egs2/mls/speechlm1/pyscripts/feats/dump_codec.py", line 176, in <module>
-    dump_codec(**args)
-  File "/scratch/bbjs/shi3/stan/espnet_codec/egs2/mls/speechlm1/pyscripts/feats/dump_codec.py", line 122, in dump_codec
-    for idx, (key, (sample_rate, wav)) in enumerate(wav_reader):
-  File "/scratch/bbjs/shi3/stan/miniconda3/envs/espnet_codec/lib/python3.10/site-packages/kaldiio/highlevel.py", line 136, in __iter__
-    k, v = next(self.generator)
-  File "/scratch/bbjs/shi3/stan/miniconda3/envs/espnet_codec/lib/python3.10/site-packages/kaldiio/matio.py", line 125, in load_scp_sequential
-    arkfd = open_like_kaldi(ark, "rb")
-  File "/scratch/bbjs/shi3/stan/miniconda3/envs/espnet_codec/lib/python3.10/site-packages/kaldiio/utils.py", line 207, in open_like_kaldi
-    return io.open(name, mode, encoding=encoding)
-FileNotFoundError: [Errno 2] No such file or directory: 'dump_16000/audio_raw_tts_mls/test/data/format.24/data_wav.ark'
-# Accounting: begin_time=1728438682
-# Accounting: end_time=1728439008
-# Accounting: time=326 threads=1
-# Finished at Tue Oct 8 20:56:48 CDT 2024 with status 1
+/ocean/projects/cis210027p/swang26/miniconda3/envs/espnet_codec_robustness/lib/python3.10/site-packages/torch/nn/modules/conv.py:306: UserWarning: Applied workaround for CuDNN issue, install nvrtc.so (Triggered internally at ../aten/src/ATen/native/cudnn/Conv_v8.cpp:84.)
+  return F.conv1d(input, weight, bias, self.stride,
+# Accounting: time=14 threads=1
+# Ended (code 0) at Thu Oct 10 13:18:09 EDT 2024, elapsed time 14 seconds
diff --git a/esc50_test/logdir/codec_dump_ESPnet.8.log b/esc50_test/logdir/codec_dump_ESPnet.8.log
index 112d67a151a66e96712bfc08628349fc093d0fc8..93455dc70a3393f6ea52a59a4e9db1c993984057 100644
--- a/esc50_test/logdir/codec_dump_ESPnet.8.log
+++ b/esc50_test/logdir/codec_dump_ESPnet.8.log
@@ -1,74 +1,16 @@
-# Running on gpub077.delta.ncsa.illinois.edu
-# Started at Tue Oct 8 20:51:19 CDT 2024
-# SLURMD_NODENAME=gpub077
-# SLURM_ARRAY_JOB_ID=5102179
-# SLURM_ARRAY_TASK_COUNT=8
-# SLURM_ARRAY_TASK_ID=8
-# SLURM_ARRAY_TASK_MAX=8
-# SLURM_ARRAY_TASK_MIN=1
-# SLURM_ARRAY_TASK_STEP=1
-# SLURM_CLUSTER_NAME=delta
-# SLURM_CONF=/var/spool/slurmd/conf-cache/slurm.conf
-# SLURM_CPUS_ON_NODE=16
-# SLURM_CPUS_PER_TASK=16
-# SLURM_EXPORT_ENV=PATH
-# SLURM_GET_USER_ENV=1
-# SLURM_GPUS_ON_NODE=1
-# SLURM_GTIDS=0
-# SLURM_JOBID=5102179
-# SLURM_JOB_ACCOUNT=bbjs-delta-gpu
-# SLURM_JOB_CPUS_PER_NODE=16
-# SLURM_JOB_END_TIME=1728611472
-# SLURM_JOB_GID=202
-# SLURM_JOB_GPUS=1
-# SLURM_JOB_ID=5102179
-# SLURM_JOB_NAME=codec_dump_ESPnet.sh
-# SLURM_JOB_NODELIST=gpub077
-# SLURM_JOB_NUM_NODES=1
-# SLURM_JOB_PARTITION=gpuA40x4
-# SLURM_JOB_QOS=bbjs-delta-gpu
-# SLURM_JOB_START_TIME=1728438672
-# SLURM_JOB_UID=68099
-# SLURM_JOB_USER=shi3
-# SLURM_LOCALID=0
-# SLURM_MEM_PER_NODE=60000
-# SLURM_MPI_TYPE=pmi2
-# SLURM_NNODES=1
-# SLURM_NODEID=0
-# SLURM_NODELIST=gpub077
-# SLURM_OPEN_MODE=a
-# SLURM_PRIO_PROCESS=0
-# SLURM_PROCID=0
-# SLURM_SUBMIT_DIR=/scratch/bbjs/shi3/stan/espnet_codec/egs2/mls/speechlm1
-# SLURM_SUBMIT_HOST=dt-login04.delta.ncsa.illinois.edu
-# SLURM_TASKS_PER_NODE=1
-# SLURM_TASK_PID=3328706
-# SLURM_TOPOLOGY_ADDR=ss00.ss12.gpub077
-# SLURM_TOPOLOGY_ADDR_PATTERN=switch.switch.node
-# SLURM_TRES_PER_TASK=cpu:16
-# python3 pyscripts/feats/dump_codec.py --codec_choice ESPnet --codec_fs 16000 --batch_size 30 --bias 0 --dump_audio false --rank 8 --vocab_file dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test/token_lists/codec_token_list --wav_wspecifier ark,scp:dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test/data/wav_resyn_ESPnet.8.ark,dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test/data/wav_resyn_ESPnet.8.scp --checkpoint_path null --config_path null --hf_model_tag espnet/mls-multi_soundstream_16k scp:dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test/logdir/wav.8.scp ark,scp:dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test/data/wav_codec_ESPnet.8.ark,dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test/data/wav_codec_ESPnet.8.scp 
-2024-10-08 20:51:27 | INFO | dump_codec | build with codec_choice: ESPnet
+# python3 pyscripts/feats/dump_codec.py --codec_choice ESPnet --codec_fs 16000 --batch_size 5 --bias 0 --dump_audio false --rank 8 --vocab_file dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test/token_lists/codec_token_list --wav_wspecifier ark,scp:dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test/data/wav_resyn_ESPnet.8.ark,dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test/data/wav_resyn_ESPnet.8.scp --checkpoint_path null --config_path null --hf_model_tag espnet/mls-multi_soundstream_16k scp:dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test/logdir/wav.8.scp ark,scp:dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test/data/wav_codec_ESPnet.8.ark,dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test/data/wav_codec_ESPnet.8.scp 
+# Started at Thu Oct 10 13:17:55 EDT 2024
+#
+2024-10-10 13:17:56 | INFO | dump_codec | build with codec_choice: ESPnet
 
-Fetching 30 files:   0%|          | 0/30 [00:00<?, ?it/s]_esc_
-Fetching 30 files: 100%|██████████| 30/30 [00:00<00:00, 4241.96it/s]
-2024-10-08 20:51:38 | INFO | root | config file: /scratch/bbjs/shi3/stan/miniconda3/envs/espnet_codec/lib/python3.10/site-packages/espnet_model_zoo/models--espnet--mls-multi_soundstream_16k/snapshots/74dc5ec297a04ee035e61c66d8821195ec49f462/exp/codec_mls_multi_soundstream4_large_v1.1/config.yaml
-/scratch/bbjs/shi3/stan/miniconda3/envs/espnet_codec/lib/python3.10/site-packages/torch/nn/utils/weight_norm.py:28: UserWarning: torch.nn.utils.weight_norm is deprecated in favor of torch.nn.utils.parametrizations.weight_norm.
+Fetching 30 files:   0%|          | 0/30 [00:00<?, ?it/s]
+Fetching 30 files: 100%|██████████| 30/30 [00:00<00:00, 196608.00it/s]
+2024-10-10 13:18:04 | INFO | root | config file: /ocean/projects/cis210027p/swang26/miniconda3/envs/espnet_codec_robustness/lib/python3.10/site-packages/espnet_model_zoo/models--espnet--mls-multi_soundstream_16k/snapshots/74dc5ec297a04ee035e61c66d8821195ec49f462/exp/codec_mls_multi_soundstream4_large_v1.1/config.yaml
+/ocean/projects/cis210027p/swang26/miniconda3/envs/espnet_codec_robustness/lib/python3.10/site-packages/torch/nn/utils/weight_norm.py:28: UserWarning: torch.nn.utils.weight_norm is deprecated in favor of torch.nn.utils.parametrizations.weight_norm.
   warnings.warn("torch.nn.utils.weight_norm is deprecated in favor of torch.nn.utils.parametrizations.weight_norm.")
-/scratch/bbjs/shi3/stan/miniconda3/envs/espnet_codec/lib/python3.10/site-packages/librosa/util/decorators.py:88: UserWarning: Empty filters detected in mel frequency basis. Some channels will produce empty responses. Try increasing your sampling rate (and fmax) or reducing n_mels.
+/ocean/projects/cis210027p/swang26/miniconda3/envs/espnet_codec_robustness/lib/python3.10/site-packages/librosa/util/decorators.py:88: UserWarning: Empty filters detected in mel frequency basis. Some channels will produce empty responses. Try increasing your sampling rate (and fmax) or reducing n_mels.
   return f(*args, **kwargs)
-Traceback (most recent call last):
-  File "/scratch/bbjs/shi3/stan/espnet_codec/egs2/mls/speechlm1/pyscripts/feats/dump_codec.py", line 176, in <module>
-    dump_codec(**args)
-  File "/scratch/bbjs/shi3/stan/espnet_codec/egs2/mls/speechlm1/pyscripts/feats/dump_codec.py", line 122, in dump_codec
-    for idx, (key, (sample_rate, wav)) in enumerate(wav_reader):
-  File "/scratch/bbjs/shi3/stan/miniconda3/envs/espnet_codec/lib/python3.10/site-packages/kaldiio/highlevel.py", line 136, in __iter__
-    k, v = next(self.generator)
-  File "/scratch/bbjs/shi3/stan/miniconda3/envs/espnet_codec/lib/python3.10/site-packages/kaldiio/matio.py", line 125, in load_scp_sequential
-    arkfd = open_like_kaldi(ark, "rb")
-  File "/scratch/bbjs/shi3/stan/miniconda3/envs/espnet_codec/lib/python3.10/site-packages/kaldiio/utils.py", line 207, in open_like_kaldi
-    return io.open(name, mode, encoding=encoding)
-FileNotFoundError: [Errno 2] No such file or directory: 'dump_16000/audio_raw_tts_mls/test/data/format.28/data_wav.ark'
-# Accounting: begin_time=1728438679
-# Accounting: end_time=1728438702
-# Accounting: time=23 threads=1
-# Finished at Tue Oct 8 20:51:42 CDT 2024 with status 1
+/ocean/projects/cis210027p/swang26/miniconda3/envs/espnet_codec_robustness/lib/python3.10/site-packages/torch/nn/modules/conv.py:306: UserWarning: Applied workaround for CuDNN issue, install nvrtc.so (Triggered internally at ../aten/src/ATen/native/cudnn/Conv_v8.cpp:84.)
+  return F.conv1d(input, weight, bias, self.stride,
+# Accounting: time=14 threads=1
+# Ended (code 0) at Thu Oct 10 13:18:09 EDT 2024, elapsed time 14 seconds
diff --git a/esc50_test/logdir/codec_dump_ESPnet.9.log b/esc50_test/logdir/codec_dump_ESPnet.9.log
new file mode 100644
index 0000000000000000000000000000000000000000..73cbc7fdeb3e93d3e5b60b318f9baf647ca76c5a
--- /dev/null
+++ b/esc50_test/logdir/codec_dump_ESPnet.9.log
@@ -0,0 +1,16 @@
+# python3 pyscripts/feats/dump_codec.py --codec_choice ESPnet --codec_fs 16000 --batch_size 10 --bias 0 --dump_audio false --rank 9 --vocab_file dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test/token_lists/codec_token_list --wav_wspecifier ark,scp:dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test/data/wav_resyn_ESPnet.9.ark,dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test/data/wav_resyn_ESPnet.9.scp --checkpoint_path null --config_path null --hf_model_tag espnet/mls-multi_soundstream_16k scp:dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test/logdir/wav.9.scp ark,scp:dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test/data/wav_codec_ESPnet.9.ark,dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test/data/wav_codec_ESPnet.9.scp 
+# Started at Mon Oct  7 16:35:29 EDT 2024
+#
+2024-10-07 16:35:30 | INFO | dump_codec | build with codec_choice: ESPnet
+
+Fetching 30 files:   0%|          | 0/30 [00:00<?, ?it/s]
+Fetching 30 files: 100%|██████████| 30/30 [00:00<00:00, 12879.13it/s]
+2024-10-07 16:35:38 | INFO | root | config file: /ocean/projects/cis210027p/swang26/miniconda3/envs/espnet_codec_robustness/lib/python3.10/site-packages/espnet_model_zoo/models--espnet--mls-multi_soundstream_16k/snapshots/74dc5ec297a04ee035e61c66d8821195ec49f462/exp/codec_mls_multi_soundstream4_large_v1.1/config.yaml
+/ocean/projects/cis210027p/swang26/miniconda3/envs/espnet_codec_robustness/lib/python3.10/site-packages/torch/nn/utils/weight_norm.py:28: UserWarning: torch.nn.utils.weight_norm is deprecated in favor of torch.nn.utils.parametrizations.weight_norm.
+  warnings.warn("torch.nn.utils.weight_norm is deprecated in favor of torch.nn.utils.parametrizations.weight_norm.")
+/ocean/projects/cis210027p/swang26/miniconda3/envs/espnet_codec_robustness/lib/python3.10/site-packages/librosa/util/decorators.py:88: UserWarning: Empty filters detected in mel frequency basis. Some channels will produce empty responses. Try increasing your sampling rate (and fmax) or reducing n_mels.
+  return f(*args, **kwargs)
+/ocean/projects/cis210027p/swang26/miniconda3/envs/espnet_codec_robustness/lib/python3.10/site-packages/torch/nn/modules/conv.py:306: UserWarning: Applied workaround for CuDNN issue, install nvrtc.so (Triggered internally at ../aten/src/ATen/native/cudnn/Conv_v8.cpp:84.)
+  return F.conv1d(input, weight, bias, self.stride,
+# Accounting: time=11 threads=1
+# Ended (code 0) at Mon Oct  7 16:35:40 EDT 2024, elapsed time 11 seconds
diff --git a/esc50_test/logdir/wav.1.scp b/esc50_test/logdir/wav.1.scp
index e2b55c9d9b3d7b5f0ab44aeafe9a421808adf519..30647652163e49cf6792554a0fecacaa0e505ec8 100644
--- a/esc50_test/logdir/wav.1.scp
+++ b/esc50_test/logdir/wav.1.scp
@@ -1,50 +1,50 @@
-1-100032-A-0 dump_16000/audio_raw_tts_mls/test/data/format.1/data_wav.ark:13
-1-100038-A-14 dump_16000/audio_raw_tts_mls/test/data/format.1/data_wav.ark:7980
-1-100210-A-36 dump_16000/audio_raw_tts_mls/test/data/format.1/data_wav.ark:125647
-1-100210-B-36 dump_16000/audio_raw_tts_mls/test/data/format.1/data_wav.ark:264649
-1-101296-A-19 dump_16000/audio_raw_tts_mls/test/data/format.1/data_wav.ark:403724
-1-101296-B-19 dump_16000/audio_raw_tts_mls/test/data/format.1/data_wav.ark:473410
-1-101336-A-30 dump_16000/audio_raw_tts_mls/test/data/format.1/data_wav.ark:545522
-1-101404-A-34 dump_16000/audio_raw_tts_mls/test/data/format.1/data_wav.ark:590497
-1-103298-A-9 dump_16000/audio_raw_tts_mls/test/data/format.1/data_wav.ark:658358
-1-103995-A-30 dump_16000/audio_raw_tts_mls/test/data/format.1/data_wav.ark:775754
-1-103999-A-30 dump_16000/audio_raw_tts_mls/test/data/format.1/data_wav.ark:793760
-1-104089-A-22 dump_16000/audio_raw_tts_mls/test/data/format.1/data_wav.ark:807994
-1-104089-B-22 dump_16000/audio_raw_tts_mls/test/data/format.1/data_wav.ark:929603
-1-105224-A-22 dump_16000/audio_raw_tts_mls/test/data/format.2/data_wav.ark:14
-1-110389-A-0 dump_16000/audio_raw_tts_mls/test/data/format.2/data_wav.ark:129043
-1-110537-A-22 dump_16000/audio_raw_tts_mls/test/data/format.2/data_wav.ark:137018
-1-115521-A-19 dump_16000/audio_raw_tts_mls/test/data/format.2/data_wav.ark:283810
-1-115545-A-48 dump_16000/audio_raw_tts_mls/test/data/format.2/data_wav.ark:331195
-1-115545-B-48 dump_16000/audio_raw_tts_mls/test/data/format.2/data_wav.ark:389627
-1-115545-C-48 dump_16000/audio_raw_tts_mls/test/data/format.2/data_wav.ark:448069
-1-115546-A-48 dump_16000/audio_raw_tts_mls/test/data/format.2/data_wav.ark:501049
-1-115920-A-22 dump_16000/audio_raw_tts_mls/test/data/format.2/data_wav.ark:552786
-1-115920-B-22 dump_16000/audio_raw_tts_mls/test/data/format.2/data_wav.ark:642513
-1-115921-A-22 dump_16000/audio_raw_tts_mls/test/data/format.2/data_wav.ark:746315
-1-116765-A-41 dump_16000/audio_raw_tts_mls/test/data/format.2/data_wav.ark:838297
-1-11687-A-47 dump_16000/audio_raw_tts_mls/test/data/format.2/data_wav.ark:966443
-1-118206-A-31 dump_16000/audio_raw_tts_mls/test/data/format.3/data_wav.ark:14
-1-118559-A-17 dump_16000/audio_raw_tts_mls/test/data/format.3/data_wav.ark:58580
-1-119125-A-45 dump_16000/audio_raw_tts_mls/test/data/format.3/data_wav.ark:134391
-1-121951-A-8 dump_16000/audio_raw_tts_mls/test/data/format.3/data_wav.ark:237724
-1-12653-A-15 dump_16000/audio_raw_tts_mls/test/data/format.3/data_wav.ark:298128
-1-12654-A-15 dump_16000/audio_raw_tts_mls/test/data/format.3/data_wav.ark:380525
-1-12654-B-15 dump_16000/audio_raw_tts_mls/test/data/format.3/data_wav.ark:443178
-1-13571-A-46 dump_16000/audio_raw_tts_mls/test/data/format.3/data_wav.ark:504764
-1-13572-A-46 dump_16000/audio_raw_tts_mls/test/data/format.3/data_wav.ark:610832
-1-13613-A-37 dump_16000/audio_raw_tts_mls/test/data/format.3/data_wav.ark:710218
-1-137-A-32 dump_16000/audio_raw_tts_mls/test/data/format.3/data_wav.ark:835559
-1-137296-A-16 dump_16000/audio_raw_tts_mls/test/data/format.3/data_wav.ark:904577
-1-14262-A-37 dump_16000/audio_raw_tts_mls/test/data/format.3/data_wav.ark:1004624
-1-155858-A-25 dump_16000/audio_raw_tts_mls/test/data/format.4/data_wav.ark:14
-1-155858-B-25 dump_16000/audio_raw_tts_mls/test/data/format.4/data_wav.ark:79772
-1-155858-C-25 dump_16000/audio_raw_tts_mls/test/data/format.4/data_wav.ark:160246
-1-155858-D-25 dump_16000/audio_raw_tts_mls/test/data/format.4/data_wav.ark:240642
-1-155858-E-25 dump_16000/audio_raw_tts_mls/test/data/format.4/data_wav.ark:322895
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index 7fd67a401f1ea0e3bb998affffd37c2f9f4607ba..d32eb8ecb67519491bfa3b07e80f6b5b0eecfdf7 100644
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diff --git a/esc50_test/logdir/wav.4.scp b/esc50_test/logdir/wav.4.scp
index 2dedc3f7c670165e6a5ff34f15269c3783c0de9c..ffe39aeba871d9a60955984313f85412e751235b 100644
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diff --git a/esc50_test/logdir/wav.5.scp b/esc50_test/logdir/wav.5.scp
index 93d0d34e19298fd364d3e4ac98a8fee51562e48b..85490894cd81838f92f39022e79fae02e52f2ab6 100644
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index 9c9c0b1aeb010cc2a3ad851c08d79a9d91f6fd95..8db32ce87d7047e1b618cbb3d2e6e463a842751b 100644
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index 4a85896b7395f8aca59b3f748e2ebad86bd56dab..2adbe61d4cc80428d2db45ff0febef1bcc9b0306 100644
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diff --git a/esc50_test/token_lists/codec_token_list b/esc50_test/token_lists/codec_token_list
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index 0000000000000000000000000000000000000000..3d5876836443e4f7353e8f81ecefb829f3745b0c
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diff --git a/esc50_test/token_lists/g2p_token_list b/esc50_test/token_lists/g2p_token_list
index 1172fc015735dd5e94dab8a58aabd42efb63a78f..b9ea70e341bb5758040277c12ce1a63e4bd06938 100644
--- a/esc50_test/token_lists/g2p_token_list
+++ b/esc50_test/token_lists/g2p_token_list
@@ -1,50 +1,50 @@
-audio_class:15
-audio_class:48
-audio_class:18
 audio_class:32
 audio_class:3
-audio_class:38
-audio_class:14
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 audio_class:23
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-audio_class:29
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-audio_class:24
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 audio_class:11
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 audio_class:4
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 audio_class:6
-audio_class:27
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-audio_class:30
-audio_class:45
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-audio_class:19
 audio_class:13
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 audio_class:2
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+audio_class:18
 audio_class:17
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 audio_class:49
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 audio_class:28
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 audio_class:0
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-audio_class:22
+audio_class:19
+audio_class:15
+audio_class:8
+audio_class:14
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+audio_class:12
diff --git a/esc50_test/wav.scp b/esc50_test/wav.scp
new file mode 100644
index 0000000000000000000000000000000000000000..aacccf44a7476ed03aa2824453d53798b179ddf9
--- /dev/null
+++ b/esc50_test/wav.scp
@@ -0,0 +1,400 @@
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diff --git a/esc50_test_fold_1/data.json b/esc50_test_fold_1/data.json
new file mode 100644
index 0000000000000000000000000000000000000000..506489f0d5261eaeed2181c5b20aa95f61d49bd8
--- /dev/null
+++ b/esc50_test_fold_1/data.json
@@ -0,0 +1,415 @@
+{
+    "task": "tts",
+    "vocabularies": [
+        "dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_1/token_lists/g2p_token_list",
+        "dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_1/token_lists/codec_token_list"
+    ],
+    "data_files": [
+        "dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_1/index_files/text,g2p,text",
+        "dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_1/index_files/utt2spk,spk,text",
+        "dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_1/index_files/wav.scp,codec,kaldi_ark"
+    ],
+    "num_examples": 400,
+    "examples": [
+        "1-100032-A-0",
+        "1-100038-A-14",
+        "1-100210-A-36",
+        "1-100210-B-36",
+        "1-101296-A-19",
+        "1-101296-B-19",
+        "1-101336-A-30",
+        "1-101404-A-34",
+        "1-103298-A-9",
+        "1-103995-A-30",
+        "1-103999-A-30",
+        "1-104089-A-22",
+        "1-104089-B-22",
+        "1-105224-A-22",
+        "1-110389-A-0",
+        "1-110537-A-22",
+        "1-115521-A-19",
+        "1-115545-A-48",
+        "1-115545-B-48",
+        "1-115545-C-48",
+        "1-115546-A-48",
+        "1-115920-A-22",
+        "1-115920-B-22",
+        "1-115921-A-22",
+        "1-116765-A-41",
+        "1-11687-A-47",
+        "1-118206-A-31",
+        "1-118559-A-17",
+        "1-119125-A-45",
+        "1-121951-A-8",
+        "1-12653-A-15",
+        "1-12654-A-15",
+        "1-12654-B-15",
+        "1-13571-A-46",
+        "1-13572-A-46",
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+        "1-155858-B-25",
+        "1-155858-C-25",
+        "1-155858-D-25",
+        "1-155858-E-25",
+        "1-155858-F-25",
+        "1-15689-A-4",
+        "1-15689-B-4",
+        "1-160563-A-48",
+        "1-160563-B-48",
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+        "1-172649-E-40",
+        "1-172649-F-40",
+        "1-17295-A-29",
+        "1-17367-A-10",
+        "1-17565-A-12",
+        "1-17585-A-7",
+        "1-17742-A-12",
+        "1-17808-A-12",
+        "1-17808-B-12",
+        "1-1791-A-26",
+        "1-17970-A-4",
+        "1-18074-A-6",
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+}
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diff --git a/esc50_test_fold_1/data/wav_codec_ESPnet.1.ark b/esc50_test_fold_1/data/wav_codec_ESPnet.1.ark
new file mode 100644
index 0000000000000000000000000000000000000000..86d317cec8f9132deb1d31262bf4cfd08b8ece02
Binary files /dev/null and b/esc50_test_fold_1/data/wav_codec_ESPnet.1.ark differ
diff --git a/esc50_test_fold_1/data/wav_codec_ESPnet.1.scp b/esc50_test_fold_1/data/wav_codec_ESPnet.1.scp
new file mode 100644
index 0000000000000000000000000000000000000000..07f9fbf839992f589fbe954b290bf4d13b08d352
--- /dev/null
+++ b/esc50_test_fold_1/data/wav_codec_ESPnet.1.scp
@@ -0,0 +1,50 @@
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diff --git a/esc50_test_fold_1/data/wav_codec_ESPnet.2.ark b/esc50_test_fold_1/data/wav_codec_ESPnet.2.ark
new file mode 100644
index 0000000000000000000000000000000000000000..5a0698b66fecb0861589cd2181240c4060abadf0
Binary files /dev/null and b/esc50_test_fold_1/data/wav_codec_ESPnet.2.ark differ
diff --git a/esc50_test_fold_1/data/wav_codec_ESPnet.2.scp b/esc50_test_fold_1/data/wav_codec_ESPnet.2.scp
new file mode 100644
index 0000000000000000000000000000000000000000..cbe9caae9115ff894b9b2e0051af840c72f1a3d8
--- /dev/null
+++ b/esc50_test_fold_1/data/wav_codec_ESPnet.2.scp
@@ -0,0 +1,50 @@
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+1-17092-B-27 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_1/data/wav_codec_ESPnet.2.ark:20053
+1-17124-A-43 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_1/data/wav_codec_ESPnet.2.ark:30073
+1-17150-A-12 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_1/data/wav_codec_ESPnet.2.ark:40093
+1-172649-A-40 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_1/data/wav_codec_ESPnet.2.ark:50114
+1-172649-B-40 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_1/data/wav_codec_ESPnet.2.ark:60135
+1-172649-C-40 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_1/data/wav_codec_ESPnet.2.ark:70156
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+1-17742-A-12 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_1/data/wav_codec_ESPnet.2.ark:150318
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+1-18527-B-44 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_1/data/wav_codec_ESPnet.2.ark:250516
+1-18631-A-23 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_1/data/wav_codec_ESPnet.2.ark:260536
+1-18655-A-31 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_1/data/wav_codec_ESPnet.2.ark:270556
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+1-19898-A-41 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_1/data/wav_codec_ESPnet.2.ark:420853
+1-19898-B-41 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_1/data/wav_codec_ESPnet.2.ark:430873
+1-19898-C-41 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_1/data/wav_codec_ESPnet.2.ark:440893
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+1-20545-A-28 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_1/data/wav_codec_ESPnet.2.ark:470953
+1-20736-A-18 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_1/data/wav_codec_ESPnet.2.ark:480973
+1-208757-A-2 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_1/data/wav_codec_ESPnet.2.ark:490993
diff --git a/esc50_test_fold_1/data/wav_codec_ESPnet.3.ark b/esc50_test_fold_1/data/wav_codec_ESPnet.3.ark
new file mode 100644
index 0000000000000000000000000000000000000000..57e4a031aca0332ecb04b56bbd71882f97cd1fd7
Binary files /dev/null and b/esc50_test_fold_1/data/wav_codec_ESPnet.3.ark differ
diff --git a/esc50_test_fold_1/data/wav_codec_ESPnet.3.scp b/esc50_test_fold_1/data/wav_codec_ESPnet.3.scp
new file mode 100644
index 0000000000000000000000000000000000000000..2c3aa45227fa43c13961aed128677b80afd53364
--- /dev/null
+++ b/esc50_test_fold_1/data/wav_codec_ESPnet.3.scp
@@ -0,0 +1,50 @@
+1-208757-B-2 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_1/data/wav_codec_ESPnet.3.ark:13
+1-208757-C-2 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_1/data/wav_codec_ESPnet.3.ark:10033
+1-208757-D-2 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_1/data/wav_codec_ESPnet.3.ark:20053
+1-208757-E-2 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_1/data/wav_codec_ESPnet.3.ark:30073
+1-211527-A-20 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_1/data/wav_codec_ESPnet.3.ark:40094
+1-211527-B-20 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_1/data/wav_codec_ESPnet.3.ark:50115
+1-211527-C-20 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_1/data/wav_codec_ESPnet.3.ark:60136
+1-21189-A-10 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_1/data/wav_codec_ESPnet.3.ark:70156
+1-21421-A-46 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_1/data/wav_codec_ESPnet.3.ark:80176
+1-21896-A-35 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_1/data/wav_codec_ESPnet.3.ark:90196
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+1-22694-B-20 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_1/data/wav_codec_ESPnet.3.ark:140297
+1-22804-A-46 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_1/data/wav_codec_ESPnet.3.ark:150317
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+1-27165-A-35 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_1/data/wav_codec_ESPnet.3.ark:420857
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+1-27403-A-28 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_1/data/wav_codec_ESPnet.3.ark:440897
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+1-28005-A-18 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_1/data/wav_codec_ESPnet.3.ark:470956
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+1-28135-B-11 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_1/data/wav_codec_ESPnet.3.ark:490996
diff --git a/esc50_test_fold_1/data/wav_codec_ESPnet.4.ark b/esc50_test_fold_1/data/wav_codec_ESPnet.4.ark
new file mode 100644
index 0000000000000000000000000000000000000000..830a5062d469a91f25bc529a0173ab5ff37bcc13
Binary files /dev/null and b/esc50_test_fold_1/data/wav_codec_ESPnet.4.ark differ
diff --git a/esc50_test_fold_1/data/wav_codec_ESPnet.4.scp b/esc50_test_fold_1/data/wav_codec_ESPnet.4.scp
new file mode 100644
index 0000000000000000000000000000000000000000..cc44e6c32a0aff0ab25cc1c415da2c42406accf6
--- /dev/null
+++ b/esc50_test_fold_1/data/wav_codec_ESPnet.4.scp
@@ -0,0 +1,50 @@
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+1-29532-A-16 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_1/data/wav_codec_ESPnet.4.ark:10033
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+1-29680-A-21 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_1/data/wav_codec_ESPnet.4.ark:30073
+1-30039-A-26 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_1/data/wav_codec_ESPnet.4.ark:40093
+1-30043-A-26 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_1/data/wav_codec_ESPnet.4.ark:50113
+1-30214-A-18 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_1/data/wav_codec_ESPnet.4.ark:60133
+1-30226-A-0 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_1/data/wav_codec_ESPnet.4.ark:70152
+1-30344-A-0 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_1/data/wav_codec_ESPnet.4.ark:80171
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diff --git a/esc50_test_fold_1/data/wav_codec_ESPnet.5.ark b/esc50_test_fold_1/data/wav_codec_ESPnet.5.ark
new file mode 100644
index 0000000000000000000000000000000000000000..799cda5c271efa6ad685fd592450a8d40b724ae4
Binary files /dev/null and b/esc50_test_fold_1/data/wav_codec_ESPnet.5.ark differ
diff --git a/esc50_test_fold_1/data/wav_codec_ESPnet.5.scp b/esc50_test_fold_1/data/wav_codec_ESPnet.5.scp
new file mode 100644
index 0000000000000000000000000000000000000000..c0f736ad96013d8c6c9a1513b7f463a0d5748aa1
--- /dev/null
+++ b/esc50_test_fold_1/data/wav_codec_ESPnet.5.scp
@@ -0,0 +1,50 @@
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+1-40730-A-1 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_1/data/wav_codec_ESPnet.5.ark:10032
+1-40967-A-28 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_1/data/wav_codec_ESPnet.5.ark:20052
+1-41615-A-34 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_1/data/wav_codec_ESPnet.5.ark:30072
+1-4211-A-12 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_1/data/wav_codec_ESPnet.5.ark:40091
+1-42139-A-38 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_1/data/wav_codec_ESPnet.5.ark:50111
+1-43382-A-1 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_1/data/wav_codec_ESPnet.5.ark:60130
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diff --git a/esc50_test_fold_1/data/wav_codec_ESPnet.6.ark b/esc50_test_fold_1/data/wav_codec_ESPnet.6.ark
new file mode 100644
index 0000000000000000000000000000000000000000..7540157b7f5f8e25366c6de6601017d58ba8ae86
Binary files /dev/null and b/esc50_test_fold_1/data/wav_codec_ESPnet.6.ark differ
diff --git a/esc50_test_fold_1/data/wav_codec_ESPnet.6.scp b/esc50_test_fold_1/data/wav_codec_ESPnet.6.scp
new file mode 100644
index 0000000000000000000000000000000000000000..5d48a30f35dbad5d3ed78dd067ea550bb74cadae
--- /dev/null
+++ b/esc50_test_fold_1/data/wav_codec_ESPnet.6.scp
@@ -0,0 +1,50 @@
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+1-51436-A-17 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_1/data/wav_codec_ESPnet.6.ark:10033
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+1-51805-B-33 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_1/data/wav_codec_ESPnet.6.ark:30073
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+1-51805-F-33 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_1/data/wav_codec_ESPnet.6.ark:70153
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diff --git a/esc50_test_fold_1/data/wav_codec_ESPnet.7.ark b/esc50_test_fold_1/data/wav_codec_ESPnet.7.ark
new file mode 100644
index 0000000000000000000000000000000000000000..83ec4455c084cffa547d40e75a4be6d96c8fde75
Binary files /dev/null and b/esc50_test_fold_1/data/wav_codec_ESPnet.7.ark differ
diff --git a/esc50_test_fold_1/data/wav_codec_ESPnet.7.scp b/esc50_test_fold_1/data/wav_codec_ESPnet.7.scp
new file mode 100644
index 0000000000000000000000000000000000000000..537034684439e7f817bae051b8ed3a5488e0bb41
--- /dev/null
+++ b/esc50_test_fold_1/data/wav_codec_ESPnet.7.scp
@@ -0,0 +1,50 @@
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+1-61221-A-17 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_1/data/wav_codec_ESPnet.7.ark:30073
+1-61252-A-11 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_1/data/wav_codec_ESPnet.7.ark:40093
+1-61261-A-44 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_1/data/wav_codec_ESPnet.7.ark:50113
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+1-77160-A-3 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_1/data/wav_codec_ESPnet.7.ark:490981
diff --git a/esc50_test_fold_1/data/wav_codec_ESPnet.8.ark b/esc50_test_fold_1/data/wav_codec_ESPnet.8.ark
new file mode 100644
index 0000000000000000000000000000000000000000..51b6df856b0e4e726421dc9a7ebcc0c8366dd01c
Binary files /dev/null and b/esc50_test_fold_1/data/wav_codec_ESPnet.8.ark differ
diff --git a/esc50_test_fold_1/data/wav_codec_ESPnet.8.scp b/esc50_test_fold_1/data/wav_codec_ESPnet.8.scp
new file mode 100644
index 0000000000000000000000000000000000000000..34cc9c7a715698f81c2bf3c4384e28cf5b49187e
--- /dev/null
+++ b/esc50_test_fold_1/data/wav_codec_ESPnet.8.scp
@@ -0,0 +1,50 @@
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+1-79113-A-5 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_1/data/wav_codec_ESPnet.8.ark:10031
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+1-79220-A-17 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_1/data/wav_codec_ESPnet.8.ark:30071
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+1-79711-A-32 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_1/data/wav_codec_ESPnet.8.ark:50111
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diff --git a/esc50_test_fold_1/index_files/wav.scp b/esc50_test_fold_1/index_files/wav.scp
new file mode 100644
index 0000000000000000000000000000000000000000..d3040b9561ff618773218eb71d61271eaf1bc5fd
--- /dev/null
+++ b/esc50_test_fold_1/index_files/wav.scp
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+1-9886-A-49 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_1/data/wav_codec_ESPnet.8.ark:460916
+1-9887-A-49 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_1/data/wav_codec_ESPnet.8.ark:470935
+1-9887-B-49 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_1/data/wav_codec_ESPnet.8.ark:480954
+1-99958-A-31 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_1/data/wav_codec_ESPnet.8.ark:490974
diff --git a/esc50_test_fold_1/logdir/codec_dump_ESPnet.1.log b/esc50_test_fold_1/logdir/codec_dump_ESPnet.1.log
new file mode 100644
index 0000000000000000000000000000000000000000..e953c3547498ae0c38e685f9655b99944a8817d4
--- /dev/null
+++ b/esc50_test_fold_1/logdir/codec_dump_ESPnet.1.log
@@ -0,0 +1,14 @@
+# python3 pyscripts/feats/dump_codec.py --codec_choice ESPnet --codec_fs 16000 --batch_size 5 --bias 0 --dump_audio false --rank 1 --vocab_file dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_1/token_lists/codec_token_list --wav_wspecifier ark,scp:dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_1/data/wav_resyn_ESPnet.1.ark,dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_1/data/wav_resyn_ESPnet.1.scp --checkpoint_path null --config_path null --hf_model_tag espnet/mls-multi_soundstream_16k scp:dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_1/logdir/wav.1.scp ark,scp:dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_1/data/wav_codec_ESPnet.1.ark,dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_1/data/wav_codec_ESPnet.1.scp 
+# Started at Fri Oct 11 09:44:10 EDT 2024
+#
+2024-10-11 09:44:11 | INFO | dump_codec | build with codec_choice: ESPnet
+
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+2024-10-11 09:44:20 | INFO | root | config file: /ocean/projects/cis210027p/swang26/miniconda3/envs/espnet_codec_robustness/lib/python3.10/site-packages/espnet_model_zoo/models--espnet--mls-multi_soundstream_16k/snapshots/74dc5ec297a04ee035e61c66d8821195ec49f462/exp/codec_mls_multi_soundstream4_large_v1.1/config.yaml
+/ocean/projects/cis210027p/swang26/miniconda3/envs/espnet_codec_robustness/lib/python3.10/site-packages/torch/nn/utils/weight_norm.py:28: UserWarning: torch.nn.utils.weight_norm is deprecated in favor of torch.nn.utils.parametrizations.weight_norm.
+  warnings.warn("torch.nn.utils.weight_norm is deprecated in favor of torch.nn.utils.parametrizations.weight_norm.")
+/ocean/projects/cis210027p/swang26/miniconda3/envs/espnet_codec_robustness/lib/python3.10/site-packages/librosa/util/decorators.py:88: UserWarning: Empty filters detected in mel frequency basis. Some channels will produce empty responses. Try increasing your sampling rate (and fmax) or reducing n_mels.
+  return f(*args, **kwargs)
+/ocean/projects/cis210027p/swang26/miniconda3/envs/espnet_codec_robustness/lib/python3.10/site-packages/torch/nn/modules/conv.py:306: UserWarning: Applied workaround for CuDNN issue, install nvrtc.so (Triggered internally at ../aten/src/ATen/native/cudnn/Conv_v8.cpp:84.)
+  return F.conv1d(input, weight, bias, self.stride,
+# Accounting: time=14 threads=1
+# Ended (code 0) at Fri Oct 11 09:44:24 EDT 2024, elapsed time 14 seconds
diff --git a/esc50_test_fold_1/logdir/codec_dump_ESPnet.2.log b/esc50_test_fold_1/logdir/codec_dump_ESPnet.2.log
new file mode 100644
index 0000000000000000000000000000000000000000..c197b2ee90c9ca0bab1b572138fa3184f1de8381
--- /dev/null
+++ b/esc50_test_fold_1/logdir/codec_dump_ESPnet.2.log
@@ -0,0 +1,14 @@
+# python3 pyscripts/feats/dump_codec.py --codec_choice ESPnet --codec_fs 16000 --batch_size 5 --bias 0 --dump_audio false --rank 2 --vocab_file dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_1/token_lists/codec_token_list --wav_wspecifier ark,scp:dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_1/data/wav_resyn_ESPnet.2.ark,dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_1/data/wav_resyn_ESPnet.2.scp --checkpoint_path null --config_path null --hf_model_tag espnet/mls-multi_soundstream_16k scp:dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_1/logdir/wav.2.scp ark,scp:dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_1/data/wav_codec_ESPnet.2.ark,dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_1/data/wav_codec_ESPnet.2.scp 
+# Started at Fri Oct 11 09:44:10 EDT 2024
+#
+2024-10-11 09:44:11 | INFO | dump_codec | build with codec_choice: ESPnet
+
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+2024-10-11 09:44:20 | INFO | root | config file: /ocean/projects/cis210027p/swang26/miniconda3/envs/espnet_codec_robustness/lib/python3.10/site-packages/espnet_model_zoo/models--espnet--mls-multi_soundstream_16k/snapshots/74dc5ec297a04ee035e61c66d8821195ec49f462/exp/codec_mls_multi_soundstream4_large_v1.1/config.yaml
+/ocean/projects/cis210027p/swang26/miniconda3/envs/espnet_codec_robustness/lib/python3.10/site-packages/torch/nn/utils/weight_norm.py:28: UserWarning: torch.nn.utils.weight_norm is deprecated in favor of torch.nn.utils.parametrizations.weight_norm.
+  warnings.warn("torch.nn.utils.weight_norm is deprecated in favor of torch.nn.utils.parametrizations.weight_norm.")
+/ocean/projects/cis210027p/swang26/miniconda3/envs/espnet_codec_robustness/lib/python3.10/site-packages/librosa/util/decorators.py:88: UserWarning: Empty filters detected in mel frequency basis. Some channels will produce empty responses. Try increasing your sampling rate (and fmax) or reducing n_mels.
+  return f(*args, **kwargs)
+/ocean/projects/cis210027p/swang26/miniconda3/envs/espnet_codec_robustness/lib/python3.10/site-packages/torch/nn/modules/conv.py:306: UserWarning: Applied workaround for CuDNN issue, install nvrtc.so (Triggered internally at ../aten/src/ATen/native/cudnn/Conv_v8.cpp:84.)
+  return F.conv1d(input, weight, bias, self.stride,
+# Accounting: time=14 threads=1
+# Ended (code 0) at Fri Oct 11 09:44:24 EDT 2024, elapsed time 14 seconds
diff --git a/esc50_test_fold_1/logdir/codec_dump_ESPnet.3.log b/esc50_test_fold_1/logdir/codec_dump_ESPnet.3.log
new file mode 100644
index 0000000000000000000000000000000000000000..48174bfb1364da34e6dee2f406032a816c86f45e
--- /dev/null
+++ b/esc50_test_fold_1/logdir/codec_dump_ESPnet.3.log
@@ -0,0 +1,14 @@
+# python3 pyscripts/feats/dump_codec.py --codec_choice ESPnet --codec_fs 16000 --batch_size 5 --bias 0 --dump_audio false --rank 3 --vocab_file dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_1/token_lists/codec_token_list --wav_wspecifier ark,scp:dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_1/data/wav_resyn_ESPnet.3.ark,dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_1/data/wav_resyn_ESPnet.3.scp --checkpoint_path null --config_path null --hf_model_tag espnet/mls-multi_soundstream_16k scp:dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_1/logdir/wav.3.scp ark,scp:dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_1/data/wav_codec_ESPnet.3.ark,dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_1/data/wav_codec_ESPnet.3.scp 
+# Started at Fri Oct 11 09:44:10 EDT 2024
+#
+2024-10-11 09:44:11 | INFO | dump_codec | build with codec_choice: ESPnet
+
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+2024-10-11 09:44:20 | INFO | root | config file: /ocean/projects/cis210027p/swang26/miniconda3/envs/espnet_codec_robustness/lib/python3.10/site-packages/espnet_model_zoo/models--espnet--mls-multi_soundstream_16k/snapshots/74dc5ec297a04ee035e61c66d8821195ec49f462/exp/codec_mls_multi_soundstream4_large_v1.1/config.yaml
+/ocean/projects/cis210027p/swang26/miniconda3/envs/espnet_codec_robustness/lib/python3.10/site-packages/torch/nn/utils/weight_norm.py:28: UserWarning: torch.nn.utils.weight_norm is deprecated in favor of torch.nn.utils.parametrizations.weight_norm.
+  warnings.warn("torch.nn.utils.weight_norm is deprecated in favor of torch.nn.utils.parametrizations.weight_norm.")
+/ocean/projects/cis210027p/swang26/miniconda3/envs/espnet_codec_robustness/lib/python3.10/site-packages/librosa/util/decorators.py:88: UserWarning: Empty filters detected in mel frequency basis. Some channels will produce empty responses. Try increasing your sampling rate (and fmax) or reducing n_mels.
+  return f(*args, **kwargs)
+/ocean/projects/cis210027p/swang26/miniconda3/envs/espnet_codec_robustness/lib/python3.10/site-packages/torch/nn/modules/conv.py:306: UserWarning: Applied workaround for CuDNN issue, install nvrtc.so (Triggered internally at ../aten/src/ATen/native/cudnn/Conv_v8.cpp:84.)
+  return F.conv1d(input, weight, bias, self.stride,
+# Accounting: time=14 threads=1
+# Ended (code 0) at Fri Oct 11 09:44:24 EDT 2024, elapsed time 14 seconds
diff --git a/esc50_test_fold_1/logdir/codec_dump_ESPnet.4.log b/esc50_test_fold_1/logdir/codec_dump_ESPnet.4.log
new file mode 100644
index 0000000000000000000000000000000000000000..c27ecb68eeb93d73ae148fd131f39ef9fccfe168
--- /dev/null
+++ b/esc50_test_fold_1/logdir/codec_dump_ESPnet.4.log
@@ -0,0 +1,14 @@
+# python3 pyscripts/feats/dump_codec.py --codec_choice ESPnet --codec_fs 16000 --batch_size 5 --bias 0 --dump_audio false --rank 4 --vocab_file dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_1/token_lists/codec_token_list --wav_wspecifier ark,scp:dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_1/data/wav_resyn_ESPnet.4.ark,dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_1/data/wav_resyn_ESPnet.4.scp --checkpoint_path null --config_path null --hf_model_tag espnet/mls-multi_soundstream_16k scp:dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_1/logdir/wav.4.scp ark,scp:dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_1/data/wav_codec_ESPnet.4.ark,dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_1/data/wav_codec_ESPnet.4.scp 
+# Started at Fri Oct 11 09:44:10 EDT 2024
+#
+2024-10-11 09:44:11 | INFO | dump_codec | build with codec_choice: ESPnet
+
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+2024-10-11 09:44:20 | INFO | root | config file: /ocean/projects/cis210027p/swang26/miniconda3/envs/espnet_codec_robustness/lib/python3.10/site-packages/espnet_model_zoo/models--espnet--mls-multi_soundstream_16k/snapshots/74dc5ec297a04ee035e61c66d8821195ec49f462/exp/codec_mls_multi_soundstream4_large_v1.1/config.yaml
+/ocean/projects/cis210027p/swang26/miniconda3/envs/espnet_codec_robustness/lib/python3.10/site-packages/torch/nn/utils/weight_norm.py:28: UserWarning: torch.nn.utils.weight_norm is deprecated in favor of torch.nn.utils.parametrizations.weight_norm.
+  warnings.warn("torch.nn.utils.weight_norm is deprecated in favor of torch.nn.utils.parametrizations.weight_norm.")
+/ocean/projects/cis210027p/swang26/miniconda3/envs/espnet_codec_robustness/lib/python3.10/site-packages/librosa/util/decorators.py:88: UserWarning: Empty filters detected in mel frequency basis. Some channels will produce empty responses. Try increasing your sampling rate (and fmax) or reducing n_mels.
+  return f(*args, **kwargs)
+/ocean/projects/cis210027p/swang26/miniconda3/envs/espnet_codec_robustness/lib/python3.10/site-packages/torch/nn/modules/conv.py:306: UserWarning: Applied workaround for CuDNN issue, install nvrtc.so (Triggered internally at ../aten/src/ATen/native/cudnn/Conv_v8.cpp:84.)
+  return F.conv1d(input, weight, bias, self.stride,
+# Accounting: time=14 threads=1
+# Ended (code 0) at Fri Oct 11 09:44:24 EDT 2024, elapsed time 14 seconds
diff --git a/esc50_test_fold_1/logdir/codec_dump_ESPnet.5.log b/esc50_test_fold_1/logdir/codec_dump_ESPnet.5.log
new file mode 100644
index 0000000000000000000000000000000000000000..105461957259f46e19d5ce5bf89e1abc23e8eb11
--- /dev/null
+++ b/esc50_test_fold_1/logdir/codec_dump_ESPnet.5.log
@@ -0,0 +1,14 @@
+# python3 pyscripts/feats/dump_codec.py --codec_choice ESPnet --codec_fs 16000 --batch_size 5 --bias 0 --dump_audio false --rank 5 --vocab_file dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_1/token_lists/codec_token_list --wav_wspecifier ark,scp:dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_1/data/wav_resyn_ESPnet.5.ark,dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_1/data/wav_resyn_ESPnet.5.scp --checkpoint_path null --config_path null --hf_model_tag espnet/mls-multi_soundstream_16k scp:dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_1/logdir/wav.5.scp ark,scp:dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_1/data/wav_codec_ESPnet.5.ark,dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_1/data/wav_codec_ESPnet.5.scp 
+# Started at Fri Oct 11 09:44:24 EDT 2024
+#
+2024-10-11 09:44:26 | INFO | dump_codec | build with codec_choice: ESPnet
+
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+2024-10-11 09:44:34 | INFO | root | config file: /ocean/projects/cis210027p/swang26/miniconda3/envs/espnet_codec_robustness/lib/python3.10/site-packages/espnet_model_zoo/models--espnet--mls-multi_soundstream_16k/snapshots/74dc5ec297a04ee035e61c66d8821195ec49f462/exp/codec_mls_multi_soundstream4_large_v1.1/config.yaml
+/ocean/projects/cis210027p/swang26/miniconda3/envs/espnet_codec_robustness/lib/python3.10/site-packages/torch/nn/utils/weight_norm.py:28: UserWarning: torch.nn.utils.weight_norm is deprecated in favor of torch.nn.utils.parametrizations.weight_norm.
+  warnings.warn("torch.nn.utils.weight_norm is deprecated in favor of torch.nn.utils.parametrizations.weight_norm.")
+/ocean/projects/cis210027p/swang26/miniconda3/envs/espnet_codec_robustness/lib/python3.10/site-packages/librosa/util/decorators.py:88: UserWarning: Empty filters detected in mel frequency basis. Some channels will produce empty responses. Try increasing your sampling rate (and fmax) or reducing n_mels.
+  return f(*args, **kwargs)
+/ocean/projects/cis210027p/swang26/miniconda3/envs/espnet_codec_robustness/lib/python3.10/site-packages/torch/nn/modules/conv.py:306: UserWarning: Applied workaround for CuDNN issue, install nvrtc.so (Triggered internally at ../aten/src/ATen/native/cudnn/Conv_v8.cpp:84.)
+  return F.conv1d(input, weight, bias, self.stride,
+# Accounting: time=14 threads=1
+# Ended (code 0) at Fri Oct 11 09:44:38 EDT 2024, elapsed time 14 seconds
diff --git a/esc50_test_fold_1/logdir/codec_dump_ESPnet.6.log b/esc50_test_fold_1/logdir/codec_dump_ESPnet.6.log
new file mode 100644
index 0000000000000000000000000000000000000000..f3d7ad4820601c4b3ea4c697080962a24327b2bd
--- /dev/null
+++ b/esc50_test_fold_1/logdir/codec_dump_ESPnet.6.log
@@ -0,0 +1,14 @@
+# python3 pyscripts/feats/dump_codec.py --codec_choice ESPnet --codec_fs 16000 --batch_size 5 --bias 0 --dump_audio false --rank 6 --vocab_file dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_1/token_lists/codec_token_list --wav_wspecifier ark,scp:dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_1/data/wav_resyn_ESPnet.6.ark,dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_1/data/wav_resyn_ESPnet.6.scp --checkpoint_path null --config_path null --hf_model_tag espnet/mls-multi_soundstream_16k scp:dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_1/logdir/wav.6.scp ark,scp:dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_1/data/wav_codec_ESPnet.6.ark,dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_1/data/wav_codec_ESPnet.6.scp 
+# Started at Fri Oct 11 09:44:24 EDT 2024
+#
+2024-10-11 09:44:26 | INFO | dump_codec | build with codec_choice: ESPnet
+
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+2024-10-11 09:44:34 | INFO | root | config file: /ocean/projects/cis210027p/swang26/miniconda3/envs/espnet_codec_robustness/lib/python3.10/site-packages/espnet_model_zoo/models--espnet--mls-multi_soundstream_16k/snapshots/74dc5ec297a04ee035e61c66d8821195ec49f462/exp/codec_mls_multi_soundstream4_large_v1.1/config.yaml
+/ocean/projects/cis210027p/swang26/miniconda3/envs/espnet_codec_robustness/lib/python3.10/site-packages/torch/nn/utils/weight_norm.py:28: UserWarning: torch.nn.utils.weight_norm is deprecated in favor of torch.nn.utils.parametrizations.weight_norm.
+  warnings.warn("torch.nn.utils.weight_norm is deprecated in favor of torch.nn.utils.parametrizations.weight_norm.")
+/ocean/projects/cis210027p/swang26/miniconda3/envs/espnet_codec_robustness/lib/python3.10/site-packages/librosa/util/decorators.py:88: UserWarning: Empty filters detected in mel frequency basis. Some channels will produce empty responses. Try increasing your sampling rate (and fmax) or reducing n_mels.
+  return f(*args, **kwargs)
+/ocean/projects/cis210027p/swang26/miniconda3/envs/espnet_codec_robustness/lib/python3.10/site-packages/torch/nn/modules/conv.py:306: UserWarning: Applied workaround for CuDNN issue, install nvrtc.so (Triggered internally at ../aten/src/ATen/native/cudnn/Conv_v8.cpp:84.)
+  return F.conv1d(input, weight, bias, self.stride,
+# Accounting: time=14 threads=1
+# Ended (code 0) at Fri Oct 11 09:44:38 EDT 2024, elapsed time 14 seconds
diff --git a/esc50_test_fold_1/logdir/codec_dump_ESPnet.7.log b/esc50_test_fold_1/logdir/codec_dump_ESPnet.7.log
new file mode 100644
index 0000000000000000000000000000000000000000..b69cce8dd1b05f8f5edb8593bba7c4882d21d43f
--- /dev/null
+++ b/esc50_test_fold_1/logdir/codec_dump_ESPnet.7.log
@@ -0,0 +1,14 @@
+# python3 pyscripts/feats/dump_codec.py --codec_choice ESPnet --codec_fs 16000 --batch_size 5 --bias 0 --dump_audio false --rank 7 --vocab_file dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_1/token_lists/codec_token_list --wav_wspecifier ark,scp:dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_1/data/wav_resyn_ESPnet.7.ark,dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_1/data/wav_resyn_ESPnet.7.scp --checkpoint_path null --config_path null --hf_model_tag espnet/mls-multi_soundstream_16k scp:dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_1/logdir/wav.7.scp ark,scp:dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_1/data/wav_codec_ESPnet.7.ark,dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_1/data/wav_codec_ESPnet.7.scp 
+# Started at Fri Oct 11 09:44:24 EDT 2024
+#
+2024-10-11 09:44:26 | INFO | dump_codec | build with codec_choice: ESPnet
+
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+2024-10-11 09:44:34 | INFO | root | config file: /ocean/projects/cis210027p/swang26/miniconda3/envs/espnet_codec_robustness/lib/python3.10/site-packages/espnet_model_zoo/models--espnet--mls-multi_soundstream_16k/snapshots/74dc5ec297a04ee035e61c66d8821195ec49f462/exp/codec_mls_multi_soundstream4_large_v1.1/config.yaml
+/ocean/projects/cis210027p/swang26/miniconda3/envs/espnet_codec_robustness/lib/python3.10/site-packages/torch/nn/utils/weight_norm.py:28: UserWarning: torch.nn.utils.weight_norm is deprecated in favor of torch.nn.utils.parametrizations.weight_norm.
+  warnings.warn("torch.nn.utils.weight_norm is deprecated in favor of torch.nn.utils.parametrizations.weight_norm.")
+/ocean/projects/cis210027p/swang26/miniconda3/envs/espnet_codec_robustness/lib/python3.10/site-packages/librosa/util/decorators.py:88: UserWarning: Empty filters detected in mel frequency basis. Some channels will produce empty responses. Try increasing your sampling rate (and fmax) or reducing n_mels.
+  return f(*args, **kwargs)
+/ocean/projects/cis210027p/swang26/miniconda3/envs/espnet_codec_robustness/lib/python3.10/site-packages/torch/nn/modules/conv.py:306: UserWarning: Applied workaround for CuDNN issue, install nvrtc.so (Triggered internally at ../aten/src/ATen/native/cudnn/Conv_v8.cpp:84.)
+  return F.conv1d(input, weight, bias, self.stride,
+# Accounting: time=14 threads=1
+# Ended (code 0) at Fri Oct 11 09:44:38 EDT 2024, elapsed time 14 seconds
diff --git a/esc50_test_fold_1/logdir/codec_dump_ESPnet.8.log b/esc50_test_fold_1/logdir/codec_dump_ESPnet.8.log
new file mode 100644
index 0000000000000000000000000000000000000000..4ea0bf87c1cd2e1a0869c27a0af61db86e7a5f92
--- /dev/null
+++ b/esc50_test_fold_1/logdir/codec_dump_ESPnet.8.log
@@ -0,0 +1,14 @@
+# python3 pyscripts/feats/dump_codec.py --codec_choice ESPnet --codec_fs 16000 --batch_size 5 --bias 0 --dump_audio false --rank 8 --vocab_file dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_1/token_lists/codec_token_list --wav_wspecifier ark,scp:dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_1/data/wav_resyn_ESPnet.8.ark,dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_1/data/wav_resyn_ESPnet.8.scp --checkpoint_path null --config_path null --hf_model_tag espnet/mls-multi_soundstream_16k scp:dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_1/logdir/wav.8.scp ark,scp:dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_1/data/wav_codec_ESPnet.8.ark,dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_1/data/wav_codec_ESPnet.8.scp 
+# Started at Fri Oct 11 09:44:24 EDT 2024
+#
+2024-10-11 09:44:26 | INFO | dump_codec | build with codec_choice: ESPnet
+
Fetching 30 files:   0%|          | 0/30 [00:00<?, ?it/s]
Fetching 30 files: 100%|██████████| 30/30 [00:00<00:00, 9535.40it/s]
+2024-10-11 09:44:34 | INFO | root | config file: /ocean/projects/cis210027p/swang26/miniconda3/envs/espnet_codec_robustness/lib/python3.10/site-packages/espnet_model_zoo/models--espnet--mls-multi_soundstream_16k/snapshots/74dc5ec297a04ee035e61c66d8821195ec49f462/exp/codec_mls_multi_soundstream4_large_v1.1/config.yaml
+/ocean/projects/cis210027p/swang26/miniconda3/envs/espnet_codec_robustness/lib/python3.10/site-packages/torch/nn/utils/weight_norm.py:28: UserWarning: torch.nn.utils.weight_norm is deprecated in favor of torch.nn.utils.parametrizations.weight_norm.
+  warnings.warn("torch.nn.utils.weight_norm is deprecated in favor of torch.nn.utils.parametrizations.weight_norm.")
+/ocean/projects/cis210027p/swang26/miniconda3/envs/espnet_codec_robustness/lib/python3.10/site-packages/librosa/util/decorators.py:88: UserWarning: Empty filters detected in mel frequency basis. Some channels will produce empty responses. Try increasing your sampling rate (and fmax) or reducing n_mels.
+  return f(*args, **kwargs)
+/ocean/projects/cis210027p/swang26/miniconda3/envs/espnet_codec_robustness/lib/python3.10/site-packages/torch/nn/modules/conv.py:306: UserWarning: Applied workaround for CuDNN issue, install nvrtc.so (Triggered internally at ../aten/src/ATen/native/cudnn/Conv_v8.cpp:84.)
+  return F.conv1d(input, weight, bias, self.stride,
+# Accounting: time=14 threads=1
+# Ended (code 0) at Fri Oct 11 09:44:38 EDT 2024, elapsed time 14 seconds
diff --git a/esc50_test_fold_1/logdir/wav.1.scp b/esc50_test_fold_1/logdir/wav.1.scp
new file mode 100644
index 0000000000000000000000000000000000000000..755ba1b785586fc26cb87a3d52f4eacde8c84a87
--- /dev/null
+++ b/esc50_test_fold_1/logdir/wav.1.scp
@@ -0,0 +1,50 @@
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diff --git a/esc50_test_fold_1/logdir/wav.2.scp b/esc50_test_fold_1/logdir/wav.2.scp
new file mode 100644
index 0000000000000000000000000000000000000000..7800a4fe22878e7c502eebb3374c8eacade965aa
--- /dev/null
+++ b/esc50_test_fold_1/logdir/wav.2.scp
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diff --git a/esc50_test_fold_1/logdir/wav.3.scp b/esc50_test_fold_1/logdir/wav.3.scp
new file mode 100644
index 0000000000000000000000000000000000000000..54fdf7c3108e4f9a61dcf07496c136f3f5d19a9d
--- /dev/null
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diff --git a/esc50_test_fold_1/token_lists/codec_token_list b/esc50_test_fold_1/token_lists/codec_token_list
new file mode 100644
index 0000000000000000000000000000000000000000..3d5876836443e4f7353e8f81ecefb829f3745b0c
--- /dev/null
+++ b/esc50_test_fold_1/token_lists/codec_token_list
@@ -0,0 +1,8192 @@
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diff --git a/esc50_test_fold_1/token_lists/g2p_token_list b/esc50_test_fold_1/token_lists/g2p_token_list
new file mode 100644
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--- /dev/null
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diff --git a/esc50_test_fold_1/utt2spk b/esc50_test_fold_1/utt2spk
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index 0000000000000000000000000000000000000000..014bb9b2e16aee34d2ad6a93ff89316231f7c961
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diff --git a/esc50_test_fold_1/wav.scp b/esc50_test_fold_1/wav.scp
new file mode 100644
index 0000000000000000000000000000000000000000..d3040b9561ff618773218eb71d61271eaf1bc5fd
--- /dev/null
+++ b/esc50_test_fold_1/wav.scp
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diff --git a/esc50_test_fold_2/data.json b/esc50_test_fold_2/data.json
new file mode 100644
index 0000000000000000000000000000000000000000..e77b0e07a790a8da633cdb85fe08a66ae94a9a61
--- /dev/null
+++ b/esc50_test_fold_2/data.json
@@ -0,0 +1,415 @@
+{
+    "task": "tts",
+    "vocabularies": [
+        "dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_2/token_lists/g2p_token_list",
+        "dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_2/token_lists/codec_token_list"
+    ],
+    "data_files": [
+        "dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_2/index_files/text,g2p,text",
+        "dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_2/index_files/utt2spk,spk,text",
+        "dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_2/index_files/wav.scp,codec,kaldi_ark"
+    ],
+    "num_examples": 400,
+    "examples": [
+        "2-100648-A-43",
+        "2-100786-A-1",
+        "2-101676-A-10",
+        "2-102414-A-17",
+        "2-102414-B-17",
+        "2-102414-C-17",
+        "2-102414-D-17",
+        "2-102414-E-17",
+        "2-102414-F-17",
+        "2-102414-G-17",
+        "2-102435-A-37",
+        "2-102567-A-35",
+        "2-102567-B-35",
+        "2-102567-C-35",
+        "2-102567-D-35",
+        "2-102568-A-35",
+        "2-102581-A-29",
+        "2-102581-B-29",
+        "2-102852-A-11",
+        "2-103423-A-3",
+        "2-103424-A-3",
+        "2-103426-A-3",
+        "2-103427-A-3",
+        "2-103428-A-3",
+        "2-104105-A-19",
+        "2-104105-B-19",
+        "2-104168-A-32",
+        "2-104475-A-37",
+        "2-104476-A-37",
+        "2-104877-A-3",
+        "2-104952-A-16",
+        "2-104952-B-16",
+        "2-105270-A-47",
+        "2-106014-A-44",
+        "2-106015-A-44",
+        "2-106015-B-44",
+        "2-106019-A-13",
+        "2-106072-A-36",
+        "2-106073-A-36",
+        "2-106486-A-44",
+        "2-106487-A-44",
+        "2-106849-A-47",
+        "2-106881-A-39",
+        "2-107228-A-44",
+        "2-107228-B-44",
+        "2-107351-A-20",
+        "2-107351-B-20",
+        "2-108017-A-24",
+        "2-108760-A-14",
+        "2-108760-B-14",
+        "2-108761-A-14",
+        "2-108763-A-9",
+        "2-108766-A-9",
+        "2-108767-A-9",
+        "2-108767-B-9",
+        "2-108767-C-9",
+        "2-109231-A-9",
+        "2-109231-B-9",
+        "2-109231-C-9",
+        "2-109316-A-32",
+        "2-109371-A-16",
+        "2-109371-B-16",
+        "2-109371-C-16",
+        "2-109371-D-16",
+        "2-109374-A-16",
+        "2-109505-A-21",
+        "2-109759-A-26",
+        "2-109759-B-26",
+        "2-110010-A-5",
+        "2-110011-A-5",
+        "2-110417-A-28",
+        "2-110417-B-28",
+        "2-110613-A-13",
+        "2-110614-A-8",
+        "2-110614-B-8",
+        "2-112213-A-39",
+        "2-112213-B-39",
+        "2-114254-A-30",
+        "2-114280-A-0",
+        "2-114587-A-0",
+        "2-114609-A-28",
+        "2-114609-B-28",
+        "2-116400-A-0",
+        "2-117116-A-37",
+        "2-117271-A-0",
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+}
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diff --git a/esc50_test_fold_2/data/wav_codec_ESPnet.1.ark b/esc50_test_fold_2/data/wav_codec_ESPnet.1.ark
new file mode 100644
index 0000000000000000000000000000000000000000..7a9818fb082114f4db0913ce6b2f00333bcdf1e1
Binary files /dev/null and b/esc50_test_fold_2/data/wav_codec_ESPnet.1.ark differ
diff --git a/esc50_test_fold_2/data/wav_codec_ESPnet.1.scp b/esc50_test_fold_2/data/wav_codec_ESPnet.1.scp
new file mode 100644
index 0000000000000000000000000000000000000000..bd9d5a53a58a9604a5288fff2b019a46e0a29100
--- /dev/null
+++ b/esc50_test_fold_2/data/wav_codec_ESPnet.1.scp
@@ -0,0 +1,50 @@
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diff --git a/esc50_test_fold_2/data/wav_codec_ESPnet.2.ark b/esc50_test_fold_2/data/wav_codec_ESPnet.2.ark
new file mode 100644
index 0000000000000000000000000000000000000000..522167cd98d65cbab45b6bfb686beeb9e99c1054
Binary files /dev/null and b/esc50_test_fold_2/data/wav_codec_ESPnet.2.ark differ
diff --git a/esc50_test_fold_2/data/wav_codec_ESPnet.2.scp b/esc50_test_fold_2/data/wav_codec_ESPnet.2.scp
new file mode 100644
index 0000000000000000000000000000000000000000..a9db8fff3322a3eebeed292810aff4f643db83ae
--- /dev/null
+++ b/esc50_test_fold_2/data/wav_codec_ESPnet.2.scp
@@ -0,0 +1,50 @@
+2-108761-A-14 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_2/data/wav_codec_ESPnet.2.ark:14
+2-108763-A-9 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_2/data/wav_codec_ESPnet.2.ark:10034
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+2-108767-A-9 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_2/data/wav_codec_ESPnet.2.ark:30074
+2-108767-B-9 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_2/data/wav_codec_ESPnet.2.ark:40094
+2-108767-C-9 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_2/data/wav_codec_ESPnet.2.ark:50114
+2-109231-A-9 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_2/data/wav_codec_ESPnet.2.ark:60134
+2-109231-B-9 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_2/data/wav_codec_ESPnet.2.ark:70154
+2-109231-C-9 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_2/data/wav_codec_ESPnet.2.ark:80174
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+2-109371-C-16 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_2/data/wav_codec_ESPnet.2.ark:120258
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+2-112213-A-39 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_2/data/wav_codec_ESPnet.2.ark:250527
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+2-114254-A-30 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_2/data/wav_codec_ESPnet.2.ark:270569
+2-114280-A-0 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_2/data/wav_codec_ESPnet.2.ark:280589
+2-114587-A-0 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_2/data/wav_codec_ESPnet.2.ark:290609
+2-114609-A-28 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_2/data/wav_codec_ESPnet.2.ark:300630
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+2-117615-A-48 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_2/data/wav_codec_ESPnet.2.ark:360754
+2-117615-B-48 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_2/data/wav_codec_ESPnet.2.ark:370775
+2-117615-C-48 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_2/data/wav_codec_ESPnet.2.ark:380796
+2-117615-D-48 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_2/data/wav_codec_ESPnet.2.ark:390817
+2-117615-E-48 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_2/data/wav_codec_ESPnet.2.ark:400838
+2-117616-A-48 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_2/data/wav_codec_ESPnet.2.ark:410859
+2-117617-A-48 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_2/data/wav_codec_ESPnet.2.ark:420880
+2-117625-A-10 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_2/data/wav_codec_ESPnet.2.ark:430901
+2-117795-A-3 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_2/data/wav_codec_ESPnet.2.ark:440921
+2-117795-B-3 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_2/data/wav_codec_ESPnet.2.ark:450941
+2-118072-A-0 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_2/data/wav_codec_ESPnet.2.ark:460961
+2-118104-A-21 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_2/data/wav_codec_ESPnet.2.ark:470982
+2-118459-A-32 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_2/data/wav_codec_ESPnet.2.ark:481003
+2-118459-B-32 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_2/data/wav_codec_ESPnet.2.ark:491024
diff --git a/esc50_test_fold_2/data/wav_codec_ESPnet.3.ark b/esc50_test_fold_2/data/wav_codec_ESPnet.3.ark
new file mode 100644
index 0000000000000000000000000000000000000000..d0ce2d3a8b34472a2e0249c595690daccf0bc385
Binary files /dev/null and b/esc50_test_fold_2/data/wav_codec_ESPnet.3.ark differ
diff --git a/esc50_test_fold_2/data/wav_codec_ESPnet.3.scp b/esc50_test_fold_2/data/wav_codec_ESPnet.3.scp
new file mode 100644
index 0000000000000000000000000000000000000000..f41456904c4194998fd6bbf1e741bc6ab79bd875
--- /dev/null
+++ b/esc50_test_fold_2/data/wav_codec_ESPnet.3.scp
@@ -0,0 +1,50 @@
+2-118624-A-30 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_2/data/wav_codec_ESPnet.3.ark:14
+2-118625-A-30 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_2/data/wav_codec_ESPnet.3.ark:10035
+2-118817-A-32 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_2/data/wav_codec_ESPnet.3.ark:20056
+2-118964-A-0 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_2/data/wav_codec_ESPnet.3.ark:30076
+2-119102-A-21 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_2/data/wav_codec_ESPnet.3.ark:40097
+2-119139-A-31 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_2/data/wav_codec_ESPnet.3.ark:50118
+2-119161-A-8 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_2/data/wav_codec_ESPnet.3.ark:60138
+2-119161-B-8 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_2/data/wav_codec_ESPnet.3.ark:70158
+2-119161-C-8 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_2/data/wav_codec_ESPnet.3.ark:80178
+2-119748-A-38 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_2/data/wav_codec_ESPnet.3.ark:90199
+2-120218-A-30 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_2/data/wav_codec_ESPnet.3.ark:100220
+2-120218-B-30 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_2/data/wav_codec_ESPnet.3.ark:110241
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+2-120586-A-6 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_2/data/wav_codec_ESPnet.3.ark:130282
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+2-122066-B-45 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_2/data/wav_codec_ESPnet.3.ark:180386
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+2-122616-A-14 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_2/data/wav_codec_ESPnet.3.ark:230489
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+2-122820-A-36 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_2/data/wav_codec_ESPnet.3.ark:260552
+2-122820-B-36 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_2/data/wav_codec_ESPnet.3.ark:270573
+2-123712-A-33 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_2/data/wav_codec_ESPnet.3.ark:280594
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+2-124662-A-11 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_2/data/wav_codec_ESPnet.3.ark:310657
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+2-128631-A-21 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_2/data/wav_codec_ESPnet.3.ark:420887
+2-130245-A-34 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_2/data/wav_codec_ESPnet.3.ark:430908
+2-130978-A-21 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_2/data/wav_codec_ESPnet.3.ark:440929
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+2-132157-A-11 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_2/data/wav_codec_ESPnet.3.ark:470992
+2-132157-B-11 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_2/data/wav_codec_ESPnet.3.ark:481013
+2-133863-A-11 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_2/data/wav_codec_ESPnet.3.ark:491034
diff --git a/esc50_test_fold_2/data/wav_codec_ESPnet.4.ark b/esc50_test_fold_2/data/wav_codec_ESPnet.4.ark
new file mode 100644
index 0000000000000000000000000000000000000000..9be171bc21db0eafc5f07fad3b472e7c66c71efe
Binary files /dev/null and b/esc50_test_fold_2/data/wav_codec_ESPnet.4.ark differ
diff --git a/esc50_test_fold_2/data/wav_codec_ESPnet.4.scp b/esc50_test_fold_2/data/wav_codec_ESPnet.4.scp
new file mode 100644
index 0000000000000000000000000000000000000000..5313009b0245cf9f80379c766d3d08238cc1b4c3
--- /dev/null
+++ b/esc50_test_fold_2/data/wav_codec_ESPnet.4.scp
@@ -0,0 +1,50 @@
+2-133889-A-30 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_2/data/wav_codec_ESPnet.4.ark:14
+2-134049-A-6 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_2/data/wav_codec_ESPnet.4.ark:10034
+2-134700-A-38 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_2/data/wav_codec_ESPnet.4.ark:20055
+2-134915-A-30 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_2/data/wav_codec_ESPnet.4.ark:30076
+2-135649-A-45 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_2/data/wav_codec_ESPnet.4.ark:40097
+2-135649-B-45 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_2/data/wav_codec_ESPnet.4.ark:50118
+2-135649-C-45 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_2/data/wav_codec_ESPnet.4.ark:60139
+2-135728-A-38 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_2/data/wav_codec_ESPnet.4.ark:70160
+2-135860-A-49 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_2/data/wav_codec_ESPnet.4.ark:80181
+2-137162-A-11 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_2/data/wav_codec_ESPnet.4.ark:90202
+2-138257-A-31 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_2/data/wav_codec_ESPnet.4.ark:100223
+2-138465-A-43 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_2/data/wav_codec_ESPnet.4.ark:110244
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+2-141584-A-38 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_2/data/wav_codec_ESPnet.4.ark:180391
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+2-141681-B-36 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_2/data/wav_codec_ESPnet.4.ark:200433
+2-141682-A-36 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_2/data/wav_codec_ESPnet.4.ark:210454
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+2-144031-A-34 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_2/data/wav_codec_ESPnet.4.ark:230496
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+2-146877-A-31 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_2/data/wav_codec_ESPnet.4.ark:250538
+2-146877-B-31 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_2/data/wav_codec_ESPnet.4.ark:260559
+2-151079-A-20 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_2/data/wav_codec_ESPnet.4.ark:270580
+2-152895-A-31 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_2/data/wav_codec_ESPnet.4.ark:280601
+2-152964-A-31 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_2/data/wav_codec_ESPnet.4.ark:290622
+2-153388-A-31 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_2/data/wav_codec_ESPnet.4.ark:300643
+2-154688-A-31 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_2/data/wav_codec_ESPnet.4.ark:310664
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+2-157488-A-6 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_2/data/wav_codec_ESPnet.4.ark:330705
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+2-158746-C-2 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_2/data/wav_codec_ESPnet.4.ark:360765
+2-158746-D-2 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_2/data/wav_codec_ESPnet.4.ark:370785
+2-160128-A-7 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_2/data/wav_codec_ESPnet.4.ark:380805
+2-160888-A-47 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_2/data/wav_codec_ESPnet.4.ark:390826
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+2-166644-A-2 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_2/data/wav_codec_ESPnet.4.ark:410867
+2-166644-B-2 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_2/data/wav_codec_ESPnet.4.ark:420887
+2-166644-C-2 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_2/data/wav_codec_ESPnet.4.ark:430907
+2-173559-A-39 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_2/data/wav_codec_ESPnet.4.ark:440928
+2-173607-A-39 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_2/data/wav_codec_ESPnet.4.ark:450949
+2-173618-A-39 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_2/data/wav_codec_ESPnet.4.ark:460970
+2-182508-A-8 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_2/data/wav_codec_ESPnet.4.ark:470990
+2-182508-B-8 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_2/data/wav_codec_ESPnet.4.ark:481010
+2-184077-A-49 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_2/data/wav_codec_ESPnet.4.ark:491031
diff --git a/esc50_test_fold_2/data/wav_codec_ESPnet.5.ark b/esc50_test_fold_2/data/wav_codec_ESPnet.5.ark
new file mode 100644
index 0000000000000000000000000000000000000000..1b5d0db648a58bb061f4dc92f7dc55e56a8ed745
Binary files /dev/null and b/esc50_test_fold_2/data/wav_codec_ESPnet.5.ark differ
diff --git a/esc50_test_fold_2/data/wav_codec_ESPnet.5.scp b/esc50_test_fold_2/data/wav_codec_ESPnet.5.scp
new file mode 100644
index 0000000000000000000000000000000000000000..d805c29c9b54538c7c2a8d8682c04521ecb0bdb4
--- /dev/null
+++ b/esc50_test_fold_2/data/wav_codec_ESPnet.5.scp
@@ -0,0 +1,50 @@
+2-18766-A-12 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_2/data/wav_codec_ESPnet.5.ark:13
+2-18766-B-12 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_2/data/wav_codec_ESPnet.5.ark:10033
+2-188822-A-40 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_2/data/wav_codec_ESPnet.5.ark:20054
+2-188822-B-40 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_2/data/wav_codec_ESPnet.5.ark:30075
+2-188822-C-40 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_2/data/wav_codec_ESPnet.5.ark:40096
+2-188822-D-40 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_2/data/wav_codec_ESPnet.5.ark:50117
+2-196688-A-8 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_2/data/wav_codec_ESPnet.5.ark:60137
+2-205966-A-16 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_2/data/wav_codec_ESPnet.5.ark:70158
+2-209471-A-25 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_2/data/wav_codec_ESPnet.5.ark:80179
+2-209472-A-25 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_2/data/wav_codec_ESPnet.5.ark:90200
+2-209473-A-25 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_2/data/wav_codec_ESPnet.5.ark:100221
+2-209474-A-25 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_2/data/wav_codec_ESPnet.5.ark:110242
+2-209475-A-25 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_2/data/wav_codec_ESPnet.5.ark:120263
+2-209476-A-25 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_2/data/wav_codec_ESPnet.5.ark:130284
+2-209477-A-25 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_2/data/wav_codec_ESPnet.5.ark:140305
+2-209478-A-25 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_2/data/wav_codec_ESPnet.5.ark:150326
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+2-25292-A-22 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_2/data/wav_codec_ESPnet.5.ark:170367
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+2-30322-B-12 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_2/data/wav_codec_ESPnet.5.ark:230488
+2-32515-A-4 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_2/data/wav_codec_ESPnet.5.ark:240507
+2-32515-B-4 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_2/data/wav_codec_ESPnet.5.ark:250526
+2-32515-C-4 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_2/data/wav_codec_ESPnet.5.ark:260545
+2-32515-D-4 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_2/data/wav_codec_ESPnet.5.ark:270564
+2-32834-A-4 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_2/data/wav_codec_ESPnet.5.ark:280583
+2-37806-A-40 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_2/data/wav_codec_ESPnet.5.ark:290603
+2-37806-B-40 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_2/data/wav_codec_ESPnet.5.ark:300623
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+2-39443-B-19 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_2/data/wav_codec_ESPnet.5.ark:360742
+2-39945-A-19 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_2/data/wav_codec_ESPnet.5.ark:370762
+2-39945-B-19 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_2/data/wav_codec_ESPnet.5.ark:380782
+2-39945-C-19 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_2/data/wav_codec_ESPnet.5.ark:390802
+2-42101-A-43 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_2/data/wav_codec_ESPnet.5.ark:400822
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+2-43806-A-42 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_2/data/wav_codec_ESPnet.5.ark:420862
+2-50665-A-20 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_2/data/wav_codec_ESPnet.5.ark:430882
+2-50666-A-20 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_2/data/wav_codec_ESPnet.5.ark:440902
+2-50667-A-41 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_2/data/wav_codec_ESPnet.5.ark:450922
+2-50667-B-41 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_2/data/wav_codec_ESPnet.5.ark:460942
+2-50668-A-41 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_2/data/wav_codec_ESPnet.5.ark:470962
+2-50668-B-41 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_2/data/wav_codec_ESPnet.5.ark:480982
+2-50774-A-23 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_2/data/wav_codec_ESPnet.5.ark:491002
diff --git a/esc50_test_fold_2/data/wav_codec_ESPnet.6.ark b/esc50_test_fold_2/data/wav_codec_ESPnet.6.ark
new file mode 100644
index 0000000000000000000000000000000000000000..bf913590be511be907e670b1e8a5f5b591eab5e3
Binary files /dev/null and b/esc50_test_fold_2/data/wav_codec_ESPnet.6.ark differ
diff --git a/esc50_test_fold_2/data/wav_codec_ESPnet.6.scp b/esc50_test_fold_2/data/wav_codec_ESPnet.6.scp
new file mode 100644
index 0000000000000000000000000000000000000000..4f1f82dce80cbf4845ba0ce79acf1edc9dd78766
--- /dev/null
+++ b/esc50_test_fold_2/data/wav_codec_ESPnet.6.scp
@@ -0,0 +1,50 @@
+2-51173-A-35 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_2/data/wav_codec_ESPnet.6.ark:13
+2-51630-A-49 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_2/data/wav_codec_ESPnet.6.ark:10033
+2-51630-B-49 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_2/data/wav_codec_ESPnet.6.ark:20053
+2-52001-A-28 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_2/data/wav_codec_ESPnet.6.ark:30073
+2-52001-B-28 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_2/data/wav_codec_ESPnet.6.ark:40093
+2-52085-A-4 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_2/data/wav_codec_ESPnet.6.ark:50112
+2-52085-B-4 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_2/data/wav_codec_ESPnet.6.ark:60131
+2-52789-A-4 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_2/data/wav_codec_ESPnet.6.ark:70150
+2-54086-A-43 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_2/data/wav_codec_ESPnet.6.ark:80170
+2-54961-A-23 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_2/data/wav_codec_ESPnet.6.ark:90190
+2-54962-A-23 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_2/data/wav_codec_ESPnet.6.ark:100210
+2-56926-A-46 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_2/data/wav_codec_ESPnet.6.ark:110230
+2-57191-A-46 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_2/data/wav_codec_ESPnet.6.ark:120250
+2-57733-A-22 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_2/data/wav_codec_ESPnet.6.ark:130270
+2-59241-A-35 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_2/data/wav_codec_ESPnet.6.ark:140290
+2-59321-A-49 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_2/data/wav_codec_ESPnet.6.ark:150310
+2-59565-A-46 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_2/data/wav_codec_ESPnet.6.ark:160330
+2-59566-A-46 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_2/data/wav_codec_ESPnet.6.ark:170350
+2-60180-A-49 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_2/data/wav_codec_ESPnet.6.ark:180370
+2-60180-B-49 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_2/data/wav_codec_ESPnet.6.ark:190390
+2-60791-A-26 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_2/data/wav_codec_ESPnet.6.ark:200410
+2-60794-A-26 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_2/data/wav_codec_ESPnet.6.ark:210430
+2-60795-A-26 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_2/data/wav_codec_ESPnet.6.ark:220450
+2-60900-A-22 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_2/data/wav_codec_ESPnet.6.ark:230470
+2-61311-A-12 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_2/data/wav_codec_ESPnet.6.ark:240490
+2-61618-A-46 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_2/data/wav_codec_ESPnet.6.ark:250510
+2-62226-A-26 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_2/data/wav_codec_ESPnet.6.ark:260530
+2-64332-A-18 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_2/data/wav_codec_ESPnet.6.ark:270550
+2-64962-A-15 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_2/data/wav_codec_ESPnet.6.ark:280570
+2-64963-A-15 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_2/data/wav_codec_ESPnet.6.ark:290590
+2-65484-A-18 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_2/data/wav_codec_ESPnet.6.ark:300610
+2-65747-A-12 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_2/data/wav_codec_ESPnet.6.ark:310630
+2-65750-A-1 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_2/data/wav_codec_ESPnet.6.ark:320649
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+2-66637-B-20 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_2/data/wav_codec_ESPnet.6.ark:350709
+2-67422-A-18 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_2/data/wav_codec_ESPnet.6.ark:360729
+2-68391-A-41 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_2/data/wav_codec_ESPnet.6.ark:370749
+2-68391-B-41 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_2/data/wav_codec_ESPnet.6.ark:380769
+2-68595-A-15 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_2/data/wav_codec_ESPnet.6.ark:390789
+2-68595-B-15 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_2/data/wav_codec_ESPnet.6.ark:400809
+2-69131-A-5 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_2/data/wav_codec_ESPnet.6.ark:410828
+2-69131-B-5 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_2/data/wav_codec_ESPnet.6.ark:420847
+2-70052-A-42 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_2/data/wav_codec_ESPnet.6.ark:430867
+2-70052-B-42 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_2/data/wav_codec_ESPnet.6.ark:440887
+2-70280-A-18 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_2/data/wav_codec_ESPnet.6.ark:450907
+2-70344-A-33 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_2/data/wav_codec_ESPnet.6.ark:460927
+2-70366-A-33 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_2/data/wav_codec_ESPnet.6.ark:470947
+2-70367-A-33 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_2/data/wav_codec_ESPnet.6.ark:480967
+2-70936-A-42 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_2/data/wav_codec_ESPnet.6.ark:490987
diff --git a/esc50_test_fold_2/data/wav_codec_ESPnet.7.ark b/esc50_test_fold_2/data/wav_codec_ESPnet.7.ark
new file mode 100644
index 0000000000000000000000000000000000000000..aa70a6ac603e3070375d86b40245e480ade36048
Binary files /dev/null and b/esc50_test_fold_2/data/wav_codec_ESPnet.7.ark differ
diff --git a/esc50_test_fold_2/data/wav_codec_ESPnet.7.scp b/esc50_test_fold_2/data/wav_codec_ESPnet.7.scp
new file mode 100644
index 0000000000000000000000000000000000000000..b67c085311ace2a5d041f736971fd00ffc6a2e7f
--- /dev/null
+++ b/esc50_test_fold_2/data/wav_codec_ESPnet.7.scp
@@ -0,0 +1,50 @@
+2-70938-A-42 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_2/data/wav_codec_ESPnet.7.ark:13
+2-70939-A-42 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_2/data/wav_codec_ESPnet.7.ark:10033
+2-71162-A-1 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_2/data/wav_codec_ESPnet.7.ark:20052
+2-72268-A-6 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_2/data/wav_codec_ESPnet.7.ark:30071
+2-72547-A-14 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_2/data/wav_codec_ESPnet.7.ark:40091
+2-72547-B-14 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_2/data/wav_codec_ESPnet.7.ark:50111
+2-72547-C-14 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_2/data/wav_codec_ESPnet.7.ark:60131
+2-72547-D-14 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_2/data/wav_codec_ESPnet.7.ark:70151
+2-72677-A-18 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_2/data/wav_codec_ESPnet.7.ark:80171
+2-72688-A-42 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_2/data/wav_codec_ESPnet.7.ark:90191
+2-72970-A-10 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_2/data/wav_codec_ESPnet.7.ark:100211
+2-73027-A-10 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_2/data/wav_codec_ESPnet.7.ark:110231
+2-7321-A-33 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_2/data/wav_codec_ESPnet.7.ark:120250
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+2-73544-A-27 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_2/data/wav_codec_ESPnet.7.ark:140290
+2-74361-A-47 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_2/data/wav_codec_ESPnet.7.ark:150310
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+2-75726-A-6 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_2/data/wav_codec_ESPnet.7.ark:170349
+2-76408-A-22 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_2/data/wav_codec_ESPnet.7.ark:180369
+2-76408-B-22 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_2/data/wav_codec_ESPnet.7.ark:190389
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+2-76408-D-22 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_2/data/wav_codec_ESPnet.7.ark:210429
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+2-77347-A-46 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_2/data/wav_codec_ESPnet.7.ark:240488
+2-77945-A-41 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_2/data/wav_codec_ESPnet.7.ark:250508
+2-77945-B-41 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_2/data/wav_codec_ESPnet.7.ark:260528
+2-78381-A-46 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_2/data/wav_codec_ESPnet.7.ark:270548
+2-78562-A-37 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_2/data/wav_codec_ESPnet.7.ark:280568
+2-78562-B-37 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_2/data/wav_codec_ESPnet.7.ark:290588
+2-78651-A-44 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_2/data/wav_codec_ESPnet.7.ark:300608
+2-78781-A-47 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_2/data/wav_codec_ESPnet.7.ark:310628
+2-78799-A-47 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_2/data/wav_codec_ESPnet.7.ark:320648
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+2-79775-A-26 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_2/data/wav_codec_ESPnet.7.ark:340688
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+2-80482-A-20 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_2/data/wav_codec_ESPnet.7.ark:360728
+2-80844-A-13 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_2/data/wav_codec_ESPnet.7.ark:370748
+2-81112-A-34 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_2/data/wav_codec_ESPnet.7.ark:380768
+2-81190-A-34 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_2/data/wav_codec_ESPnet.7.ark:390788
+2-81270-A-1 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_2/data/wav_codec_ESPnet.7.ark:400807
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+2-81970-A-7 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_2/data/wav_codec_ESPnet.7.ark:420846
+2-81970-B-7 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_2/data/wav_codec_ESPnet.7.ark:430865
+2-81970-C-7 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_2/data/wav_codec_ESPnet.7.ark:440884
+2-82071-A-27 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_2/data/wav_codec_ESPnet.7.ark:450904
+2-82077-A-7 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_2/data/wav_codec_ESPnet.7.ark:460923
+2-82274-A-5 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_2/data/wav_codec_ESPnet.7.ark:470942
+2-82274-B-5 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_2/data/wav_codec_ESPnet.7.ark:480961
+2-82367-A-10 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_2/data/wav_codec_ESPnet.7.ark:490981
diff --git a/esc50_test_fold_2/data/wav_codec_ESPnet.8.ark b/esc50_test_fold_2/data/wav_codec_ESPnet.8.ark
new file mode 100644
index 0000000000000000000000000000000000000000..8583accdd5fa4dc2b7887aa2fc17b3b02bb21d1c
Binary files /dev/null and b/esc50_test_fold_2/data/wav_codec_ESPnet.8.ark differ
diff --git a/esc50_test_fold_2/data/wav_codec_ESPnet.8.scp b/esc50_test_fold_2/data/wav_codec_ESPnet.8.scp
new file mode 100644
index 0000000000000000000000000000000000000000..208983fb88059f3d569f84a8b9534233f7fdf6ab
--- /dev/null
+++ b/esc50_test_fold_2/data/wav_codec_ESPnet.8.scp
@@ -0,0 +1,50 @@
+2-82455-A-23 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_2/data/wav_codec_ESPnet.8.ark:13
+2-82538-A-21 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_2/data/wav_codec_ESPnet.8.ark:10033
+2-83270-A-13 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_2/data/wav_codec_ESPnet.8.ark:20053
+2-83536-A-27 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_2/data/wav_codec_ESPnet.8.ark:30073
+2-83667-A-34 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_2/data/wav_codec_ESPnet.8.ark:40093
+2-83688-A-34 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_2/data/wav_codec_ESPnet.8.ark:50113
+2-83934-A-5 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_2/data/wav_codec_ESPnet.8.ark:60132
+2-83934-B-5 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_2/data/wav_codec_ESPnet.8.ark:70151
+2-84693-A-49 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_2/data/wav_codec_ESPnet.8.ark:80171
+2-84943-A-18 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_2/data/wav_codec_ESPnet.8.ark:90191
+2-84965-A-23 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_2/data/wav_codec_ESPnet.8.ark:100211
+2-85139-A-13 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_2/data/wav_codec_ESPnet.8.ark:110231
+2-85292-A-24 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_2/data/wav_codec_ESPnet.8.ark:120251
+2-85434-A-27 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_2/data/wav_codec_ESPnet.8.ark:130271
+2-85471-A-34 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_2/data/wav_codec_ESPnet.8.ark:140291
+2-85945-A-18 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_2/data/wav_codec_ESPnet.8.ark:150311
+2-86160-A-27 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_2/data/wav_codec_ESPnet.8.ark:160331
+2-87282-A-34 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_2/data/wav_codec_ESPnet.8.ark:170351
+2-87412-A-24 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_2/data/wav_codec_ESPnet.8.ark:180371
+2-87780-A-33 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_2/data/wav_codec_ESPnet.8.ark:190391
+2-87781-A-10 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_2/data/wav_codec_ESPnet.8.ark:200411
+2-87794-A-24 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_2/data/wav_codec_ESPnet.8.ark:210431
+2-87795-A-24 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_2/data/wav_codec_ESPnet.8.ark:220451
+2-87799-A-24 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_2/data/wav_codec_ESPnet.8.ark:230471
+2-88724-A-38 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_2/data/wav_codec_ESPnet.8.ark:240491
+2-89516-A-37 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_2/data/wav_codec_ESPnet.8.ark:250511
+2-91912-A-33 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_2/data/wav_codec_ESPnet.8.ark:260531
+2-91912-B-33 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_2/data/wav_codec_ESPnet.8.ark:270551
+2-92627-A-27 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_2/data/wav_codec_ESPnet.8.ark:280571
+2-92978-A-29 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_2/data/wav_codec_ESPnet.8.ark:290591
+2-93030-A-21 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_2/data/wav_codec_ESPnet.8.ark:300611
+2-94230-A-27 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_2/data/wav_codec_ESPnet.8.ark:310631
+2-94807-A-29 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_2/data/wav_codec_ESPnet.8.ark:320651
+2-95035-A-1 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_2/data/wav_codec_ESPnet.8.ark:330670
+2-95258-A-1 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_2/data/wav_codec_ESPnet.8.ark:340689
+2-95258-B-1 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_2/data/wav_codec_ESPnet.8.ark:350708
+2-95567-A-23 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_2/data/wav_codec_ESPnet.8.ark:360728
+2-96033-A-13 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_2/data/wav_codec_ESPnet.8.ark:370748
+2-96063-A-37 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_2/data/wav_codec_ESPnet.8.ark:380768
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diff --git a/esc50_test_fold_2/index_files/wav.scp b/esc50_test_fold_2/index_files/wav.scp
new file mode 100644
index 0000000000000000000000000000000000000000..d2484c95642af2331238b55ef8d8875a1e32e862
--- /dev/null
+++ b/esc50_test_fold_2/index_files/wav.scp
@@ -0,0 +1,400 @@
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diff --git a/esc50_test_fold_2/logdir/codec_dump_ESPnet.1.log b/esc50_test_fold_2/logdir/codec_dump_ESPnet.1.log
new file mode 100644
index 0000000000000000000000000000000000000000..bf228cc60df08270865a9057420f5fbb4de10db4
--- /dev/null
+++ b/esc50_test_fold_2/logdir/codec_dump_ESPnet.1.log
@@ -0,0 +1,14 @@
+# python3 pyscripts/feats/dump_codec.py --codec_choice ESPnet --codec_fs 16000 --batch_size 5 --bias 0 --dump_audio false --rank 1 --vocab_file dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_2/token_lists/codec_token_list --wav_wspecifier ark,scp:dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_2/data/wav_resyn_ESPnet.1.ark,dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_2/data/wav_resyn_ESPnet.1.scp --checkpoint_path null --config_path null --hf_model_tag espnet/mls-multi_soundstream_16k scp:dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_2/logdir/wav.1.scp ark,scp:dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_2/data/wav_codec_ESPnet.1.ark,dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_2/data/wav_codec_ESPnet.1.scp 
+# Started at Fri Oct 11 09:46:00 EDT 2024
+#
+2024-10-11 09:46:01 | INFO | dump_codec | build with codec_choice: ESPnet
+
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+2024-10-11 09:46:09 | INFO | root | config file: /ocean/projects/cis210027p/swang26/miniconda3/envs/espnet_codec_robustness/lib/python3.10/site-packages/espnet_model_zoo/models--espnet--mls-multi_soundstream_16k/snapshots/74dc5ec297a04ee035e61c66d8821195ec49f462/exp/codec_mls_multi_soundstream4_large_v1.1/config.yaml
+/ocean/projects/cis210027p/swang26/miniconda3/envs/espnet_codec_robustness/lib/python3.10/site-packages/torch/nn/utils/weight_norm.py:28: UserWarning: torch.nn.utils.weight_norm is deprecated in favor of torch.nn.utils.parametrizations.weight_norm.
+  warnings.warn("torch.nn.utils.weight_norm is deprecated in favor of torch.nn.utils.parametrizations.weight_norm.")
+/ocean/projects/cis210027p/swang26/miniconda3/envs/espnet_codec_robustness/lib/python3.10/site-packages/librosa/util/decorators.py:88: UserWarning: Empty filters detected in mel frequency basis. Some channels will produce empty responses. Try increasing your sampling rate (and fmax) or reducing n_mels.
+  return f(*args, **kwargs)
+/ocean/projects/cis210027p/swang26/miniconda3/envs/espnet_codec_robustness/lib/python3.10/site-packages/torch/nn/modules/conv.py:306: UserWarning: Applied workaround for CuDNN issue, install nvrtc.so (Triggered internally at ../aten/src/ATen/native/cudnn/Conv_v8.cpp:84.)
+  return F.conv1d(input, weight, bias, self.stride,
+# Accounting: time=14 threads=1
+# Ended (code 0) at Fri Oct 11 09:46:14 EDT 2024, elapsed time 14 seconds
diff --git a/esc50_test_fold_2/logdir/codec_dump_ESPnet.2.log b/esc50_test_fold_2/logdir/codec_dump_ESPnet.2.log
new file mode 100644
index 0000000000000000000000000000000000000000..daf6dd0eecc63299194f612b68a553aadfba61c7
--- /dev/null
+++ b/esc50_test_fold_2/logdir/codec_dump_ESPnet.2.log
@@ -0,0 +1,14 @@
+# python3 pyscripts/feats/dump_codec.py --codec_choice ESPnet --codec_fs 16000 --batch_size 5 --bias 0 --dump_audio false --rank 2 --vocab_file dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_2/token_lists/codec_token_list --wav_wspecifier ark,scp:dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_2/data/wav_resyn_ESPnet.2.ark,dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_2/data/wav_resyn_ESPnet.2.scp --checkpoint_path null --config_path null --hf_model_tag espnet/mls-multi_soundstream_16k scp:dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_2/logdir/wav.2.scp ark,scp:dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_2/data/wav_codec_ESPnet.2.ark,dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_2/data/wav_codec_ESPnet.2.scp 
+# Started at Fri Oct 11 09:46:00 EDT 2024
+#
+2024-10-11 09:46:01 | INFO | dump_codec | build with codec_choice: ESPnet
+
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+2024-10-11 09:46:09 | INFO | root | config file: /ocean/projects/cis210027p/swang26/miniconda3/envs/espnet_codec_robustness/lib/python3.10/site-packages/espnet_model_zoo/models--espnet--mls-multi_soundstream_16k/snapshots/74dc5ec297a04ee035e61c66d8821195ec49f462/exp/codec_mls_multi_soundstream4_large_v1.1/config.yaml
+/ocean/projects/cis210027p/swang26/miniconda3/envs/espnet_codec_robustness/lib/python3.10/site-packages/torch/nn/utils/weight_norm.py:28: UserWarning: torch.nn.utils.weight_norm is deprecated in favor of torch.nn.utils.parametrizations.weight_norm.
+  warnings.warn("torch.nn.utils.weight_norm is deprecated in favor of torch.nn.utils.parametrizations.weight_norm.")
+/ocean/projects/cis210027p/swang26/miniconda3/envs/espnet_codec_robustness/lib/python3.10/site-packages/librosa/util/decorators.py:88: UserWarning: Empty filters detected in mel frequency basis. Some channels will produce empty responses. Try increasing your sampling rate (and fmax) or reducing n_mels.
+  return f(*args, **kwargs)
+/ocean/projects/cis210027p/swang26/miniconda3/envs/espnet_codec_robustness/lib/python3.10/site-packages/torch/nn/modules/conv.py:306: UserWarning: Applied workaround for CuDNN issue, install nvrtc.so (Triggered internally at ../aten/src/ATen/native/cudnn/Conv_v8.cpp:84.)
+  return F.conv1d(input, weight, bias, self.stride,
+# Accounting: time=14 threads=1
+# Ended (code 0) at Fri Oct 11 09:46:14 EDT 2024, elapsed time 14 seconds
diff --git a/esc50_test_fold_2/logdir/codec_dump_ESPnet.3.log b/esc50_test_fold_2/logdir/codec_dump_ESPnet.3.log
new file mode 100644
index 0000000000000000000000000000000000000000..7750d9abaecca07e094da727eff62929f24b9fb9
--- /dev/null
+++ b/esc50_test_fold_2/logdir/codec_dump_ESPnet.3.log
@@ -0,0 +1,14 @@
+# python3 pyscripts/feats/dump_codec.py --codec_choice ESPnet --codec_fs 16000 --batch_size 5 --bias 0 --dump_audio false --rank 3 --vocab_file dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_2/token_lists/codec_token_list --wav_wspecifier ark,scp:dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_2/data/wav_resyn_ESPnet.3.ark,dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_2/data/wav_resyn_ESPnet.3.scp --checkpoint_path null --config_path null --hf_model_tag espnet/mls-multi_soundstream_16k scp:dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_2/logdir/wav.3.scp ark,scp:dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_2/data/wav_codec_ESPnet.3.ark,dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_2/data/wav_codec_ESPnet.3.scp 
+# Started at Fri Oct 11 09:46:00 EDT 2024
+#
+2024-10-11 09:46:01 | INFO | dump_codec | build with codec_choice: ESPnet
+
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+2024-10-11 09:46:09 | INFO | root | config file: /ocean/projects/cis210027p/swang26/miniconda3/envs/espnet_codec_robustness/lib/python3.10/site-packages/espnet_model_zoo/models--espnet--mls-multi_soundstream_16k/snapshots/74dc5ec297a04ee035e61c66d8821195ec49f462/exp/codec_mls_multi_soundstream4_large_v1.1/config.yaml
+/ocean/projects/cis210027p/swang26/miniconda3/envs/espnet_codec_robustness/lib/python3.10/site-packages/torch/nn/utils/weight_norm.py:28: UserWarning: torch.nn.utils.weight_norm is deprecated in favor of torch.nn.utils.parametrizations.weight_norm.
+  warnings.warn("torch.nn.utils.weight_norm is deprecated in favor of torch.nn.utils.parametrizations.weight_norm.")
+/ocean/projects/cis210027p/swang26/miniconda3/envs/espnet_codec_robustness/lib/python3.10/site-packages/librosa/util/decorators.py:88: UserWarning: Empty filters detected in mel frequency basis. Some channels will produce empty responses. Try increasing your sampling rate (and fmax) or reducing n_mels.
+  return f(*args, **kwargs)
+/ocean/projects/cis210027p/swang26/miniconda3/envs/espnet_codec_robustness/lib/python3.10/site-packages/torch/nn/modules/conv.py:306: UserWarning: Applied workaround for CuDNN issue, install nvrtc.so (Triggered internally at ../aten/src/ATen/native/cudnn/Conv_v8.cpp:84.)
+  return F.conv1d(input, weight, bias, self.stride,
+# Accounting: time=14 threads=1
+# Ended (code 0) at Fri Oct 11 09:46:14 EDT 2024, elapsed time 14 seconds
diff --git a/esc50_test_fold_2/logdir/codec_dump_ESPnet.4.log b/esc50_test_fold_2/logdir/codec_dump_ESPnet.4.log
new file mode 100644
index 0000000000000000000000000000000000000000..537bda6925d95a4e342f50c8dd766c8039ec00da
--- /dev/null
+++ b/esc50_test_fold_2/logdir/codec_dump_ESPnet.4.log
@@ -0,0 +1,14 @@
+# python3 pyscripts/feats/dump_codec.py --codec_choice ESPnet --codec_fs 16000 --batch_size 5 --bias 0 --dump_audio false --rank 4 --vocab_file dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_2/token_lists/codec_token_list --wav_wspecifier ark,scp:dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_2/data/wav_resyn_ESPnet.4.ark,dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_2/data/wav_resyn_ESPnet.4.scp --checkpoint_path null --config_path null --hf_model_tag espnet/mls-multi_soundstream_16k scp:dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_2/logdir/wav.4.scp ark,scp:dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_2/data/wav_codec_ESPnet.4.ark,dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_2/data/wav_codec_ESPnet.4.scp 
+# Started at Fri Oct 11 09:46:00 EDT 2024
+#
+2024-10-11 09:46:01 | INFO | dump_codec | build with codec_choice: ESPnet
+
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+2024-10-11 09:46:09 | INFO | root | config file: /ocean/projects/cis210027p/swang26/miniconda3/envs/espnet_codec_robustness/lib/python3.10/site-packages/espnet_model_zoo/models--espnet--mls-multi_soundstream_16k/snapshots/74dc5ec297a04ee035e61c66d8821195ec49f462/exp/codec_mls_multi_soundstream4_large_v1.1/config.yaml
+/ocean/projects/cis210027p/swang26/miniconda3/envs/espnet_codec_robustness/lib/python3.10/site-packages/torch/nn/utils/weight_norm.py:28: UserWarning: torch.nn.utils.weight_norm is deprecated in favor of torch.nn.utils.parametrizations.weight_norm.
+  warnings.warn("torch.nn.utils.weight_norm is deprecated in favor of torch.nn.utils.parametrizations.weight_norm.")
+/ocean/projects/cis210027p/swang26/miniconda3/envs/espnet_codec_robustness/lib/python3.10/site-packages/librosa/util/decorators.py:88: UserWarning: Empty filters detected in mel frequency basis. Some channels will produce empty responses. Try increasing your sampling rate (and fmax) or reducing n_mels.
+  return f(*args, **kwargs)
+/ocean/projects/cis210027p/swang26/miniconda3/envs/espnet_codec_robustness/lib/python3.10/site-packages/torch/nn/modules/conv.py:306: UserWarning: Applied workaround for CuDNN issue, install nvrtc.so (Triggered internally at ../aten/src/ATen/native/cudnn/Conv_v8.cpp:84.)
+  return F.conv1d(input, weight, bias, self.stride,
+# Accounting: time=14 threads=1
+# Ended (code 0) at Fri Oct 11 09:46:14 EDT 2024, elapsed time 14 seconds
diff --git a/esc50_test_fold_2/logdir/codec_dump_ESPnet.5.log b/esc50_test_fold_2/logdir/codec_dump_ESPnet.5.log
new file mode 100644
index 0000000000000000000000000000000000000000..87ae664a0ee9064aa519eee448f180789196d761
--- /dev/null
+++ b/esc50_test_fold_2/logdir/codec_dump_ESPnet.5.log
@@ -0,0 +1,14 @@
+# python3 pyscripts/feats/dump_codec.py --codec_choice ESPnet --codec_fs 16000 --batch_size 5 --bias 0 --dump_audio false --rank 5 --vocab_file dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_2/token_lists/codec_token_list --wav_wspecifier ark,scp:dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_2/data/wav_resyn_ESPnet.5.ark,dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_2/data/wav_resyn_ESPnet.5.scp --checkpoint_path null --config_path null --hf_model_tag espnet/mls-multi_soundstream_16k scp:dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_2/logdir/wav.5.scp ark,scp:dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_2/data/wav_codec_ESPnet.5.ark,dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_2/data/wav_codec_ESPnet.5.scp 
+# Started at Fri Oct 11 09:46:14 EDT 2024
+#
+2024-10-11 09:46:15 | INFO | dump_codec | build with codec_choice: ESPnet
+
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+2024-10-11 09:46:24 | INFO | root | config file: /ocean/projects/cis210027p/swang26/miniconda3/envs/espnet_codec_robustness/lib/python3.10/site-packages/espnet_model_zoo/models--espnet--mls-multi_soundstream_16k/snapshots/74dc5ec297a04ee035e61c66d8821195ec49f462/exp/codec_mls_multi_soundstream4_large_v1.1/config.yaml
+/ocean/projects/cis210027p/swang26/miniconda3/envs/espnet_codec_robustness/lib/python3.10/site-packages/torch/nn/utils/weight_norm.py:28: UserWarning: torch.nn.utils.weight_norm is deprecated in favor of torch.nn.utils.parametrizations.weight_norm.
+  warnings.warn("torch.nn.utils.weight_norm is deprecated in favor of torch.nn.utils.parametrizations.weight_norm.")
+/ocean/projects/cis210027p/swang26/miniconda3/envs/espnet_codec_robustness/lib/python3.10/site-packages/librosa/util/decorators.py:88: UserWarning: Empty filters detected in mel frequency basis. Some channels will produce empty responses. Try increasing your sampling rate (and fmax) or reducing n_mels.
+  return f(*args, **kwargs)
+/ocean/projects/cis210027p/swang26/miniconda3/envs/espnet_codec_robustness/lib/python3.10/site-packages/torch/nn/modules/conv.py:306: UserWarning: Applied workaround for CuDNN issue, install nvrtc.so (Triggered internally at ../aten/src/ATen/native/cudnn/Conv_v8.cpp:84.)
+  return F.conv1d(input, weight, bias, self.stride,
+# Accounting: time=13 threads=1
+# Ended (code 0) at Fri Oct 11 09:46:27 EDT 2024, elapsed time 13 seconds
diff --git a/esc50_test_fold_2/logdir/codec_dump_ESPnet.6.log b/esc50_test_fold_2/logdir/codec_dump_ESPnet.6.log
new file mode 100644
index 0000000000000000000000000000000000000000..00b7560086442565e9402cf7b5f131daca0ba74d
--- /dev/null
+++ b/esc50_test_fold_2/logdir/codec_dump_ESPnet.6.log
@@ -0,0 +1,14 @@
+# python3 pyscripts/feats/dump_codec.py --codec_choice ESPnet --codec_fs 16000 --batch_size 5 --bias 0 --dump_audio false --rank 6 --vocab_file dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_2/token_lists/codec_token_list --wav_wspecifier ark,scp:dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_2/data/wav_resyn_ESPnet.6.ark,dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_2/data/wav_resyn_ESPnet.6.scp --checkpoint_path null --config_path null --hf_model_tag espnet/mls-multi_soundstream_16k scp:dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_2/logdir/wav.6.scp ark,scp:dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_2/data/wav_codec_ESPnet.6.ark,dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_2/data/wav_codec_ESPnet.6.scp 
+# Started at Fri Oct 11 09:46:14 EDT 2024
+#
+2024-10-11 09:46:16 | INFO | dump_codec | build with codec_choice: ESPnet
+
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+2024-10-11 09:46:24 | INFO | root | config file: /ocean/projects/cis210027p/swang26/miniconda3/envs/espnet_codec_robustness/lib/python3.10/site-packages/espnet_model_zoo/models--espnet--mls-multi_soundstream_16k/snapshots/74dc5ec297a04ee035e61c66d8821195ec49f462/exp/codec_mls_multi_soundstream4_large_v1.1/config.yaml
+/ocean/projects/cis210027p/swang26/miniconda3/envs/espnet_codec_robustness/lib/python3.10/site-packages/torch/nn/utils/weight_norm.py:28: UserWarning: torch.nn.utils.weight_norm is deprecated in favor of torch.nn.utils.parametrizations.weight_norm.
+  warnings.warn("torch.nn.utils.weight_norm is deprecated in favor of torch.nn.utils.parametrizations.weight_norm.")
+/ocean/projects/cis210027p/swang26/miniconda3/envs/espnet_codec_robustness/lib/python3.10/site-packages/librosa/util/decorators.py:88: UserWarning: Empty filters detected in mel frequency basis. Some channels will produce empty responses. Try increasing your sampling rate (and fmax) or reducing n_mels.
+  return f(*args, **kwargs)
+/ocean/projects/cis210027p/swang26/miniconda3/envs/espnet_codec_robustness/lib/python3.10/site-packages/torch/nn/modules/conv.py:306: UserWarning: Applied workaround for CuDNN issue, install nvrtc.so (Triggered internally at ../aten/src/ATen/native/cudnn/Conv_v8.cpp:84.)
+  return F.conv1d(input, weight, bias, self.stride,
+# Accounting: time=14 threads=1
+# Ended (code 0) at Fri Oct 11 09:46:28 EDT 2024, elapsed time 14 seconds
diff --git a/esc50_test_fold_2/logdir/codec_dump_ESPnet.7.log b/esc50_test_fold_2/logdir/codec_dump_ESPnet.7.log
new file mode 100644
index 0000000000000000000000000000000000000000..6e329d88cd24d9b3dea86fdc09ce0345547b2c92
--- /dev/null
+++ b/esc50_test_fold_2/logdir/codec_dump_ESPnet.7.log
@@ -0,0 +1,14 @@
+# python3 pyscripts/feats/dump_codec.py --codec_choice ESPnet --codec_fs 16000 --batch_size 5 --bias 0 --dump_audio false --rank 7 --vocab_file dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_2/token_lists/codec_token_list --wav_wspecifier ark,scp:dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_2/data/wav_resyn_ESPnet.7.ark,dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_2/data/wav_resyn_ESPnet.7.scp --checkpoint_path null --config_path null --hf_model_tag espnet/mls-multi_soundstream_16k scp:dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_2/logdir/wav.7.scp ark,scp:dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_2/data/wav_codec_ESPnet.7.ark,dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_2/data/wav_codec_ESPnet.7.scp 
+# Started at Fri Oct 11 09:46:14 EDT 2024
+#
+2024-10-11 09:46:16 | INFO | dump_codec | build with codec_choice: ESPnet
+
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+2024-10-11 09:46:24 | INFO | root | config file: /ocean/projects/cis210027p/swang26/miniconda3/envs/espnet_codec_robustness/lib/python3.10/site-packages/espnet_model_zoo/models--espnet--mls-multi_soundstream_16k/snapshots/74dc5ec297a04ee035e61c66d8821195ec49f462/exp/codec_mls_multi_soundstream4_large_v1.1/config.yaml
+/ocean/projects/cis210027p/swang26/miniconda3/envs/espnet_codec_robustness/lib/python3.10/site-packages/torch/nn/utils/weight_norm.py:28: UserWarning: torch.nn.utils.weight_norm is deprecated in favor of torch.nn.utils.parametrizations.weight_norm.
+  warnings.warn("torch.nn.utils.weight_norm is deprecated in favor of torch.nn.utils.parametrizations.weight_norm.")
+/ocean/projects/cis210027p/swang26/miniconda3/envs/espnet_codec_robustness/lib/python3.10/site-packages/librosa/util/decorators.py:88: UserWarning: Empty filters detected in mel frequency basis. Some channels will produce empty responses. Try increasing your sampling rate (and fmax) or reducing n_mels.
+  return f(*args, **kwargs)
+/ocean/projects/cis210027p/swang26/miniconda3/envs/espnet_codec_robustness/lib/python3.10/site-packages/torch/nn/modules/conv.py:306: UserWarning: Applied workaround for CuDNN issue, install nvrtc.so (Triggered internally at ../aten/src/ATen/native/cudnn/Conv_v8.cpp:84.)
+  return F.conv1d(input, weight, bias, self.stride,
+# Accounting: time=14 threads=1
+# Ended (code 0) at Fri Oct 11 09:46:28 EDT 2024, elapsed time 14 seconds
diff --git a/esc50_test_fold_2/logdir/codec_dump_ESPnet.8.log b/esc50_test_fold_2/logdir/codec_dump_ESPnet.8.log
new file mode 100644
index 0000000000000000000000000000000000000000..0dbcd00d7f2b84020feba5d4a6e42a0c5052c319
--- /dev/null
+++ b/esc50_test_fold_2/logdir/codec_dump_ESPnet.8.log
@@ -0,0 +1,14 @@
+# python3 pyscripts/feats/dump_codec.py --codec_choice ESPnet --codec_fs 16000 --batch_size 5 --bias 0 --dump_audio false --rank 8 --vocab_file dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_2/token_lists/codec_token_list --wav_wspecifier ark,scp:dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_2/data/wav_resyn_ESPnet.8.ark,dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_2/data/wav_resyn_ESPnet.8.scp --checkpoint_path null --config_path null --hf_model_tag espnet/mls-multi_soundstream_16k scp:dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_2/logdir/wav.8.scp ark,scp:dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_2/data/wav_codec_ESPnet.8.ark,dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_2/data/wav_codec_ESPnet.8.scp 
+# Started at Fri Oct 11 09:46:14 EDT 2024
+#
+2024-10-11 09:46:16 | INFO | dump_codec | build with codec_choice: ESPnet
+
Fetching 30 files:   0%|          | 0/30 [00:00<?, ?it/s]
Fetching 30 files: 100%|██████████| 30/30 [00:00<00:00, 6713.03it/s]
+2024-10-11 09:46:24 | INFO | root | config file: /ocean/projects/cis210027p/swang26/miniconda3/envs/espnet_codec_robustness/lib/python3.10/site-packages/espnet_model_zoo/models--espnet--mls-multi_soundstream_16k/snapshots/74dc5ec297a04ee035e61c66d8821195ec49f462/exp/codec_mls_multi_soundstream4_large_v1.1/config.yaml
+/ocean/projects/cis210027p/swang26/miniconda3/envs/espnet_codec_robustness/lib/python3.10/site-packages/torch/nn/utils/weight_norm.py:28: UserWarning: torch.nn.utils.weight_norm is deprecated in favor of torch.nn.utils.parametrizations.weight_norm.
+  warnings.warn("torch.nn.utils.weight_norm is deprecated in favor of torch.nn.utils.parametrizations.weight_norm.")
+/ocean/projects/cis210027p/swang26/miniconda3/envs/espnet_codec_robustness/lib/python3.10/site-packages/librosa/util/decorators.py:88: UserWarning: Empty filters detected in mel frequency basis. Some channels will produce empty responses. Try increasing your sampling rate (and fmax) or reducing n_mels.
+  return f(*args, **kwargs)
+/ocean/projects/cis210027p/swang26/miniconda3/envs/espnet_codec_robustness/lib/python3.10/site-packages/torch/nn/modules/conv.py:306: UserWarning: Applied workaround for CuDNN issue, install nvrtc.so (Triggered internally at ../aten/src/ATen/native/cudnn/Conv_v8.cpp:84.)
+  return F.conv1d(input, weight, bias, self.stride,
+# Accounting: time=14 threads=1
+# Ended (code 0) at Fri Oct 11 09:46:28 EDT 2024, elapsed time 14 seconds
diff --git a/esc50_test_fold_2/logdir/wav.1.scp b/esc50_test_fold_2/logdir/wav.1.scp
new file mode 100644
index 0000000000000000000000000000000000000000..783ede19d87483e2e5621df30b96ec254033c140
--- /dev/null
+++ b/esc50_test_fold_2/logdir/wav.1.scp
@@ -0,0 +1,50 @@
+2-100648-A-43 dump_16000/audio_raw_tts_esc/esc50_test_fold_2/data/format.1/data_wav.ark:14
+2-100786-A-1 dump_16000/audio_raw_tts_esc/esc50_test_fold_2/data/format.1/data_wav.ark:128590
+2-101676-A-10 dump_16000/audio_raw_tts_esc/esc50_test_fold_2/data/format.1/data_wav.ark:186488
+2-102414-A-17 dump_16000/audio_raw_tts_esc/esc50_test_fold_2/data/format.1/data_wav.ark:309578
+2-102414-B-17 dump_16000/audio_raw_tts_esc/esc50_test_fold_2/data/format.1/data_wav.ark:394962
+2-102414-C-17 dump_16000/audio_raw_tts_esc/esc50_test_fold_2/data/format.1/data_wav.ark:473552
+2-102414-D-17 dump_16000/audio_raw_tts_esc/esc50_test_fold_2/data/format.1/data_wav.ark:537821
+2-102414-E-17 dump_16000/audio_raw_tts_esc/esc50_test_fold_2/data/format.1/data_wav.ark:594221
+2-102414-F-17 dump_16000/audio_raw_tts_esc/esc50_test_fold_2/data/format.1/data_wav.ark:670469
+2-102414-G-17 dump_16000/audio_raw_tts_esc/esc50_test_fold_2/data/format.1/data_wav.ark:733279
+2-102435-A-37 dump_16000/audio_raw_tts_esc/esc50_test_fold_2/data/format.1/data_wav.ark:783165
+2-102567-A-35 dump_16000/audio_raw_tts_esc/esc50_test_fold_2/data/format.1/data_wav.ark:853391
+2-102567-B-35 dump_16000/audio_raw_tts_esc/esc50_test_fold_2/data/format.1/data_wav.ark:973865
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+2-102567-D-35 dump_16000/audio_raw_tts_esc/esc50_test_fold_2/data/format.1/data_wav.ark:1198926
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+2-107351-B-20 dump_16000/audio_raw_tts_esc/esc50_test_fold_2/data/format.1/data_wav.ark:3971344
+2-108017-A-24 dump_16000/audio_raw_tts_esc/esc50_test_fold_2/data/format.1/data_wav.ark:4091358
+2-108760-A-14 dump_16000/audio_raw_tts_esc/esc50_test_fold_2/data/format.1/data_wav.ark:4161923
+2-108760-B-14 dump_16000/audio_raw_tts_esc/esc50_test_fold_2/data/format.1/data_wav.ark:4256664
diff --git a/esc50_test_fold_2/logdir/wav.2.scp b/esc50_test_fold_2/logdir/wav.2.scp
new file mode 100644
index 0000000000000000000000000000000000000000..7a810e5fa9b9c65da9cc6b3a155b00d9d8bb46d4
--- /dev/null
+++ b/esc50_test_fold_2/logdir/wav.2.scp
@@ -0,0 +1,50 @@
+2-108761-A-14 dump_16000/audio_raw_tts_esc/esc50_test_fold_2/data/format.2/data_wav.ark:14
+2-108763-A-9 dump_16000/audio_raw_tts_esc/esc50_test_fold_2/data/format.2/data_wav.ark:92127
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diff --git a/esc50_test_fold_2/logdir/wav.3.scp b/esc50_test_fold_2/logdir/wav.3.scp
new file mode 100644
index 0000000000000000000000000000000000000000..635c7c28cc80d1c1257184be6b0f205b91c16c57
--- /dev/null
+++ b/esc50_test_fold_2/logdir/wav.3.scp
@@ -0,0 +1,50 @@
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diff --git a/esc50_test_fold_2/token_lists/codec_token_list b/esc50_test_fold_2/token_lists/codec_token_list
new file mode 100644
index 0000000000000000000000000000000000000000..3d5876836443e4f7353e8f81ecefb829f3745b0c
--- /dev/null
+++ b/esc50_test_fold_2/token_lists/codec_token_list
@@ -0,0 +1,8192 @@
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diff --git a/esc50_test_fold_2/token_lists/g2p_token_list b/esc50_test_fold_2/token_lists/g2p_token_list
new file mode 100644
index 0000000000000000000000000000000000000000..c7e2b98165378d70c86adda0c2aa8f84af925ea3
--- /dev/null
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diff --git a/esc50_test_fold_2/utt2spk b/esc50_test_fold_2/utt2spk
new file mode 100644
index 0000000000000000000000000000000000000000..bcc3b796f119fb779855d1dee8840622f712e383
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diff --git a/esc50_test_fold_2/wav.scp b/esc50_test_fold_2/wav.scp
new file mode 100644
index 0000000000000000000000000000000000000000..d2484c95642af2331238b55ef8d8875a1e32e862
--- /dev/null
+++ b/esc50_test_fold_2/wav.scp
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diff --git a/esc50_test_fold_3/data.json b/esc50_test_fold_3/data.json
new file mode 100644
index 0000000000000000000000000000000000000000..9ecdd5568a82248f22666f59140f7e673e3dd054
--- /dev/null
+++ b/esc50_test_fold_3/data.json
@@ -0,0 +1,415 @@
+{
+    "task": "tts",
+    "vocabularies": [
+        "dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_3/token_lists/g2p_token_list",
+        "dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_3/token_lists/codec_token_list"
+    ],
+    "data_files": [
+        "dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_3/index_files/text,g2p,text",
+        "dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_3/index_files/utt2spk,spk,text",
+        "dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_3/index_files/wav.scp,codec,kaldi_ark"
+    ],
+    "num_examples": 400,
+    "examples": [
+        "3-100018-A-18",
+        "3-100024-A-27",
+        "3-100024-B-27",
+        "3-101381-A-33",
+        "3-101381-B-33",
+        "3-102583-A-49",
+        "3-102583-B-49",
+        "3-102583-C-49",
+        "3-102908-A-4",
+        "3-103050-A-19",
+        "3-103051-A-19",
+        "3-103051-B-19",
+        "3-103051-C-19",
+        "3-103401-A-33",
+        "3-103401-B-33",
+        "3-103401-C-33",
+        "3-103401-D-33",
+        "3-103597-A-25",
+        "3-103598-A-25",
+        "3-103599-A-25",
+        "3-103599-B-25",
+        "3-104632-A-12",
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+}
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diff --git a/esc50_test_fold_3/data/wav_codec_ESPnet.1.ark b/esc50_test_fold_3/data/wav_codec_ESPnet.1.ark
new file mode 100644
index 0000000000000000000000000000000000000000..279ce9df5aaabec976b8b38730e4a898dcbcb05f
Binary files /dev/null and b/esc50_test_fold_3/data/wav_codec_ESPnet.1.ark differ
diff --git a/esc50_test_fold_3/data/wav_codec_ESPnet.1.scp b/esc50_test_fold_3/data/wav_codec_ESPnet.1.scp
new file mode 100644
index 0000000000000000000000000000000000000000..8c9bee8a5e2cdeb0ad4514e87c618e8bfed8c79f
--- /dev/null
+++ b/esc50_test_fold_3/data/wav_codec_ESPnet.1.scp
@@ -0,0 +1,50 @@
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+3-110913-C-7 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_3/data/wav_codec_ESPnet.1.ark:370782
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+3-112397-A-9 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_3/data/wav_codec_ESPnet.1.ark:420885
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+3-112557-A-23 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_3/data/wav_codec_ESPnet.1.ark:440927
+3-112557-B-23 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_3/data/wav_codec_ESPnet.1.ark:450948
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+3-115387-A-47 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_3/data/wav_codec_ESPnet.1.ark:470990
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+3-115387-C-47 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_3/data/wav_codec_ESPnet.1.ark:491032
diff --git a/esc50_test_fold_3/data/wav_codec_ESPnet.2.ark b/esc50_test_fold_3/data/wav_codec_ESPnet.2.ark
new file mode 100644
index 0000000000000000000000000000000000000000..26dfdd445f5ba6d5709e5c920a7ca58b39d1b7e1
Binary files /dev/null and b/esc50_test_fold_3/data/wav_codec_ESPnet.2.ark differ
diff --git a/esc50_test_fold_3/data/wav_codec_ESPnet.2.scp b/esc50_test_fold_3/data/wav_codec_ESPnet.2.scp
new file mode 100644
index 0000000000000000000000000000000000000000..3d46f3a4d879a8542f940d61910b32da2ac75295
--- /dev/null
+++ b/esc50_test_fold_3/data/wav_codec_ESPnet.2.scp
@@ -0,0 +1,50 @@
+3-116135-A-1 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_3/data/wav_codec_ESPnet.2.ark:13
+3-117293-A-9 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_3/data/wav_codec_ESPnet.2.ark:10033
+3-117504-A-16 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_3/data/wav_codec_ESPnet.2.ark:20054
+3-117504-B-16 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_3/data/wav_codec_ESPnet.2.ark:30075
+3-117793-A-37 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_3/data/wav_codec_ESPnet.2.ark:40096
+3-117883-A-37 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_3/data/wav_codec_ESPnet.2.ark:50117
+3-118059-A-18 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_3/data/wav_codec_ESPnet.2.ark:60138
+3-118069-A-27 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_3/data/wav_codec_ESPnet.2.ark:70159
+3-118069-B-27 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_3/data/wav_codec_ESPnet.2.ark:80180
+3-118194-A-33 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_3/data/wav_codec_ESPnet.2.ark:90201
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+3-118656-A-41 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_3/data/wav_codec_ESPnet.2.ark:110243
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+3-118657-B-41 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_3/data/wav_codec_ESPnet.2.ark:130285
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+3-120644-A-12 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_3/data/wav_codec_ESPnet.2.ark:270579
+3-121348-A-9 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_3/data/wav_codec_ESPnet.2.ark:280599
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+3-125418-A-24 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_3/data/wav_codec_ESPnet.2.ark:380806
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+3-126358-A-3 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_3/data/wav_codec_ESPnet.2.ark:410868
+3-126358-B-3 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_3/data/wav_codec_ESPnet.2.ark:420888
+3-126391-A-27 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_3/data/wav_codec_ESPnet.2.ark:430909
+3-126391-B-27 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_3/data/wav_codec_ESPnet.2.ark:440930
+3-127874-A-17 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_3/data/wav_codec_ESPnet.2.ark:450951
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+3-127890-B-9 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_3/data/wav_codec_ESPnet.2.ark:470991
+3-127890-C-9 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_3/data/wav_codec_ESPnet.2.ark:481011
+3-128160-A-44 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_3/data/wav_codec_ESPnet.2.ark:491032
diff --git a/esc50_test_fold_3/data/wav_codec_ESPnet.3.ark b/esc50_test_fold_3/data/wav_codec_ESPnet.3.ark
new file mode 100644
index 0000000000000000000000000000000000000000..8f2c6eee0994eab5b74520f8b90d7b188d4edf1e
Binary files /dev/null and b/esc50_test_fold_3/data/wav_codec_ESPnet.3.ark differ
diff --git a/esc50_test_fold_3/data/wav_codec_ESPnet.3.scp b/esc50_test_fold_3/data/wav_codec_ESPnet.3.scp
new file mode 100644
index 0000000000000000000000000000000000000000..4f3826982c9fd276f52623a64ef9f9b0e5237651
--- /dev/null
+++ b/esc50_test_fold_3/data/wav_codec_ESPnet.3.scp
@@ -0,0 +1,50 @@
+3-128512-A-47 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_3/data/wav_codec_ESPnet.3.ark:14
+3-128512-B-47 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_3/data/wav_codec_ESPnet.3.ark:10035
+3-129264-A-9 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_3/data/wav_codec_ESPnet.3.ark:20055
+3-129338-A-13 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_3/data/wav_codec_ESPnet.3.ark:30076
+3-129678-A-13 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_3/data/wav_codec_ESPnet.3.ark:40097
+3-130330-A-22 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_3/data/wav_codec_ESPnet.3.ark:50118
+3-130998-A-28 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_3/data/wav_codec_ESPnet.3.ark:60139
+3-130998-B-28 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_3/data/wav_codec_ESPnet.3.ark:70160
+3-131943-A-37 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_3/data/wav_codec_ESPnet.3.ark:80181
+3-132340-A-37 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_3/data/wav_codec_ESPnet.3.ark:90202
+3-132601-A-24 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_3/data/wav_codec_ESPnet.3.ark:100223
+3-132747-A-26 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_3/data/wav_codec_ESPnet.3.ark:110244
+3-132830-A-32 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_3/data/wav_codec_ESPnet.3.ark:120265
+3-132852-A-10 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_3/data/wav_codec_ESPnet.3.ark:130286
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+3-134699-B-16 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_3/data/wav_codec_ESPnet.3.ark:170369
+3-134699-C-16 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_3/data/wav_codec_ESPnet.3.ark:180390
+3-134802-A-13 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_3/data/wav_codec_ESPnet.3.ark:190411
+3-135469-A-35 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_3/data/wav_codec_ESPnet.3.ark:200432
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+3-135650-B-45 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_3/data/wav_codec_ESPnet.3.ark:220474
+3-136288-A-0 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_3/data/wav_codec_ESPnet.3.ark:230494
+3-136451-A-45 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_3/data/wav_codec_ESPnet.3.ark:240515
+3-136608-A-16 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_3/data/wav_codec_ESPnet.3.ark:250536
+3-137152-A-1 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_3/data/wav_codec_ESPnet.3.ark:260556
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+3-138212-A-45 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_3/data/wav_codec_ESPnet.3.ark:280598
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+3-139331-A-27 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_3/data/wav_codec_ESPnet.3.ark:300640
+3-139958-A-37 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_3/data/wav_codec_ESPnet.3.ark:310661
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+3-140199-D-8 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_3/data/wav_codec_ESPnet.3.ark:350741
+3-140323-A-29 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_3/data/wav_codec_ESPnet.3.ark:360762
+3-140774-A-10 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_3/data/wav_codec_ESPnet.3.ark:370783
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+3-141240-B-44 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_3/data/wav_codec_ESPnet.3.ark:390825
+3-141559-A-45 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_3/data/wav_codec_ESPnet.3.ark:400846
+3-141684-A-21 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_3/data/wav_codec_ESPnet.3.ark:410867
+3-142005-A-10 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_3/data/wav_codec_ESPnet.3.ark:420888
+3-142006-A-10 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_3/data/wav_codec_ESPnet.3.ark:430909
+3-142349-A-17 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_3/data/wav_codec_ESPnet.3.ark:440930
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+3-142604-A-24 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_3/data/wav_codec_ESPnet.3.ark:470993
+3-142605-A-21 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_3/data/wav_codec_ESPnet.3.ark:481014
+3-143119-A-21 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_3/data/wav_codec_ESPnet.3.ark:491035
diff --git a/esc50_test_fold_3/data/wav_codec_ESPnet.4.ark b/esc50_test_fold_3/data/wav_codec_ESPnet.4.ark
new file mode 100644
index 0000000000000000000000000000000000000000..01c36af5f906471a0391afb96fa83c1102ecb1d8
Binary files /dev/null and b/esc50_test_fold_3/data/wav_codec_ESPnet.4.ark differ
diff --git a/esc50_test_fold_3/data/wav_codec_ESPnet.4.scp b/esc50_test_fold_3/data/wav_codec_ESPnet.4.scp
new file mode 100644
index 0000000000000000000000000000000000000000..9913c7af9fc9f140e9fc19ce6f45e0cf1c6bc94a
--- /dev/null
+++ b/esc50_test_fold_3/data/wav_codec_ESPnet.4.scp
@@ -0,0 +1,50 @@
+3-143560-A-47 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_3/data/wav_codec_ESPnet.4.ark:14
+3-143562-A-47 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_3/data/wav_codec_ESPnet.4.ark:10035
+3-143929-A-10 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_3/data/wav_codec_ESPnet.4.ark:20056
+3-143933-A-38 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_3/data/wav_codec_ESPnet.4.ark:30077
+3-144028-A-0 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_3/data/wav_codec_ESPnet.4.ark:40097
+3-144106-A-32 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_3/data/wav_codec_ESPnet.4.ark:50118
+3-144120-A-32 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_3/data/wav_codec_ESPnet.4.ark:60139
+3-144128-A-23 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_3/data/wav_codec_ESPnet.4.ark:70160
+3-144128-B-23 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_3/data/wav_codec_ESPnet.4.ark:80181
+3-144253-A-29 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_3/data/wav_codec_ESPnet.4.ark:90202
+3-144259-A-29 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_3/data/wav_codec_ESPnet.4.ark:100223
+3-144510-A-30 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_3/data/wav_codec_ESPnet.4.ark:110244
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+3-144827-A-11 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_3/data/wav_codec_ESPnet.4.ark:130286
+3-144827-B-11 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_3/data/wav_codec_ESPnet.4.ark:140307
+3-144891-A-19 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_3/data/wav_codec_ESPnet.4.ark:150328
+3-144891-B-19 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_3/data/wav_codec_ESPnet.4.ark:160349
+3-145382-A-1 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_3/data/wav_codec_ESPnet.4.ark:170369
+3-145387-A-29 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_3/data/wav_codec_ESPnet.4.ark:180390
+3-145487-A-24 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_3/data/wav_codec_ESPnet.4.ark:190411
+3-145577-A-43 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_3/data/wav_codec_ESPnet.4.ark:200432
+3-145719-A-17 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_3/data/wav_codec_ESPnet.4.ark:210453
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+3-146033-A-13 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_3/data/wav_codec_ESPnet.4.ark:230495
+3-146186-A-44 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_3/data/wav_codec_ESPnet.4.ark:240516
+3-146697-A-43 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_3/data/wav_codec_ESPnet.4.ark:250537
+3-146873-A-24 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_3/data/wav_codec_ESPnet.4.ark:260558
+3-146964-A-5 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_3/data/wav_codec_ESPnet.4.ark:270578
+3-146965-A-5 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_3/data/wav_codec_ESPnet.4.ark:280598
+3-146972-A-5 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_3/data/wav_codec_ESPnet.4.ark:290618
+3-147342-A-34 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_3/data/wav_codec_ESPnet.4.ark:300639
+3-147343-A-34 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_3/data/wav_codec_ESPnet.4.ark:310660
+3-147965-A-12 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_3/data/wav_codec_ESPnet.4.ark:320681
+3-148297-A-37 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_3/data/wav_codec_ESPnet.4.ark:330702
+3-148330-A-21 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_3/data/wav_codec_ESPnet.4.ark:340723
+3-148932-A-34 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_3/data/wav_codec_ESPnet.4.ark:350744
+3-149042-A-24 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_3/data/wav_codec_ESPnet.4.ark:360765
+3-149189-A-1 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_3/data/wav_codec_ESPnet.4.ark:370785
+3-149448-A-17 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_3/data/wav_codec_ESPnet.4.ark:380806
+3-149465-A-22 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_3/data/wav_codec_ESPnet.4.ark:390827
+3-150231-A-21 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_3/data/wav_codec_ESPnet.4.ark:400848
+3-150363-A-38 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_3/data/wav_codec_ESPnet.4.ark:410869
+3-150979-A-40 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_3/data/wav_codec_ESPnet.4.ark:420890
+3-150979-B-40 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_3/data/wav_codec_ESPnet.4.ark:430911
+3-150979-C-40 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_3/data/wav_codec_ESPnet.4.ark:440932
+3-151080-A-20 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_3/data/wav_codec_ESPnet.4.ark:450953
+3-151081-A-20 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_3/data/wav_codec_ESPnet.4.ark:460974
+3-151081-B-20 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_3/data/wav_codec_ESPnet.4.ark:470995
+3-151089-A-30 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_3/data/wav_codec_ESPnet.4.ark:481016
+3-151206-A-23 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_3/data/wav_codec_ESPnet.4.ark:491037
diff --git a/esc50_test_fold_3/data/wav_codec_ESPnet.5.ark b/esc50_test_fold_3/data/wav_codec_ESPnet.5.ark
new file mode 100644
index 0000000000000000000000000000000000000000..c8af67429dc3b78d6db193db15bdddf04f7869cf
Binary files /dev/null and b/esc50_test_fold_3/data/wav_codec_ESPnet.5.ark differ
diff --git a/esc50_test_fold_3/data/wav_codec_ESPnet.5.scp b/esc50_test_fold_3/data/wav_codec_ESPnet.5.scp
new file mode 100644
index 0000000000000000000000000000000000000000..de5b35f11b9ccd0303944da1d1f6f8ec1616fd44
--- /dev/null
+++ b/esc50_test_fold_3/data/wav_codec_ESPnet.5.scp
@@ -0,0 +1,50 @@
+3-151212-A-24 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_3/data/wav_codec_ESPnet.5.ark:14
+3-151213-A-24 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_3/data/wav_codec_ESPnet.5.ark:10035
+3-151255-A-28 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_3/data/wav_codec_ESPnet.5.ark:20056
+3-151269-A-35 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_3/data/wav_codec_ESPnet.5.ark:30077
+3-151273-A-35 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_3/data/wav_codec_ESPnet.5.ark:40098
+3-151557-A-28 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_3/data/wav_codec_ESPnet.5.ark:50119
+3-151557-B-28 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_3/data/wav_codec_ESPnet.5.ark:60140
+3-152007-A-20 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_3/data/wav_codec_ESPnet.5.ark:70161
+3-152007-B-20 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_3/data/wav_codec_ESPnet.5.ark:80182
+3-152007-C-20 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_3/data/wav_codec_ESPnet.5.ark:90203
+3-152007-D-20 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_3/data/wav_codec_ESPnet.5.ark:100224
+3-152007-E-20 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_3/data/wav_codec_ESPnet.5.ark:110245
+3-152020-A-36 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_3/data/wav_codec_ESPnet.5.ark:120266
+3-152020-B-36 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_3/data/wav_codec_ESPnet.5.ark:130287
+3-152020-C-36 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_3/data/wav_codec_ESPnet.5.ark:140308
+3-152039-A-3 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_3/data/wav_codec_ESPnet.5.ark:150328
+3-152039-B-3 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_3/data/wav_codec_ESPnet.5.ark:160348
+3-152594-A-30 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_3/data/wav_codec_ESPnet.5.ark:170369
+3-152912-A-26 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_3/data/wav_codec_ESPnet.5.ark:180390
+3-152997-A-26 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_3/data/wav_codec_ESPnet.5.ark:190411
+3-153057-A-43 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_3/data/wav_codec_ESPnet.5.ark:200432
+3-153444-A-32 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_3/data/wav_codec_ESPnet.5.ark:210453
+3-154378-A-30 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_3/data/wav_codec_ESPnet.5.ark:220474
+3-154439-A-17 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_3/data/wav_codec_ESPnet.5.ark:230495
+3-154758-A-44 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_3/data/wav_codec_ESPnet.5.ark:240516
+3-154781-A-32 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_3/data/wav_codec_ESPnet.5.ark:250537
+3-154926-A-40 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_3/data/wav_codec_ESPnet.5.ark:260558
+3-154926-B-40 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_3/data/wav_codec_ESPnet.5.ark:270579
+3-154957-A-1 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_3/data/wav_codec_ESPnet.5.ark:280599
+3-155130-A-43 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_3/data/wav_codec_ESPnet.5.ark:290620
+3-155234-A-43 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_3/data/wav_codec_ESPnet.5.ark:300641
+3-155312-A-0 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_3/data/wav_codec_ESPnet.5.ark:310661
+3-155556-A-31 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_3/data/wav_codec_ESPnet.5.ark:320682
+3-155568-A-32 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_3/data/wav_codec_ESPnet.5.ark:330703
+3-155570-A-32 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_3/data/wav_codec_ESPnet.5.ark:340724
+3-155577-A-14 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_3/data/wav_codec_ESPnet.5.ark:350745
+3-155578-A-14 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_3/data/wav_codec_ESPnet.5.ark:360766
+3-155579-A-14 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_3/data/wav_codec_ESPnet.5.ark:370787
+3-155583-A-14 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_3/data/wav_codec_ESPnet.5.ark:380808
+3-155584-A-14 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_3/data/wav_codec_ESPnet.5.ark:390829
+3-155642-A-11 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_3/data/wav_codec_ESPnet.5.ark:400850
+3-155642-B-11 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_3/data/wav_codec_ESPnet.5.ark:410871
+3-155659-A-34 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_3/data/wav_codec_ESPnet.5.ark:420892
+3-155766-A-13 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_3/data/wav_codec_ESPnet.5.ark:430913
+3-156391-A-35 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_3/data/wav_codec_ESPnet.5.ark:440934
+3-156393-A-35 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_3/data/wav_codec_ESPnet.5.ark:450955
+3-156558-A-21 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_3/data/wav_codec_ESPnet.5.ark:460976
+3-156581-A-14 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_3/data/wav_codec_ESPnet.5.ark:470997
+3-156581-B-14 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_3/data/wav_codec_ESPnet.5.ark:481018
+3-156907-A-15 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_3/data/wav_codec_ESPnet.5.ark:491039
diff --git a/esc50_test_fold_3/data/wav_codec_ESPnet.6.ark b/esc50_test_fold_3/data/wav_codec_ESPnet.6.ark
new file mode 100644
index 0000000000000000000000000000000000000000..3a7ff47bda6566ba5809097e3928b81b6b1c93ec
Binary files /dev/null and b/esc50_test_fold_3/data/wav_codec_ESPnet.6.ark differ
diff --git a/esc50_test_fold_3/data/wav_codec_ESPnet.6.scp b/esc50_test_fold_3/data/wav_codec_ESPnet.6.scp
new file mode 100644
index 0000000000000000000000000000000000000000..4821d6de5518a1e6bb50ba07022f37e177508135
--- /dev/null
+++ b/esc50_test_fold_3/data/wav_codec_ESPnet.6.scp
@@ -0,0 +1,50 @@
+3-157149-A-10 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_3/data/wav_codec_ESPnet.6.ark:14
+3-157187-A-12 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_3/data/wav_codec_ESPnet.6.ark:10035
+3-157487-A-10 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_3/data/wav_codec_ESPnet.6.ark:20056
+3-157492-A-45 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_3/data/wav_codec_ESPnet.6.ark:30077
+3-157615-A-10 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_3/data/wav_codec_ESPnet.6.ark:40098
+3-157695-A-0 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_3/data/wav_codec_ESPnet.6.ark:50118
+3-158056-A-31 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_3/data/wav_codec_ESPnet.6.ark:60139
+3-158056-B-31 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_3/data/wav_codec_ESPnet.6.ark:70160
+3-158476-A-12 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_3/data/wav_codec_ESPnet.6.ark:80181
+3-159346-A-36 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_3/data/wav_codec_ESPnet.6.ark:90202
+3-159346-B-36 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_3/data/wav_codec_ESPnet.6.ark:100223
+3-159347-A-36 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_3/data/wav_codec_ESPnet.6.ark:110244
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+3-159348-A-36 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_3/data/wav_codec_ESPnet.6.ark:130286
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+3-161010-A-43 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_3/data/wav_codec_ESPnet.6.ark:180390
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+3-163288-A-1 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_3/data/wav_codec_ESPnet.6.ark:210452
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+3-163607-A-13 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_3/data/wav_codec_ESPnet.6.ark:230493
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+3-163727-A-3 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_3/data/wav_codec_ESPnet.6.ark:250534
+3-164120-A-11 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_3/data/wav_codec_ESPnet.6.ark:260555
+3-164216-A-6 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_3/data/wav_codec_ESPnet.6.ark:270575
+3-164216-B-6 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_3/data/wav_codec_ESPnet.6.ark:280595
+3-164216-C-6 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_3/data/wav_codec_ESPnet.6.ark:290615
+3-164592-A-15 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_3/data/wav_codec_ESPnet.6.ark:300636
+3-164593-A-15 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_3/data/wav_codec_ESPnet.6.ark:310657
+3-164594-A-15 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_3/data/wav_codec_ESPnet.6.ark:320678
+3-164595-A-15 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_3/data/wav_codec_ESPnet.6.ark:330699
+3-164630-A-11 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_3/data/wav_codec_ESPnet.6.ark:340720
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+3-165856-A-41 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_3/data/wav_codec_ESPnet.6.ark:360762
+3-166125-A-23 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_3/data/wav_codec_ESPnet.6.ark:370783
+3-166125-B-23 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_3/data/wav_codec_ESPnet.6.ark:380804
+3-166324-A-15 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_3/data/wav_codec_ESPnet.6.ark:390825
+3-166326-A-15 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_3/data/wav_codec_ESPnet.6.ark:400846
+3-166422-A-11 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_3/data/wav_codec_ESPnet.6.ark:410867
+3-166546-A-34 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_3/data/wav_codec_ESPnet.6.ark:420888
+3-166546-B-34 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_3/data/wav_codec_ESPnet.6.ark:430909
+3-167096-A-31 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_3/data/wav_codec_ESPnet.6.ark:440930
+3-169907-A-29 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_3/data/wav_codec_ESPnet.6.ark:450951
+3-170002-A-34 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_3/data/wav_codec_ESPnet.6.ark:460972
+3-170015-A-0 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_3/data/wav_codec_ESPnet.6.ark:470992
+3-170312-A-31 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_3/data/wav_codec_ESPnet.6.ark:481013
+3-170377-A-38 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_3/data/wav_codec_ESPnet.6.ark:491034
diff --git a/esc50_test_fold_3/data/wav_codec_ESPnet.7.ark b/esc50_test_fold_3/data/wav_codec_ESPnet.7.ark
new file mode 100644
index 0000000000000000000000000000000000000000..e8e776cf0cdd29cd71d6a7f8c87c4a2ea687567c
Binary files /dev/null and b/esc50_test_fold_3/data/wav_codec_ESPnet.7.ark differ
diff --git a/esc50_test_fold_3/data/wav_codec_ESPnet.7.scp b/esc50_test_fold_3/data/wav_codec_ESPnet.7.scp
new file mode 100644
index 0000000000000000000000000000000000000000..5a4ff7591a7d4ddad0b48a43eee4bb899aa07750
--- /dev/null
+++ b/esc50_test_fold_3/data/wav_codec_ESPnet.7.scp
@@ -0,0 +1,50 @@
+3-170383-A-38 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_3/data/wav_codec_ESPnet.7.ark:14
+3-170574-A-30 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_3/data/wav_codec_ESPnet.7.ark:10035
+3-170851-A-31 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_3/data/wav_codec_ESPnet.7.ark:20056
+3-171012-A-38 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_3/data/wav_codec_ESPnet.7.ark:30077
+3-171041-A-38 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_3/data/wav_codec_ESPnet.7.ark:40098
+3-171281-A-6 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_3/data/wav_codec_ESPnet.7.ark:50118
+3-171937-A-34 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_3/data/wav_codec_ESPnet.7.ark:60139
+3-172179-A-31 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_3/data/wav_codec_ESPnet.7.ark:70160
+3-172881-A-48 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_3/data/wav_codec_ESPnet.7.ark:80181
+3-172922-A-48 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_3/data/wav_codec_ESPnet.7.ark:90202
+3-174840-A-43 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_3/data/wav_codec_ESPnet.7.ark:100223
+3-174866-A-29 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_3/data/wav_codec_ESPnet.7.ark:110244
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+3-177083-A-22 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_3/data/wav_codec_ESPnet.7.ark:130286
+3-178096-A-6 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_3/data/wav_codec_ESPnet.7.ark:140306
+3-180147-A-30 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_3/data/wav_codec_ESPnet.7.ark:150327
+3-180256-A-0 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_3/data/wav_codec_ESPnet.7.ark:160347
+3-180977-A-0 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_3/data/wav_codec_ESPnet.7.ark:170367
+3-181132-A-14 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_3/data/wav_codec_ESPnet.7.ark:180388
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+3-182023-A-30 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_3/data/wav_codec_ESPnet.7.ark:200430
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+3-182710-B-35 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_3/data/wav_codec_ESPnet.7.ark:230493
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+3-185456-A-29 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_3/data/wav_codec_ESPnet.7.ark:250535
+3-187549-A-6 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_3/data/wav_codec_ESPnet.7.ark:260555
+3-187549-B-6 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_3/data/wav_codec_ESPnet.7.ark:270575
+3-187710-A-11 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_3/data/wav_codec_ESPnet.7.ark:280596
+3-188390-A-6 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_3/data/wav_codec_ESPnet.7.ark:290616
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+3-193767-A-47 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_3/data/wav_codec_ESPnet.7.ark:310658
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+3-197435-B-22 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_3/data/wav_codec_ESPnet.7.ark:360760
+3-203371-A-39 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_3/data/wav_codec_ESPnet.7.ark:370781
+3-203373-A-39 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_3/data/wav_codec_ESPnet.7.ark:380802
+3-203374-A-39 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_3/data/wav_codec_ESPnet.7.ark:390823
+3-203375-A-39 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_3/data/wav_codec_ESPnet.7.ark:400844
+3-203377-A-39 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_3/data/wav_codec_ESPnet.7.ark:410865
+3-20861-A-8 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_3/data/wav_codec_ESPnet.7.ark:420884
+3-208820-A-49 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_3/data/wav_codec_ESPnet.7.ark:430905
+3-216280-A-39 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_3/data/wav_codec_ESPnet.7.ark:440926
+3-216281-A-39 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_3/data/wav_codec_ESPnet.7.ark:450947
+3-216284-A-39 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_3/data/wav_codec_ESPnet.7.ark:460968
+3-233151-A-2 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_3/data/wav_codec_ESPnet.7.ark:470988
+3-243726-A-43 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_3/data/wav_codec_ESPnet.7.ark:481009
+3-246513-A-16 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_3/data/wav_codec_ESPnet.7.ark:491030
diff --git a/esc50_test_fold_3/data/wav_codec_ESPnet.8.ark b/esc50_test_fold_3/data/wav_codec_ESPnet.8.ark
new file mode 100644
index 0000000000000000000000000000000000000000..e18824ee0ee1f7a2bfa095b1ea98f7ab6489a175
Binary files /dev/null and b/esc50_test_fold_3/data/wav_codec_ESPnet.8.ark differ
diff --git a/esc50_test_fold_3/data/wav_codec_ESPnet.8.scp b/esc50_test_fold_3/data/wav_codec_ESPnet.8.scp
new file mode 100644
index 0000000000000000000000000000000000000000..5bb399cd14fc50aec228228b3223b88ae48af4c6
--- /dev/null
+++ b/esc50_test_fold_3/data/wav_codec_ESPnet.8.scp
@@ -0,0 +1,50 @@
+3-246513-B-16 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_3/data/wav_codec_ESPnet.8.ark:14
+3-249913-A-25 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_3/data/wav_codec_ESPnet.8.ark:10035
+3-251617-A-48 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_3/data/wav_codec_ESPnet.8.ark:20056
+3-253081-A-2 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_3/data/wav_codec_ESPnet.8.ark:30076
+3-253084-A-2 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_3/data/wav_codec_ESPnet.8.ark:40096
+3-253084-B-2 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_3/data/wav_codec_ESPnet.8.ark:50116
+3-253084-C-2 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_3/data/wav_codec_ESPnet.8.ark:60136
+3-253084-D-2 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_3/data/wav_codec_ESPnet.8.ark:70156
+3-253084-E-2 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_3/data/wav_codec_ESPnet.8.ark:80176
+3-257858-A-2 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_3/data/wav_codec_ESPnet.8.ark:90196
+3-259622-A-44 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_3/data/wav_codec_ESPnet.8.ark:100217
+3-51376-A-42 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_3/data/wav_codec_ESPnet.8.ark:110237
+3-51731-A-42 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_3/data/wav_codec_ESPnet.8.ark:120257
+3-51731-B-42 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_3/data/wav_codec_ESPnet.8.ark:130277
+3-51909-A-42 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_3/data/wav_codec_ESPnet.8.ark:140297
+3-51909-B-42 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_3/data/wav_codec_ESPnet.8.ark:150317
+3-58772-A-42 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_3/data/wav_codec_ESPnet.8.ark:160337
+3-62878-A-42 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_3/data/wav_codec_ESPnet.8.ark:170357
+3-62878-B-42 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_3/data/wav_codec_ESPnet.8.ark:180377
+3-65748-A-12 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_3/data/wav_codec_ESPnet.8.ark:190397
+3-68630-A-40 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_3/data/wav_codec_ESPnet.8.ark:200417
+3-68630-B-40 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_3/data/wav_codec_ESPnet.8.ark:210437
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diff --git a/esc50_test_fold_3/index_files/wav.scp b/esc50_test_fold_3/index_files/wav.scp
new file mode 100644
index 0000000000000000000000000000000000000000..d7d59b07a1fc60d6e34e5601974d925f20a09e63
--- /dev/null
+++ b/esc50_test_fold_3/index_files/wav.scp
@@ -0,0 +1,400 @@
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+3-87936-A-46 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_3/data/wav_codec_ESPnet.8.ark:300610
+3-87936-B-46 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_3/data/wav_codec_ESPnet.8.ark:310630
+3-92637-A-18 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_3/data/wav_codec_ESPnet.8.ark:320650
+3-93010-A-18 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_3/data/wav_codec_ESPnet.8.ark:330670
+3-94342-A-25 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_3/data/wav_codec_ESPnet.8.ark:340690
+3-94343-A-25 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_3/data/wav_codec_ESPnet.8.ark:350710
+3-94344-A-25 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_3/data/wav_codec_ESPnet.8.ark:360730
+3-94355-A-33 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_3/data/wav_codec_ESPnet.8.ark:370750
+3-95694-A-5 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_3/data/wav_codec_ESPnet.8.ark:380769
+3-95695-A-5 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_3/data/wav_codec_ESPnet.8.ark:390788
+3-95695-B-5 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_3/data/wav_codec_ESPnet.8.ark:400807
+3-95697-A-5 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_3/data/wav_codec_ESPnet.8.ark:410826
+3-95698-A-5 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_3/data/wav_codec_ESPnet.8.ark:420845
+3-96606-A-49 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_3/data/wav_codec_ESPnet.8.ark:430865
+3-96606-B-49 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_3/data/wav_codec_ESPnet.8.ark:440885
+3-97909-A-49 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_3/data/wav_codec_ESPnet.8.ark:450905
+3-97909-B-49 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_3/data/wav_codec_ESPnet.8.ark:460925
+3-98193-A-46 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_3/data/wav_codec_ESPnet.8.ark:470945
+3-98771-A-18 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_3/data/wav_codec_ESPnet.8.ark:480965
+3-98869-A-46 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_3/data/wav_codec_ESPnet.8.ark:490985
diff --git a/esc50_test_fold_3/logdir/codec_dump_ESPnet.1.log b/esc50_test_fold_3/logdir/codec_dump_ESPnet.1.log
new file mode 100644
index 0000000000000000000000000000000000000000..10012ac37d7605c6a87fe4ea697af3642c24d07a
--- /dev/null
+++ b/esc50_test_fold_3/logdir/codec_dump_ESPnet.1.log
@@ -0,0 +1,14 @@
+# python3 pyscripts/feats/dump_codec.py --codec_choice ESPnet --codec_fs 16000 --batch_size 5 --bias 0 --dump_audio false --rank 1 --vocab_file dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_3/token_lists/codec_token_list --wav_wspecifier ark,scp:dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_3/data/wav_resyn_ESPnet.1.ark,dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_3/data/wav_resyn_ESPnet.1.scp --checkpoint_path null --config_path null --hf_model_tag espnet/mls-multi_soundstream_16k scp:dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_3/logdir/wav.1.scp ark,scp:dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_3/data/wav_codec_ESPnet.1.ark,dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_3/data/wav_codec_ESPnet.1.scp 
+# Started at Fri Oct 11 09:47:51 EDT 2024
+#
+2024-10-11 09:47:53 | INFO | dump_codec | build with codec_choice: ESPnet
+
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+2024-10-11 09:48:01 | INFO | root | config file: /ocean/projects/cis210027p/swang26/miniconda3/envs/espnet_codec_robustness/lib/python3.10/site-packages/espnet_model_zoo/models--espnet--mls-multi_soundstream_16k/snapshots/74dc5ec297a04ee035e61c66d8821195ec49f462/exp/codec_mls_multi_soundstream4_large_v1.1/config.yaml
+/ocean/projects/cis210027p/swang26/miniconda3/envs/espnet_codec_robustness/lib/python3.10/site-packages/torch/nn/utils/weight_norm.py:28: UserWarning: torch.nn.utils.weight_norm is deprecated in favor of torch.nn.utils.parametrizations.weight_norm.
+  warnings.warn("torch.nn.utils.weight_norm is deprecated in favor of torch.nn.utils.parametrizations.weight_norm.")
+/ocean/projects/cis210027p/swang26/miniconda3/envs/espnet_codec_robustness/lib/python3.10/site-packages/librosa/util/decorators.py:88: UserWarning: Empty filters detected in mel frequency basis. Some channels will produce empty responses. Try increasing your sampling rate (and fmax) or reducing n_mels.
+  return f(*args, **kwargs)
+/ocean/projects/cis210027p/swang26/miniconda3/envs/espnet_codec_robustness/lib/python3.10/site-packages/torch/nn/modules/conv.py:306: UserWarning: Applied workaround for CuDNN issue, install nvrtc.so (Triggered internally at ../aten/src/ATen/native/cudnn/Conv_v8.cpp:84.)
+  return F.conv1d(input, weight, bias, self.stride,
+# Accounting: time=15 threads=1
+# Ended (code 0) at Fri Oct 11 09:48:06 EDT 2024, elapsed time 15 seconds
diff --git a/esc50_test_fold_3/logdir/codec_dump_ESPnet.2.log b/esc50_test_fold_3/logdir/codec_dump_ESPnet.2.log
new file mode 100644
index 0000000000000000000000000000000000000000..6c063407981ba7e71aa45b706b464a3859e6ff34
--- /dev/null
+++ b/esc50_test_fold_3/logdir/codec_dump_ESPnet.2.log
@@ -0,0 +1,14 @@
+# python3 pyscripts/feats/dump_codec.py --codec_choice ESPnet --codec_fs 16000 --batch_size 5 --bias 0 --dump_audio false --rank 2 --vocab_file dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_3/token_lists/codec_token_list --wav_wspecifier ark,scp:dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_3/data/wav_resyn_ESPnet.2.ark,dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_3/data/wav_resyn_ESPnet.2.scp --checkpoint_path null --config_path null --hf_model_tag espnet/mls-multi_soundstream_16k scp:dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_3/logdir/wav.2.scp ark,scp:dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_3/data/wav_codec_ESPnet.2.ark,dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_3/data/wav_codec_ESPnet.2.scp 
+# Started at Fri Oct 11 09:47:51 EDT 2024
+#
+2024-10-11 09:47:53 | INFO | dump_codec | build with codec_choice: ESPnet
+
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+2024-10-11 09:48:01 | INFO | root | config file: /ocean/projects/cis210027p/swang26/miniconda3/envs/espnet_codec_robustness/lib/python3.10/site-packages/espnet_model_zoo/models--espnet--mls-multi_soundstream_16k/snapshots/74dc5ec297a04ee035e61c66d8821195ec49f462/exp/codec_mls_multi_soundstream4_large_v1.1/config.yaml
+/ocean/projects/cis210027p/swang26/miniconda3/envs/espnet_codec_robustness/lib/python3.10/site-packages/torch/nn/utils/weight_norm.py:28: UserWarning: torch.nn.utils.weight_norm is deprecated in favor of torch.nn.utils.parametrizations.weight_norm.
+  warnings.warn("torch.nn.utils.weight_norm is deprecated in favor of torch.nn.utils.parametrizations.weight_norm.")
+/ocean/projects/cis210027p/swang26/miniconda3/envs/espnet_codec_robustness/lib/python3.10/site-packages/librosa/util/decorators.py:88: UserWarning: Empty filters detected in mel frequency basis. Some channels will produce empty responses. Try increasing your sampling rate (and fmax) or reducing n_mels.
+  return f(*args, **kwargs)
+/ocean/projects/cis210027p/swang26/miniconda3/envs/espnet_codec_robustness/lib/python3.10/site-packages/torch/nn/modules/conv.py:306: UserWarning: Applied workaround for CuDNN issue, install nvrtc.so (Triggered internally at ../aten/src/ATen/native/cudnn/Conv_v8.cpp:84.)
+  return F.conv1d(input, weight, bias, self.stride,
+# Accounting: time=15 threads=1
+# Ended (code 0) at Fri Oct 11 09:48:06 EDT 2024, elapsed time 15 seconds
diff --git a/esc50_test_fold_3/logdir/codec_dump_ESPnet.3.log b/esc50_test_fold_3/logdir/codec_dump_ESPnet.3.log
new file mode 100644
index 0000000000000000000000000000000000000000..66bf4c724abec239353d6e17c19cfd0182ecda4b
--- /dev/null
+++ b/esc50_test_fold_3/logdir/codec_dump_ESPnet.3.log
@@ -0,0 +1,14 @@
+# python3 pyscripts/feats/dump_codec.py --codec_choice ESPnet --codec_fs 16000 --batch_size 5 --bias 0 --dump_audio false --rank 3 --vocab_file dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_3/token_lists/codec_token_list --wav_wspecifier ark,scp:dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_3/data/wav_resyn_ESPnet.3.ark,dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_3/data/wav_resyn_ESPnet.3.scp --checkpoint_path null --config_path null --hf_model_tag espnet/mls-multi_soundstream_16k scp:dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_3/logdir/wav.3.scp ark,scp:dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_3/data/wav_codec_ESPnet.3.ark,dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_3/data/wav_codec_ESPnet.3.scp 
+# Started at Fri Oct 11 09:47:51 EDT 2024
+#
+2024-10-11 09:47:53 | INFO | dump_codec | build with codec_choice: ESPnet
+
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+2024-10-11 09:48:01 | INFO | root | config file: /ocean/projects/cis210027p/swang26/miniconda3/envs/espnet_codec_robustness/lib/python3.10/site-packages/espnet_model_zoo/models--espnet--mls-multi_soundstream_16k/snapshots/74dc5ec297a04ee035e61c66d8821195ec49f462/exp/codec_mls_multi_soundstream4_large_v1.1/config.yaml
+/ocean/projects/cis210027p/swang26/miniconda3/envs/espnet_codec_robustness/lib/python3.10/site-packages/torch/nn/utils/weight_norm.py:28: UserWarning: torch.nn.utils.weight_norm is deprecated in favor of torch.nn.utils.parametrizations.weight_norm.
+  warnings.warn("torch.nn.utils.weight_norm is deprecated in favor of torch.nn.utils.parametrizations.weight_norm.")
+/ocean/projects/cis210027p/swang26/miniconda3/envs/espnet_codec_robustness/lib/python3.10/site-packages/librosa/util/decorators.py:88: UserWarning: Empty filters detected in mel frequency basis. Some channels will produce empty responses. Try increasing your sampling rate (and fmax) or reducing n_mels.
+  return f(*args, **kwargs)
+/ocean/projects/cis210027p/swang26/miniconda3/envs/espnet_codec_robustness/lib/python3.10/site-packages/torch/nn/modules/conv.py:306: UserWarning: Applied workaround for CuDNN issue, install nvrtc.so (Triggered internally at ../aten/src/ATen/native/cudnn/Conv_v8.cpp:84.)
+  return F.conv1d(input, weight, bias, self.stride,
+# Accounting: time=15 threads=1
+# Ended (code 0) at Fri Oct 11 09:48:06 EDT 2024, elapsed time 15 seconds
diff --git a/esc50_test_fold_3/logdir/codec_dump_ESPnet.4.log b/esc50_test_fold_3/logdir/codec_dump_ESPnet.4.log
new file mode 100644
index 0000000000000000000000000000000000000000..ee982e18557fb718c13bf9794a2db93e2b93ea3a
--- /dev/null
+++ b/esc50_test_fold_3/logdir/codec_dump_ESPnet.4.log
@@ -0,0 +1,14 @@
+# python3 pyscripts/feats/dump_codec.py --codec_choice ESPnet --codec_fs 16000 --batch_size 5 --bias 0 --dump_audio false --rank 4 --vocab_file dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_3/token_lists/codec_token_list --wav_wspecifier ark,scp:dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_3/data/wav_resyn_ESPnet.4.ark,dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_3/data/wav_resyn_ESPnet.4.scp --checkpoint_path null --config_path null --hf_model_tag espnet/mls-multi_soundstream_16k scp:dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_3/logdir/wav.4.scp ark,scp:dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_3/data/wav_codec_ESPnet.4.ark,dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_3/data/wav_codec_ESPnet.4.scp 
+# Started at Fri Oct 11 09:47:51 EDT 2024
+#
+2024-10-11 09:47:53 | INFO | dump_codec | build with codec_choice: ESPnet
+
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+2024-10-11 09:48:01 | INFO | root | config file: /ocean/projects/cis210027p/swang26/miniconda3/envs/espnet_codec_robustness/lib/python3.10/site-packages/espnet_model_zoo/models--espnet--mls-multi_soundstream_16k/snapshots/74dc5ec297a04ee035e61c66d8821195ec49f462/exp/codec_mls_multi_soundstream4_large_v1.1/config.yaml
+/ocean/projects/cis210027p/swang26/miniconda3/envs/espnet_codec_robustness/lib/python3.10/site-packages/torch/nn/utils/weight_norm.py:28: UserWarning: torch.nn.utils.weight_norm is deprecated in favor of torch.nn.utils.parametrizations.weight_norm.
+  warnings.warn("torch.nn.utils.weight_norm is deprecated in favor of torch.nn.utils.parametrizations.weight_norm.")
+/ocean/projects/cis210027p/swang26/miniconda3/envs/espnet_codec_robustness/lib/python3.10/site-packages/librosa/util/decorators.py:88: UserWarning: Empty filters detected in mel frequency basis. Some channels will produce empty responses. Try increasing your sampling rate (and fmax) or reducing n_mels.
+  return f(*args, **kwargs)
+/ocean/projects/cis210027p/swang26/miniconda3/envs/espnet_codec_robustness/lib/python3.10/site-packages/torch/nn/modules/conv.py:306: UserWarning: Applied workaround for CuDNN issue, install nvrtc.so (Triggered internally at ../aten/src/ATen/native/cudnn/Conv_v8.cpp:84.)
+  return F.conv1d(input, weight, bias, self.stride,
+# Accounting: time=15 threads=1
+# Ended (code 0) at Fri Oct 11 09:48:06 EDT 2024, elapsed time 15 seconds
diff --git a/esc50_test_fold_3/logdir/codec_dump_ESPnet.5.log b/esc50_test_fold_3/logdir/codec_dump_ESPnet.5.log
new file mode 100644
index 0000000000000000000000000000000000000000..2dc3b3455270bf6868f1a42a8e7c33722b531c08
--- /dev/null
+++ b/esc50_test_fold_3/logdir/codec_dump_ESPnet.5.log
@@ -0,0 +1,14 @@
+# python3 pyscripts/feats/dump_codec.py --codec_choice ESPnet --codec_fs 16000 --batch_size 5 --bias 0 --dump_audio false --rank 5 --vocab_file dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_3/token_lists/codec_token_list --wav_wspecifier ark,scp:dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_3/data/wav_resyn_ESPnet.5.ark,dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_3/data/wav_resyn_ESPnet.5.scp --checkpoint_path null --config_path null --hf_model_tag espnet/mls-multi_soundstream_16k scp:dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_3/logdir/wav.5.scp ark,scp:dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_3/data/wav_codec_ESPnet.5.ark,dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_3/data/wav_codec_ESPnet.5.scp 
+# Started at Fri Oct 11 09:48:06 EDT 2024
+#
+2024-10-11 09:48:07 | INFO | dump_codec | build with codec_choice: ESPnet
+
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+2024-10-11 09:48:15 | INFO | root | config file: /ocean/projects/cis210027p/swang26/miniconda3/envs/espnet_codec_robustness/lib/python3.10/site-packages/espnet_model_zoo/models--espnet--mls-multi_soundstream_16k/snapshots/74dc5ec297a04ee035e61c66d8821195ec49f462/exp/codec_mls_multi_soundstream4_large_v1.1/config.yaml
+/ocean/projects/cis210027p/swang26/miniconda3/envs/espnet_codec_robustness/lib/python3.10/site-packages/torch/nn/utils/weight_norm.py:28: UserWarning: torch.nn.utils.weight_norm is deprecated in favor of torch.nn.utils.parametrizations.weight_norm.
+  warnings.warn("torch.nn.utils.weight_norm is deprecated in favor of torch.nn.utils.parametrizations.weight_norm.")
+/ocean/projects/cis210027p/swang26/miniconda3/envs/espnet_codec_robustness/lib/python3.10/site-packages/librosa/util/decorators.py:88: UserWarning: Empty filters detected in mel frequency basis. Some channels will produce empty responses. Try increasing your sampling rate (and fmax) or reducing n_mels.
+  return f(*args, **kwargs)
+/ocean/projects/cis210027p/swang26/miniconda3/envs/espnet_codec_robustness/lib/python3.10/site-packages/torch/nn/modules/conv.py:306: UserWarning: Applied workaround for CuDNN issue, install nvrtc.so (Triggered internally at ../aten/src/ATen/native/cudnn/Conv_v8.cpp:84.)
+  return F.conv1d(input, weight, bias, self.stride,
+# Accounting: time=12 threads=1
+# Ended (code 0) at Fri Oct 11 09:48:18 EDT 2024, elapsed time 12 seconds
diff --git a/esc50_test_fold_3/logdir/codec_dump_ESPnet.6.log b/esc50_test_fold_3/logdir/codec_dump_ESPnet.6.log
new file mode 100644
index 0000000000000000000000000000000000000000..aa7461325de44e4f3f558f8b30bc36dcc81ec936
--- /dev/null
+++ b/esc50_test_fold_3/logdir/codec_dump_ESPnet.6.log
@@ -0,0 +1,14 @@
+# python3 pyscripts/feats/dump_codec.py --codec_choice ESPnet --codec_fs 16000 --batch_size 5 --bias 0 --dump_audio false --rank 6 --vocab_file dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_3/token_lists/codec_token_list --wav_wspecifier ark,scp:dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_3/data/wav_resyn_ESPnet.6.ark,dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_3/data/wav_resyn_ESPnet.6.scp --checkpoint_path null --config_path null --hf_model_tag espnet/mls-multi_soundstream_16k scp:dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_3/logdir/wav.6.scp ark,scp:dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_3/data/wav_codec_ESPnet.6.ark,dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_3/data/wav_codec_ESPnet.6.scp 
+# Started at Fri Oct 11 09:48:06 EDT 2024
+#
+2024-10-11 09:48:07 | INFO | dump_codec | build with codec_choice: ESPnet
+
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+2024-10-11 09:48:16 | INFO | root | config file: /ocean/projects/cis210027p/swang26/miniconda3/envs/espnet_codec_robustness/lib/python3.10/site-packages/espnet_model_zoo/models--espnet--mls-multi_soundstream_16k/snapshots/74dc5ec297a04ee035e61c66d8821195ec49f462/exp/codec_mls_multi_soundstream4_large_v1.1/config.yaml
+/ocean/projects/cis210027p/swang26/miniconda3/envs/espnet_codec_robustness/lib/python3.10/site-packages/torch/nn/utils/weight_norm.py:28: UserWarning: torch.nn.utils.weight_norm is deprecated in favor of torch.nn.utils.parametrizations.weight_norm.
+  warnings.warn("torch.nn.utils.weight_norm is deprecated in favor of torch.nn.utils.parametrizations.weight_norm.")
+/ocean/projects/cis210027p/swang26/miniconda3/envs/espnet_codec_robustness/lib/python3.10/site-packages/librosa/util/decorators.py:88: UserWarning: Empty filters detected in mel frequency basis. Some channels will produce empty responses. Try increasing your sampling rate (and fmax) or reducing n_mels.
+  return f(*args, **kwargs)
+/ocean/projects/cis210027p/swang26/miniconda3/envs/espnet_codec_robustness/lib/python3.10/site-packages/torch/nn/modules/conv.py:306: UserWarning: Applied workaround for CuDNN issue, install nvrtc.so (Triggered internally at ../aten/src/ATen/native/cudnn/Conv_v8.cpp:84.)
+  return F.conv1d(input, weight, bias, self.stride,
+# Accounting: time=14 threads=1
+# Ended (code 0) at Fri Oct 11 09:48:20 EDT 2024, elapsed time 14 seconds
diff --git a/esc50_test_fold_3/logdir/codec_dump_ESPnet.7.log b/esc50_test_fold_3/logdir/codec_dump_ESPnet.7.log
new file mode 100644
index 0000000000000000000000000000000000000000..d25d82ac8a0ad58861c74fbe7466abc55b8e6949
--- /dev/null
+++ b/esc50_test_fold_3/logdir/codec_dump_ESPnet.7.log
@@ -0,0 +1,14 @@
+# python3 pyscripts/feats/dump_codec.py --codec_choice ESPnet --codec_fs 16000 --batch_size 5 --bias 0 --dump_audio false --rank 7 --vocab_file dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_3/token_lists/codec_token_list --wav_wspecifier ark,scp:dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_3/data/wav_resyn_ESPnet.7.ark,dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_3/data/wav_resyn_ESPnet.7.scp --checkpoint_path null --config_path null --hf_model_tag espnet/mls-multi_soundstream_16k scp:dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_3/logdir/wav.7.scp ark,scp:dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_3/data/wav_codec_ESPnet.7.ark,dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_3/data/wav_codec_ESPnet.7.scp 
+# Started at Fri Oct 11 09:48:06 EDT 2024
+#
+2024-10-11 09:48:07 | INFO | dump_codec | build with codec_choice: ESPnet
+
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+2024-10-11 09:48:16 | INFO | root | config file: /ocean/projects/cis210027p/swang26/miniconda3/envs/espnet_codec_robustness/lib/python3.10/site-packages/espnet_model_zoo/models--espnet--mls-multi_soundstream_16k/snapshots/74dc5ec297a04ee035e61c66d8821195ec49f462/exp/codec_mls_multi_soundstream4_large_v1.1/config.yaml
+/ocean/projects/cis210027p/swang26/miniconda3/envs/espnet_codec_robustness/lib/python3.10/site-packages/torch/nn/utils/weight_norm.py:28: UserWarning: torch.nn.utils.weight_norm is deprecated in favor of torch.nn.utils.parametrizations.weight_norm.
+  warnings.warn("torch.nn.utils.weight_norm is deprecated in favor of torch.nn.utils.parametrizations.weight_norm.")
+/ocean/projects/cis210027p/swang26/miniconda3/envs/espnet_codec_robustness/lib/python3.10/site-packages/librosa/util/decorators.py:88: UserWarning: Empty filters detected in mel frequency basis. Some channels will produce empty responses. Try increasing your sampling rate (and fmax) or reducing n_mels.
+  return f(*args, **kwargs)
+/ocean/projects/cis210027p/swang26/miniconda3/envs/espnet_codec_robustness/lib/python3.10/site-packages/torch/nn/modules/conv.py:306: UserWarning: Applied workaround for CuDNN issue, install nvrtc.so (Triggered internally at ../aten/src/ATen/native/cudnn/Conv_v8.cpp:84.)
+  return F.conv1d(input, weight, bias, self.stride,
+# Accounting: time=14 threads=1
+# Ended (code 0) at Fri Oct 11 09:48:20 EDT 2024, elapsed time 14 seconds
diff --git a/esc50_test_fold_3/logdir/codec_dump_ESPnet.8.log b/esc50_test_fold_3/logdir/codec_dump_ESPnet.8.log
new file mode 100644
index 0000000000000000000000000000000000000000..0fceb9ee88ed40529f1f242a8b09d43bb0bc7426
--- /dev/null
+++ b/esc50_test_fold_3/logdir/codec_dump_ESPnet.8.log
@@ -0,0 +1,14 @@
+# python3 pyscripts/feats/dump_codec.py --codec_choice ESPnet --codec_fs 16000 --batch_size 5 --bias 0 --dump_audio false --rank 8 --vocab_file dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_3/token_lists/codec_token_list --wav_wspecifier ark,scp:dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_3/data/wav_resyn_ESPnet.8.ark,dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_3/data/wav_resyn_ESPnet.8.scp --checkpoint_path null --config_path null --hf_model_tag espnet/mls-multi_soundstream_16k scp:dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_3/logdir/wav.8.scp ark,scp:dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_3/data/wav_codec_ESPnet.8.ark,dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_3/data/wav_codec_ESPnet.8.scp 
+# Started at Fri Oct 11 09:48:06 EDT 2024
+#
+2024-10-11 09:48:07 | INFO | dump_codec | build with codec_choice: ESPnet
+
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+2024-10-11 09:48:16 | INFO | root | config file: /ocean/projects/cis210027p/swang26/miniconda3/envs/espnet_codec_robustness/lib/python3.10/site-packages/espnet_model_zoo/models--espnet--mls-multi_soundstream_16k/snapshots/74dc5ec297a04ee035e61c66d8821195ec49f462/exp/codec_mls_multi_soundstream4_large_v1.1/config.yaml
+/ocean/projects/cis210027p/swang26/miniconda3/envs/espnet_codec_robustness/lib/python3.10/site-packages/torch/nn/utils/weight_norm.py:28: UserWarning: torch.nn.utils.weight_norm is deprecated in favor of torch.nn.utils.parametrizations.weight_norm.
+  warnings.warn("torch.nn.utils.weight_norm is deprecated in favor of torch.nn.utils.parametrizations.weight_norm.")
+/ocean/projects/cis210027p/swang26/miniconda3/envs/espnet_codec_robustness/lib/python3.10/site-packages/librosa/util/decorators.py:88: UserWarning: Empty filters detected in mel frequency basis. Some channels will produce empty responses. Try increasing your sampling rate (and fmax) or reducing n_mels.
+  return f(*args, **kwargs)
+/ocean/projects/cis210027p/swang26/miniconda3/envs/espnet_codec_robustness/lib/python3.10/site-packages/torch/nn/modules/conv.py:306: UserWarning: Applied workaround for CuDNN issue, install nvrtc.so (Triggered internally at ../aten/src/ATen/native/cudnn/Conv_v8.cpp:84.)
+  return F.conv1d(input, weight, bias, self.stride,
+# Accounting: time=14 threads=1
+# Ended (code 0) at Fri Oct 11 09:48:20 EDT 2024, elapsed time 14 seconds
diff --git a/esc50_test_fold_3/logdir/wav.1.scp b/esc50_test_fold_3/logdir/wav.1.scp
new file mode 100644
index 0000000000000000000000000000000000000000..2460a1092bc4da24e3b9fc971e4ea0545077e72b
--- /dev/null
+++ b/esc50_test_fold_3/logdir/wav.1.scp
@@ -0,0 +1,50 @@
+3-100018-A-18 dump_16000/audio_raw_tts_esc/esc50_test_fold_3/data/format.1/data_wav.ark:14
+3-100024-A-27 dump_16000/audio_raw_tts_esc/esc50_test_fold_3/data/format.1/data_wav.ark:108724
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diff --git a/esc50_test_fold_3/logdir/wav.2.scp b/esc50_test_fold_3/logdir/wav.2.scp
new file mode 100644
index 0000000000000000000000000000000000000000..aa2d964d45d8bcaf178a40e7a4a776604ef4d9f4
--- /dev/null
+++ b/esc50_test_fold_3/logdir/wav.2.scp
@@ -0,0 +1,50 @@
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diff --git a/esc50_test_fold_3/token_lists/codec_token_list b/esc50_test_fold_3/token_lists/codec_token_list
new file mode 100644
index 0000000000000000000000000000000000000000..3d5876836443e4f7353e8f81ecefb829f3745b0c
--- /dev/null
+++ b/esc50_test_fold_3/token_lists/codec_token_list
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diff --git a/esc50_test_fold_3/token_lists/g2p_token_list b/esc50_test_fold_3/token_lists/g2p_token_list
new file mode 100644
index 0000000000000000000000000000000000000000..3bcb315a7fbfe9641d9dea0792ded530a26e9752
--- /dev/null
+++ b/esc50_test_fold_3/token_lists/g2p_token_list
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diff --git a/esc50_test_fold_3/utt2spk b/esc50_test_fold_3/utt2spk
new file mode 100644
index 0000000000000000000000000000000000000000..8ded40c974c98324439e5af741401dd5f17244e2
--- /dev/null
+++ b/esc50_test_fold_3/utt2spk
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diff --git a/esc50_test_fold_3/wav.scp b/esc50_test_fold_3/wav.scp
new file mode 100644
index 0000000000000000000000000000000000000000..d7d59b07a1fc60d6e34e5601974d925f20a09e63
--- /dev/null
+++ b/esc50_test_fold_3/wav.scp
@@ -0,0 +1,400 @@
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+3-93010-A-18 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_3/data/wav_codec_ESPnet.8.ark:330670
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+3-95697-A-5 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_3/data/wav_codec_ESPnet.8.ark:410826
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+3-97909-A-49 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_3/data/wav_codec_ESPnet.8.ark:450905
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+3-98193-A-46 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_3/data/wav_codec_ESPnet.8.ark:470945
+3-98771-A-18 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_3/data/wav_codec_ESPnet.8.ark:480965
+3-98869-A-46 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_3/data/wav_codec_ESPnet.8.ark:490985
diff --git a/esc50_test_fold_4/data.json b/esc50_test_fold_4/data.json
new file mode 100644
index 0000000000000000000000000000000000000000..5ff98d14d68fce966ed43e005cd75d5969e27376
--- /dev/null
+++ b/esc50_test_fold_4/data.json
@@ -0,0 +1,415 @@
+{
+    "task": "tts",
+    "vocabularies": [
+        "dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_4/token_lists/g2p_token_list",
+        "dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_4/token_lists/codec_token_list"
+    ],
+    "data_files": [
+        "dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_4/index_files/text,g2p,text",
+        "dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_4/index_files/utt2spk,spk,text",
+        "dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_4/index_files/wav.scp,codec,kaldi_ark"
+    ],
+    "num_examples": 400,
+    "examples": [
+        "4-102844-A-49",
+        "4-102844-B-49",
+        "4-102844-C-49",
+        "4-102871-A-42",
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+    ]
+}
\ No newline at end of file
diff --git a/esc50_test_fold_4/data/wav_codec_ESPnet.1.ark b/esc50_test_fold_4/data/wav_codec_ESPnet.1.ark
new file mode 100644
index 0000000000000000000000000000000000000000..252394b3c15a5f83df73267c47a689f56fcc13fe
Binary files /dev/null and b/esc50_test_fold_4/data/wav_codec_ESPnet.1.ark differ
diff --git a/esc50_test_fold_4/data/wav_codec_ESPnet.1.scp b/esc50_test_fold_4/data/wav_codec_ESPnet.1.scp
new file mode 100644
index 0000000000000000000000000000000000000000..ec35900f55183311f8cb1f59178efddb17c72356
--- /dev/null
+++ b/esc50_test_fold_4/data/wav_codec_ESPnet.1.scp
@@ -0,0 +1,50 @@
+4-102844-A-49 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_4/data/wav_codec_ESPnet.1.ark:14
+4-102844-B-49 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_4/data/wav_codec_ESPnet.1.ark:10035
+4-102844-C-49 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_4/data/wav_codec_ESPnet.1.ark:20056
+4-102871-A-42 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_4/data/wav_codec_ESPnet.1.ark:30077
+4-107117-A-33 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_4/data/wav_codec_ESPnet.1.ark:40098
+4-107120-A-33 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_4/data/wav_codec_ESPnet.1.ark:50119
+4-107122-A-33 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_4/data/wav_codec_ESPnet.1.ark:60140
+4-108352-A-33 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_4/data/wav_codec_ESPnet.1.ark:70161
+4-111671-A-42 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_4/data/wav_codec_ESPnet.1.ark:80182
+4-111671-B-42 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_4/data/wav_codec_ESPnet.1.ark:90203
+4-117627-A-25 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_4/data/wav_codec_ESPnet.1.ark:100224
+4-117630-A-25 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_4/data/wav_codec_ESPnet.1.ark:110245
+4-119647-A-48 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_4/data/wav_codec_ESPnet.1.ark:120266
+4-119647-B-48 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_4/data/wav_codec_ESPnet.1.ark:130287
+4-119647-C-48 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_4/data/wav_codec_ESPnet.1.ark:140308
+4-119647-D-48 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_4/data/wav_codec_ESPnet.1.ark:150329
+4-119648-A-48 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_4/data/wav_codec_ESPnet.1.ark:160350
+4-119648-B-48 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_4/data/wav_codec_ESPnet.1.ark:170371
+4-119648-C-48 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_4/data/wav_codec_ESPnet.1.ark:180392
+4-119648-D-48 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_4/data/wav_codec_ESPnet.1.ark:190413
+4-119720-A-18 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_4/data/wav_codec_ESPnet.1.ark:200434
+4-120160-A-5 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_4/data/wav_codec_ESPnet.1.ark:210454
+4-121532-A-42 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_4/data/wav_codec_ESPnet.1.ark:220475
+4-123680-A-18 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_4/data/wav_codec_ESPnet.1.ark:230496
+4-125070-A-19 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_4/data/wav_codec_ESPnet.1.ark:240517
+4-125071-A-19 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_4/data/wav_codec_ESPnet.1.ark:250538
+4-125072-A-19 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_4/data/wav_codec_ESPnet.1.ark:260559
+4-125072-B-19 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_4/data/wav_codec_ESPnet.1.ark:270580
+4-125825-A-46 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_4/data/wav_codec_ESPnet.1.ark:280601
+4-125825-B-46 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_4/data/wav_codec_ESPnet.1.ark:290622
+4-125929-A-40 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_4/data/wav_codec_ESPnet.1.ark:300643
+4-126046-A-18 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_4/data/wav_codec_ESPnet.1.ark:310664
+4-126532-A-18 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_4/data/wav_codec_ESPnet.1.ark:320685
+4-128659-A-33 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_4/data/wav_codec_ESPnet.1.ark:330706
+4-130584-A-4 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_4/data/wav_codec_ESPnet.1.ark:340726
+4-130891-A-7 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_4/data/wav_codec_ESPnet.1.ark:350746
+4-132383-A-2 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_4/data/wav_codec_ESPnet.1.ark:360766
+4-132383-B-2 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_4/data/wav_codec_ESPnet.1.ark:370786
+4-132803-A-26 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_4/data/wav_codec_ESPnet.1.ark:380807
+4-132810-A-26 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_4/data/wav_codec_ESPnet.1.ark:390828
+4-132816-A-26 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_4/data/wav_codec_ESPnet.1.ark:400849
+4-132839-A-33 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_4/data/wav_codec_ESPnet.1.ark:410870
+4-133047-A-5 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_4/data/wav_codec_ESPnet.1.ark:420890
+4-133047-B-5 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_4/data/wav_codec_ESPnet.1.ark:430910
+4-133047-C-5 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_4/data/wav_codec_ESPnet.1.ark:440930
+4-133674-A-26 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_4/data/wav_codec_ESPnet.1.ark:450951
+4-133895-A-7 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_4/data/wav_codec_ESPnet.1.ark:460971
+4-135439-A-18 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_4/data/wav_codec_ESPnet.1.ark:470992
+4-136381-A-9 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_4/data/wav_codec_ESPnet.1.ark:481012
+4-138344-A-9 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_4/data/wav_codec_ESPnet.1.ark:491032
diff --git a/esc50_test_fold_4/data/wav_codec_ESPnet.2.ark b/esc50_test_fold_4/data/wav_codec_ESPnet.2.ark
new file mode 100644
index 0000000000000000000000000000000000000000..0bd077ac50fc98b3e2a579a515317326963dd93c
Binary files /dev/null and b/esc50_test_fold_4/data/wav_codec_ESPnet.2.ark differ
diff --git a/esc50_test_fold_4/data/wav_codec_ESPnet.2.scp b/esc50_test_fold_4/data/wav_codec_ESPnet.2.scp
new file mode 100644
index 0000000000000000000000000000000000000000..cd451f970a203cc39da63218d03bad7578c898a1
--- /dev/null
+++ b/esc50_test_fold_4/data/wav_codec_ESPnet.2.scp
@@ -0,0 +1,50 @@
+4-140034-A-46 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_4/data/wav_codec_ESPnet.2.ark:14
+4-141365-A-18 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_4/data/wav_codec_ESPnet.2.ark:10035
+4-143118-A-7 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_4/data/wav_codec_ESPnet.2.ark:20055
+4-143118-B-7 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_4/data/wav_codec_ESPnet.2.ark:30075
+4-144083-A-16 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_4/data/wav_codec_ESPnet.2.ark:40096
+4-144083-B-16 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_4/data/wav_codec_ESPnet.2.ark:50117
+4-144083-C-16 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_4/data/wav_codec_ESPnet.2.ark:60138
+4-144085-A-16 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_4/data/wav_codec_ESPnet.2.ark:70159
+4-144468-A-27 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_4/data/wav_codec_ESPnet.2.ark:80180
+4-144468-B-27 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_4/data/wav_codec_ESPnet.2.ark:90201
+4-145006-A-18 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_4/data/wav_codec_ESPnet.2.ark:100222
+4-145081-A-9 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_4/data/wav_codec_ESPnet.2.ark:110242
+4-146200-A-36 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_4/data/wav_codec_ESPnet.2.ark:120263
+4-147240-A-2 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_4/data/wav_codec_ESPnet.2.ark:130283
+4-147240-B-2 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_4/data/wav_codec_ESPnet.2.ark:140303
+4-147657-A-46 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_4/data/wav_codec_ESPnet.2.ark:150324
+4-147658-A-46 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_4/data/wav_codec_ESPnet.2.ark:160345
+4-149294-A-41 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_4/data/wav_codec_ESPnet.2.ark:170366
+4-149294-B-41 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_4/data/wav_codec_ESPnet.2.ark:180387
+4-149940-A-5 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_4/data/wav_codec_ESPnet.2.ark:190407
+4-149940-B-5 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_4/data/wav_codec_ESPnet.2.ark:200427
+4-150364-A-46 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_4/data/wav_codec_ESPnet.2.ark:210448
+4-150364-B-46 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_4/data/wav_codec_ESPnet.2.ark:220469
+4-151242-A-37 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_4/data/wav_codec_ESPnet.2.ark:230490
+4-152958-A-18 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_4/data/wav_codec_ESPnet.2.ark:240511
+4-152995-A-24 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_4/data/wav_codec_ESPnet.2.ark:250532
+4-154405-A-27 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_4/data/wav_codec_ESPnet.2.ark:260553
+4-154405-B-27 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_4/data/wav_codec_ESPnet.2.ark:270574
+4-154443-A-24 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_4/data/wav_codec_ESPnet.2.ark:280595
+4-154793-A-4 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_4/data/wav_codec_ESPnet.2.ark:290615
+4-155650-A-24 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_4/data/wav_codec_ESPnet.2.ark:300636
+4-155650-B-24 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_4/data/wav_codec_ESPnet.2.ark:310657
+4-155670-A-26 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_4/data/wav_codec_ESPnet.2.ark:320678
+4-156227-A-9 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_4/data/wav_codec_ESPnet.2.ark:330698
+4-156827-A-46 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_4/data/wav_codec_ESPnet.2.ark:340719
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+4-156844-A-21 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_4/data/wav_codec_ESPnet.2.ark:360761
+4-156993-A-19 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_4/data/wav_codec_ESPnet.2.ark:370782
+4-157296-A-24 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_4/data/wav_codec_ESPnet.2.ark:380803
+4-157297-A-21 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_4/data/wav_codec_ESPnet.2.ark:390824
+4-157611-A-41 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_4/data/wav_codec_ESPnet.2.ark:400845
+4-157611-B-41 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_4/data/wav_codec_ESPnet.2.ark:410866
+4-158653-A-32 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_4/data/wav_codec_ESPnet.2.ark:420887
+4-159426-A-9 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_4/data/wav_codec_ESPnet.2.ark:430907
+4-159609-A-14 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_4/data/wav_codec_ESPnet.2.ark:440928
+4-159609-B-14 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_4/data/wav_codec_ESPnet.2.ark:450949
+4-160036-A-33 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_4/data/wav_codec_ESPnet.2.ark:460970
+4-160036-B-33 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_4/data/wav_codec_ESPnet.2.ark:470991
+4-160999-A-10 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_4/data/wav_codec_ESPnet.2.ark:481012
+4-161099-A-47 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_4/data/wav_codec_ESPnet.2.ark:491033
diff --git a/esc50_test_fold_4/data/wav_codec_ESPnet.3.ark b/esc50_test_fold_4/data/wav_codec_ESPnet.3.ark
new file mode 100644
index 0000000000000000000000000000000000000000..b718ca03e9229ca1a5d958c32a64bd4ae56c99be
Binary files /dev/null and b/esc50_test_fold_4/data/wav_codec_ESPnet.3.ark differ
diff --git a/esc50_test_fold_4/data/wav_codec_ESPnet.3.scp b/esc50_test_fold_4/data/wav_codec_ESPnet.3.scp
new file mode 100644
index 0000000000000000000000000000000000000000..75bff88586b70af9ffad25a0ecb092fd0cb46b4c
--- /dev/null
+++ b/esc50_test_fold_4/data/wav_codec_ESPnet.3.scp
@@ -0,0 +1,50 @@
+4-161099-B-47 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_4/data/wav_codec_ESPnet.3.ark:14
+4-161100-A-47 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_4/data/wav_codec_ESPnet.3.ark:10035
+4-161103-A-47 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_4/data/wav_codec_ESPnet.3.ark:20056
+4-161105-A-47 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_4/data/wav_codec_ESPnet.3.ark:30077
+4-161105-B-47 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_4/data/wav_codec_ESPnet.3.ark:40098
+4-161127-A-10 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_4/data/wav_codec_ESPnet.3.ark:50119
+4-161303-A-5 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_4/data/wav_codec_ESPnet.3.ark:60139
+4-161303-B-5 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_4/data/wav_codec_ESPnet.3.ark:70159
+4-161519-A-19 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_4/data/wav_codec_ESPnet.3.ark:80180
+4-161579-A-40 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_4/data/wav_codec_ESPnet.3.ark:90201
+4-161579-B-40 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_4/data/wav_codec_ESPnet.3.ark:100222
+4-163264-A-10 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_4/data/wav_codec_ESPnet.3.ark:110243
+4-163606-A-16 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_4/data/wav_codec_ESPnet.3.ark:120264
+4-163608-B-16 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_4/data/wav_codec_ESPnet.3.ark:130285
+4-163609-A-16 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_4/data/wav_codec_ESPnet.3.ark:140306
+4-163609-B-16 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_4/data/wav_codec_ESPnet.3.ark:150327
+4-163697-A-13 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_4/data/wav_codec_ESPnet.3.ark:160348
+4-164021-A-1 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_4/data/wav_codec_ESPnet.3.ark:170368
+4-164064-A-1 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_4/data/wav_codec_ESPnet.3.ark:180388
+4-164064-B-1 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_4/data/wav_codec_ESPnet.3.ark:190408
+4-164064-C-1 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_4/data/wav_codec_ESPnet.3.ark:200428
+4-164206-A-10 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_4/data/wav_codec_ESPnet.3.ark:210449
+4-164243-A-26 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_4/data/wav_codec_ESPnet.3.ark:220470
+4-164661-A-12 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_4/data/wav_codec_ESPnet.3.ark:230491
+4-164661-B-12 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_4/data/wav_codec_ESPnet.3.ark:240512
+4-164859-A-1 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_4/data/wav_codec_ESPnet.3.ark:250532
+4-165606-A-45 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_4/data/wav_codec_ESPnet.3.ark:260553
+4-165791-A-45 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_4/data/wav_codec_ESPnet.3.ark:270574
+4-165791-B-45 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_4/data/wav_codec_ESPnet.3.ark:280595
+4-165813-A-19 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_4/data/wav_codec_ESPnet.3.ark:290616
+4-165813-B-19 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_4/data/wav_codec_ESPnet.3.ark:300637
+4-165823-A-41 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_4/data/wav_codec_ESPnet.3.ark:310658
+4-165823-B-41 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_4/data/wav_codec_ESPnet.3.ark:320679
+4-165845-A-45 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_4/data/wav_codec_ESPnet.3.ark:330700
+4-165845-B-45 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_4/data/wav_codec_ESPnet.3.ark:340721
+4-165933-A-45 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_4/data/wav_codec_ESPnet.3.ark:350742
+4-166661-A-10 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_4/data/wav_codec_ESPnet.3.ark:360763
+4-167063-A-11 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_4/data/wav_codec_ESPnet.3.ark:370784
+4-167063-B-11 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_4/data/wav_codec_ESPnet.3.ark:380805
+4-167063-C-11 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_4/data/wav_codec_ESPnet.3.ark:390826
+4-167077-A-20 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_4/data/wav_codec_ESPnet.3.ark:400847
+4-167077-B-20 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_4/data/wav_codec_ESPnet.3.ark:410868
+4-167077-C-20 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_4/data/wav_codec_ESPnet.3.ark:420889
+4-167155-A-32 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_4/data/wav_codec_ESPnet.3.ark:430910
+4-167571-A-26 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_4/data/wav_codec_ESPnet.3.ark:440931
+4-167642-A-21 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_4/data/wav_codec_ESPnet.3.ark:450952
+4-168155-A-15 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_4/data/wav_codec_ESPnet.3.ark:460973
+4-168446-A-45 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_4/data/wav_codec_ESPnet.3.ark:470994
+4-168868-A-17 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_4/data/wav_codec_ESPnet.3.ark:481015
+4-169127-A-41 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_4/data/wav_codec_ESPnet.3.ark:491036
diff --git a/esc50_test_fold_4/data/wav_codec_ESPnet.4.ark b/esc50_test_fold_4/data/wav_codec_ESPnet.4.ark
new file mode 100644
index 0000000000000000000000000000000000000000..10fbc429e512aaa1fa8ba384f2098f05ac9e3ed0
Binary files /dev/null and b/esc50_test_fold_4/data/wav_codec_ESPnet.4.ark differ
diff --git a/esc50_test_fold_4/data/wav_codec_ESPnet.4.scp b/esc50_test_fold_4/data/wav_codec_ESPnet.4.scp
new file mode 100644
index 0000000000000000000000000000000000000000..a5093bbeb13663894a5070f799019300f5395408
--- /dev/null
+++ b/esc50_test_fold_4/data/wav_codec_ESPnet.4.scp
@@ -0,0 +1,50 @@
+4-169127-B-41 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_4/data/wav_codec_ESPnet.4.ark:14
+4-169508-A-37 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_4/data/wav_codec_ESPnet.4.ark:10035
+4-169726-A-24 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_4/data/wav_codec_ESPnet.4.ark:20056
+4-170078-A-1 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_4/data/wav_codec_ESPnet.4.ark:30076
+4-170247-A-12 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_4/data/wav_codec_ESPnet.4.ark:40097
+4-170247-B-12 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_4/data/wav_codec_ESPnet.4.ark:50118
+4-171207-A-12 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_4/data/wav_codec_ESPnet.4.ark:60139
+4-171396-A-24 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_4/data/wav_codec_ESPnet.4.ark:70160
+4-171519-A-21 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_4/data/wav_codec_ESPnet.4.ark:80181
+4-171652-A-44 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_4/data/wav_codec_ESPnet.4.ark:90202
+4-171706-A-23 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_4/data/wav_codec_ESPnet.4.ark:100223
+4-171823-A-13 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_4/data/wav_codec_ESPnet.4.ark:110244
+4-172143-A-13 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_4/data/wav_codec_ESPnet.4.ark:120265
+4-172180-A-32 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_4/data/wav_codec_ESPnet.4.ark:130286
+4-172366-A-37 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_4/data/wav_codec_ESPnet.4.ark:140307
+4-172377-A-17 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_4/data/wav_codec_ESPnet.4.ark:150328
+4-172500-A-27 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_4/data/wav_codec_ESPnet.4.ark:160349
+4-172500-B-27 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_4/data/wav_codec_ESPnet.4.ark:170370
+4-172500-C-27 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_4/data/wav_codec_ESPnet.4.ark:180391
+4-172500-D-27 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_4/data/wav_codec_ESPnet.4.ark:190412
+4-172732-A-36 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_4/data/wav_codec_ESPnet.4.ark:200433
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+4-172736-A-36 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_4/data/wav_codec_ESPnet.4.ark:230496
+4-172736-B-36 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_4/data/wav_codec_ESPnet.4.ark:240517
+4-172742-A-32 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_4/data/wav_codec_ESPnet.4.ark:250538
+4-173865-A-9 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_4/data/wav_codec_ESPnet.4.ark:260558
+4-173865-B-9 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_4/data/wav_codec_ESPnet.4.ark:270578
+4-174797-A-15 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_4/data/wav_codec_ESPnet.4.ark:280599
+4-174860-A-3 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_4/data/wav_codec_ESPnet.4.ark:290619
+4-174860-B-3 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_4/data/wav_codec_ESPnet.4.ark:300639
+4-175000-A-40 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_4/data/wav_codec_ESPnet.4.ark:310660
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+4-175025-A-34 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_4/data/wav_codec_ESPnet.4.ark:340723
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+4-175846-A-43 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_4/data/wav_codec_ESPnet.4.ark:360765
+4-175855-A-43 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_4/data/wav_codec_ESPnet.4.ark:370786
+4-175856-A-43 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_4/data/wav_codec_ESPnet.4.ark:380807
+4-175945-A-38 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_4/data/wav_codec_ESPnet.4.ark:390828
+4-176631-A-43 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_4/data/wav_codec_ESPnet.4.ark:400849
+4-176638-A-43 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_4/data/wav_codec_ESPnet.4.ark:410870
+4-176914-A-23 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_4/data/wav_codec_ESPnet.4.ark:420891
+4-177243-A-32 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_4/data/wav_codec_ESPnet.4.ark:430912
+4-177250-A-10 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_4/data/wav_codec_ESPnet.4.ark:440933
+4-177835-A-24 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_4/data/wav_codec_ESPnet.4.ark:450954
+4-178402-A-43 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_4/data/wav_codec_ESPnet.4.ark:460975
+4-178881-A-45 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_4/data/wav_codec_ESPnet.4.ark:470996
+4-179836-A-34 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_4/data/wav_codec_ESPnet.4.ark:481017
+4-179984-A-38 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_4/data/wav_codec_ESPnet.4.ark:491038
diff --git a/esc50_test_fold_4/data/wav_codec_ESPnet.5.ark b/esc50_test_fold_4/data/wav_codec_ESPnet.5.ark
new file mode 100644
index 0000000000000000000000000000000000000000..a0f6a4633117237650319a0a52af82663fc5fc70
Binary files /dev/null and b/esc50_test_fold_4/data/wav_codec_ESPnet.5.ark differ
diff --git a/esc50_test_fold_4/data/wav_codec_ESPnet.5.scp b/esc50_test_fold_4/data/wav_codec_ESPnet.5.scp
new file mode 100644
index 0000000000000000000000000000000000000000..4855b21e9848a9e6763bb6da7a24edaa3bd17457
--- /dev/null
+++ b/esc50_test_fold_4/data/wav_codec_ESPnet.5.scp
@@ -0,0 +1,50 @@
+4-180337-A-28 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_4/data/wav_codec_ESPnet.5.ark:14
+4-180380-A-10 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_4/data/wav_codec_ESPnet.5.ark:10035
+4-180453-A-17 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_4/data/wav_codec_ESPnet.5.ark:20056
+4-181035-A-38 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_4/data/wav_codec_ESPnet.5.ark:30077
+4-181286-A-10 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_4/data/wav_codec_ESPnet.5.ark:40098
+4-181362-A-13 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_4/data/wav_codec_ESPnet.5.ark:50119
+4-181563-A-12 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_4/data/wav_codec_ESPnet.5.ark:60140
+4-181599-A-26 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_4/data/wav_codec_ESPnet.5.ark:70161
+4-181628-A-17 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_4/data/wav_codec_ESPnet.5.ark:80182
+4-181707-A-32 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_4/data/wav_codec_ESPnet.5.ark:90203
+4-181708-A-32 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_4/data/wav_codec_ESPnet.5.ark:100224
+4-181865-A-38 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_4/data/wav_codec_ESPnet.5.ark:110245
+4-181955-A-3 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_4/data/wav_codec_ESPnet.5.ark:120265
+4-181955-B-3 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_4/data/wav_codec_ESPnet.5.ark:130285
+4-181955-C-3 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_4/data/wav_codec_ESPnet.5.ark:140305
+4-181999-A-36 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_4/data/wav_codec_ESPnet.5.ark:150326
+4-182034-A-30 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_4/data/wav_codec_ESPnet.5.ark:160347
+4-182039-A-30 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_4/data/wav_codec_ESPnet.5.ark:170368
+4-182041-A-30 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_4/data/wav_codec_ESPnet.5.ark:180389
+4-182314-A-7 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_4/data/wav_codec_ESPnet.5.ark:190409
+4-182314-B-7 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_4/data/wav_codec_ESPnet.5.ark:200429
+4-182368-A-12 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_4/data/wav_codec_ESPnet.5.ark:210450
+4-182369-A-12 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_4/data/wav_codec_ESPnet.5.ark:220471
+4-182395-A-0 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_4/data/wav_codec_ESPnet.5.ark:230491
+4-182613-A-11 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_4/data/wav_codec_ESPnet.5.ark:240512
+4-182613-B-11 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_4/data/wav_codec_ESPnet.5.ark:250533
+4-182795-A-14 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_4/data/wav_codec_ESPnet.5.ark:260554
+4-182839-A-17 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_4/data/wav_codec_ESPnet.5.ark:270575
+4-183487-A-1 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_4/data/wav_codec_ESPnet.5.ark:280595
+4-183882-A-28 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_4/data/wav_codec_ESPnet.5.ark:290616
+4-183882-B-28 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_4/data/wav_codec_ESPnet.5.ark:300637
+4-183992-A-0 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_4/data/wav_codec_ESPnet.5.ark:310657
+4-184235-A-28 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_4/data/wav_codec_ESPnet.5.ark:320678
+4-184237-A-28 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_4/data/wav_codec_ESPnet.5.ark:330699
+4-184434-A-21 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_4/data/wav_codec_ESPnet.5.ark:340720
+4-184575-A-0 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_4/data/wav_codec_ESPnet.5.ark:350740
+4-185415-A-21 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_4/data/wav_codec_ESPnet.5.ark:360761
+4-185575-A-20 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_4/data/wav_codec_ESPnet.5.ark:370782
+4-185575-B-20 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_4/data/wav_codec_ESPnet.5.ark:380803
+4-185575-C-20 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_4/data/wav_codec_ESPnet.5.ark:390824
+4-185613-A-32 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_4/data/wav_codec_ESPnet.5.ark:400845
+4-185619-A-21 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_4/data/wav_codec_ESPnet.5.ark:410866
+4-186518-A-30 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_4/data/wav_codec_ESPnet.5.ark:420887
+4-186693-A-17 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_4/data/wav_codec_ESPnet.5.ark:430908
+4-186935-A-44 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_4/data/wav_codec_ESPnet.5.ark:440929
+4-186936-A-44 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_4/data/wav_codec_ESPnet.5.ark:450950
+4-186938-A-44 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_4/data/wav_codec_ESPnet.5.ark:460971
+4-186940-A-44 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_4/data/wav_codec_ESPnet.5.ark:470992
+4-186962-A-44 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_4/data/wav_codec_ESPnet.5.ark:481013
+4-187284-A-30 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_4/data/wav_codec_ESPnet.5.ark:491034
diff --git a/esc50_test_fold_4/data/wav_codec_ESPnet.6.ark b/esc50_test_fold_4/data/wav_codec_ESPnet.6.ark
new file mode 100644
index 0000000000000000000000000000000000000000..e4cb80afd26316a26f5a48119ea78c84babc3bf9
Binary files /dev/null and b/esc50_test_fold_4/data/wav_codec_ESPnet.6.ark differ
diff --git a/esc50_test_fold_4/data/wav_codec_ESPnet.6.scp b/esc50_test_fold_4/data/wav_codec_ESPnet.6.scp
new file mode 100644
index 0000000000000000000000000000000000000000..95b480020fe64b6a9300df8dece26f5deb879802
--- /dev/null
+++ b/esc50_test_fold_4/data/wav_codec_ESPnet.6.scp
@@ -0,0 +1,50 @@
+4-187384-A-34 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_4/data/wav_codec_ESPnet.6.ark:14
+4-187504-A-17 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_4/data/wav_codec_ESPnet.6.ark:10035
+4-187504-B-17 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_4/data/wav_codec_ESPnet.6.ark:20056
+4-187769-A-14 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_4/data/wav_codec_ESPnet.6.ark:30077
+4-187769-B-14 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_4/data/wav_codec_ESPnet.6.ark:40098
+4-188003-A-34 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_4/data/wav_codec_ESPnet.6.ark:50119
+4-188033-A-38 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_4/data/wav_codec_ESPnet.6.ark:60140
+4-188191-A-29 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_4/data/wav_codec_ESPnet.6.ark:70161
+4-188191-B-29 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_4/data/wav_codec_ESPnet.6.ark:80182
+4-188191-C-29 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_4/data/wav_codec_ESPnet.6.ark:90203
+4-188287-A-9 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_4/data/wav_codec_ESPnet.6.ark:100223
+4-188293-A-15 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_4/data/wav_codec_ESPnet.6.ark:110244
+4-188293-B-15 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_4/data/wav_codec_ESPnet.6.ark:120265
+4-188595-A-29 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_4/data/wav_codec_ESPnet.6.ark:130286
+4-188703-A-8 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_4/data/wav_codec_ESPnet.6.ark:140306
+4-188703-B-8 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_4/data/wav_codec_ESPnet.6.ark:150326
+4-188703-C-8 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_4/data/wav_codec_ESPnet.6.ark:160346
+4-188703-D-8 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_4/data/wav_codec_ESPnet.6.ark:170366
+4-188878-A-30 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_4/data/wav_codec_ESPnet.6.ark:180387
+4-189332-A-37 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_4/data/wav_codec_ESPnet.6.ark:190408
+4-189828-A-22 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_4/data/wav_codec_ESPnet.6.ark:200429
+4-189830-A-22 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_4/data/wav_codec_ESPnet.6.ark:210450
+4-189832-A-22 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_4/data/wav_codec_ESPnet.6.ark:220471
+4-189832-B-22 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_4/data/wav_codec_ESPnet.6.ark:230492
+4-189833-A-22 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_4/data/wav_codec_ESPnet.6.ark:240513
+4-189836-A-22 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_4/data/wav_codec_ESPnet.6.ark:250534
+4-189838-A-22 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_4/data/wav_codec_ESPnet.6.ark:260555
+4-191015-A-43 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_4/data/wav_codec_ESPnet.6.ark:270576
+4-191246-A-7 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_4/data/wav_codec_ESPnet.6.ark:280596
+4-191246-B-7 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_4/data/wav_codec_ESPnet.6.ark:290616
+4-191297-A-28 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_4/data/wav_codec_ESPnet.6.ark:300637
+4-191327-A-38 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_4/data/wav_codec_ESPnet.6.ark:310658
+4-191687-A-0 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_4/data/wav_codec_ESPnet.6.ark:320678
+4-192068-A-31 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_4/data/wav_codec_ESPnet.6.ark:330699
+4-192236-A-0 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_4/data/wav_codec_ESPnet.6.ark:340719
+4-193480-A-40 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_4/data/wav_codec_ESPnet.6.ark:350740
+4-193480-B-40 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_4/data/wav_codec_ESPnet.6.ark:360761
+4-194246-A-13 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_4/data/wav_codec_ESPnet.6.ark:370782
+4-194680-A-36 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_4/data/wav_codec_ESPnet.6.ark:380803
+4-194711-A-38 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_4/data/wav_codec_ESPnet.6.ark:390824
+4-194754-A-0 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_4/data/wav_codec_ESPnet.6.ark:400844
+4-194808-A-29 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_4/data/wav_codec_ESPnet.6.ark:410865
+4-194979-A-25 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_4/data/wav_codec_ESPnet.6.ark:420886
+4-194981-A-25 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_4/data/wav_codec_ESPnet.6.ark:430907
+4-195305-A-31 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_4/data/wav_codec_ESPnet.6.ark:440928
+4-195451-A-44 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_4/data/wav_codec_ESPnet.6.ark:450949
+4-195497-A-11 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_4/data/wav_codec_ESPnet.6.ark:460970
+4-195497-B-11 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_4/data/wav_codec_ESPnet.6.ark:470991
+4-195707-A-13 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_4/data/wav_codec_ESPnet.6.ark:481012
+4-195805-A-13 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_4/data/wav_codec_ESPnet.6.ark:491033
diff --git a/esc50_test_fold_4/data/wav_codec_ESPnet.7.ark b/esc50_test_fold_4/data/wav_codec_ESPnet.7.ark
new file mode 100644
index 0000000000000000000000000000000000000000..4db781e307baa1c291b4c20a388254bf8de7ce92
Binary files /dev/null and b/esc50_test_fold_4/data/wav_codec_ESPnet.7.ark differ
diff --git a/esc50_test_fold_4/data/wav_codec_ESPnet.7.scp b/esc50_test_fold_4/data/wav_codec_ESPnet.7.scp
new file mode 100644
index 0000000000000000000000000000000000000000..265f612cde968805462ae3873cdb4abed873df02
--- /dev/null
+++ b/esc50_test_fold_4/data/wav_codec_ESPnet.7.scp
@@ -0,0 +1,50 @@
+4-196671-A-8 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_4/data/wav_codec_ESPnet.7.ark:13
+4-196671-B-8 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_4/data/wav_codec_ESPnet.7.ark:10033
+4-196672-A-8 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_4/data/wav_codec_ESPnet.7.ark:20053
+4-197103-A-6 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_4/data/wav_codec_ESPnet.7.ark:30073
+4-197454-A-28 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_4/data/wav_codec_ESPnet.7.ark:40094
+4-197454-B-28 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_4/data/wav_codec_ESPnet.7.ark:50115
+4-197871-A-15 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_4/data/wav_codec_ESPnet.7.ark:60136
+4-198025-A-23 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_4/data/wav_codec_ESPnet.7.ark:70157
+4-198360-A-49 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_4/data/wav_codec_ESPnet.7.ark:80178
+4-198360-B-49 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_4/data/wav_codec_ESPnet.7.ark:90199
+4-198360-C-49 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_4/data/wav_codec_ESPnet.7.ark:100220
+4-198841-A-37 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_4/data/wav_codec_ESPnet.7.ark:110241
+4-198962-A-25 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_4/data/wav_codec_ESPnet.7.ark:120262
+4-198962-B-25 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_4/data/wav_codec_ESPnet.7.ark:130283
+4-198965-A-38 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_4/data/wav_codec_ESPnet.7.ark:140304
+4-199261-A-0 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_4/data/wav_codec_ESPnet.7.ark:150324
+4-200330-A-6 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_4/data/wav_codec_ESPnet.7.ark:160344
+4-200330-B-6 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_4/data/wav_codec_ESPnet.7.ark:170364
+4-201300-A-31 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_4/data/wav_codec_ESPnet.7.ark:180385
+4-201800-A-31 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_4/data/wav_codec_ESPnet.7.ark:190406
+4-201988-A-44 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_4/data/wav_codec_ESPnet.7.ark:200427
+4-202298-A-31 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_4/data/wav_codec_ESPnet.7.ark:210448
+4-202749-A-13 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_4/data/wav_codec_ESPnet.7.ark:220469
+4-204115-A-39 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_4/data/wav_codec_ESPnet.7.ark:230490
+4-204119-A-39 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_4/data/wav_codec_ESPnet.7.ark:240511
+4-204121-A-39 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_4/data/wav_codec_ESPnet.7.ark:250532
+4-204123-A-39 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_4/data/wav_codec_ESPnet.7.ark:260553
+4-204202-A-29 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_4/data/wav_codec_ESPnet.7.ark:270574
+4-204612-A-31 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_4/data/wav_codec_ESPnet.7.ark:280595
+4-204618-A-11 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_4/data/wav_codec_ESPnet.7.ark:290616
+4-204683-A-31 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_4/data/wav_codec_ESPnet.7.ark:300637
+4-204684-A-37 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_4/data/wav_codec_ESPnet.7.ark:310658
+4-204777-A-39 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_4/data/wav_codec_ESPnet.7.ark:320679
+4-204777-B-39 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_4/data/wav_codec_ESPnet.7.ark:330700
+4-204777-C-39 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_4/data/wav_codec_ESPnet.7.ark:340721
+4-204830-A-6 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_4/data/wav_codec_ESPnet.7.ark:350741
+4-205526-A-23 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_4/data/wav_codec_ESPnet.7.ark:360762
+4-205526-B-23 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_4/data/wav_codec_ESPnet.7.ark:370783
+4-205738-A-22 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_4/data/wav_codec_ESPnet.7.ark:380804
+4-207116-A-23 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_4/data/wav_codec_ESPnet.7.ark:390825
+4-207124-A-0 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_4/data/wav_codec_ESPnet.7.ark:400845
+4-208021-A-1 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_4/data/wav_codec_ESPnet.7.ark:410865
+4-209536-A-37 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_4/data/wav_codec_ESPnet.7.ark:420886
+4-209698-A-37 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_4/data/wav_codec_ESPnet.7.ark:430907
+4-210000-A-23 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_4/data/wav_codec_ESPnet.7.ark:440928
+4-210000-B-23 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_4/data/wav_codec_ESPnet.7.ark:450949
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diff --git a/esc50_test_fold_4/index_files/utt2spk b/esc50_test_fold_4/index_files/utt2spk
new file mode 100644
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diff --git a/esc50_test_fold_4/index_files/wav.scp b/esc50_test_fold_4/index_files/wav.scp
new file mode 100644
index 0000000000000000000000000000000000000000..866ac7f6f88d459e4c1729f4df03f38e2515f810
--- /dev/null
+++ b/esc50_test_fold_4/index_files/wav.scp
@@ -0,0 +1,400 @@
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+4-212698-A-39 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_4/data/wav_codec_ESPnet.8.ark:20056
+4-212728-A-34 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_4/data/wav_codec_ESPnet.8.ark:30077
+4-213193-A-29 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_4/data/wav_codec_ESPnet.8.ark:40098
+4-213915-A-3 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_4/data/wav_codec_ESPnet.8.ark:50118
+4-213915-B-3 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_4/data/wav_codec_ESPnet.8.ark:60138
+4-213915-C-3 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_4/data/wav_codec_ESPnet.8.ark:70158
+4-215635-A-34 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_4/data/wav_codec_ESPnet.8.ark:80179
+4-216211-A-14 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_4/data/wav_codec_ESPnet.8.ark:90200
+4-216349-A-34 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_4/data/wav_codec_ESPnet.8.ark:100221
+4-218199-A-35 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_4/data/wav_codec_ESPnet.8.ark:110242
+4-218199-B-35 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_4/data/wav_codec_ESPnet.8.ark:120263
+4-218199-C-35 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_4/data/wav_codec_ESPnet.8.ark:130284
+4-218199-D-35 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_4/data/wav_codec_ESPnet.8.ark:140305
+4-218199-E-35 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_4/data/wav_codec_ESPnet.8.ark:150326
+4-218199-F-35 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_4/data/wav_codec_ESPnet.8.ark:160347
+4-218199-G-35 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_4/data/wav_codec_ESPnet.8.ark:170368
+4-218199-H-35 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_4/data/wav_codec_ESPnet.8.ark:180389
+4-218304-A-25 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_4/data/wav_codec_ESPnet.8.ark:190410
+4-218304-B-25 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_4/data/wav_codec_ESPnet.8.ark:200431
+4-223125-A-14 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_4/data/wav_codec_ESPnet.8.ark:210452
+4-223127-A-14 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_4/data/wav_codec_ESPnet.8.ark:220473
+4-232495-A-6 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_4/data/wav_codec_ESPnet.8.ark:230493
+4-234644-A-2 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_4/data/wav_codec_ESPnet.8.ark:240513
+4-234879-A-6 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_4/data/wav_codec_ESPnet.8.ark:250533
+4-244318-A-6 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_4/data/wav_codec_ESPnet.8.ark:260553
+4-250864-A-8 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_4/data/wav_codec_ESPnet.8.ark:270573
+4-250869-A-2 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_4/data/wav_codec_ESPnet.8.ark:280593
+4-250869-B-2 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_4/data/wav_codec_ESPnet.8.ark:290613
+4-250869-C-2 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_4/data/wav_codec_ESPnet.8.ark:300633
+4-251645-A-49 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_4/data/wav_codec_ESPnet.8.ark:310654
+4-251645-B-49 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_4/data/wav_codec_ESPnet.8.ark:320675
+4-251959-A-47 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_4/data/wav_codec_ESPnet.8.ark:330696
+4-253649-A-6 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_4/data/wav_codec_ESPnet.8.ark:340716
+4-255371-A-47 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_4/data/wav_codec_ESPnet.8.ark:350737
+4-261068-A-30 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_4/data/wav_codec_ESPnet.8.ark:360758
+4-264453-A-34 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_4/data/wav_codec_ESPnet.8.ark:370779
+4-59579-A-20 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_4/data/wav_codec_ESPnet.8.ark:380799
+4-59579-B-20 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_4/data/wav_codec_ESPnet.8.ark:390819
+4-67358-A-42 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_4/data/wav_codec_ESPnet.8.ark:400839
+4-80761-A-42 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_4/data/wav_codec_ESPnet.8.ark:410859
+4-90014-A-42 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_4/data/wav_codec_ESPnet.8.ark:420879
+4-90014-B-42 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_4/data/wav_codec_ESPnet.8.ark:430899
+4-99193-A-4 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_4/data/wav_codec_ESPnet.8.ark:440918
+4-99193-B-4 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_4/data/wav_codec_ESPnet.8.ark:450937
+4-99644-A-4 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_4/data/wav_codec_ESPnet.8.ark:460956
+4-99644-B-4 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_4/data/wav_codec_ESPnet.8.ark:470975
+4-99644-C-4 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_4/data/wav_codec_ESPnet.8.ark:480994
+4-99644-D-4 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_4/data/wav_codec_ESPnet.8.ark:491013
diff --git a/esc50_test_fold_4/logdir/codec_dump_ESPnet.1.log b/esc50_test_fold_4/logdir/codec_dump_ESPnet.1.log
new file mode 100644
index 0000000000000000000000000000000000000000..8ca6aaafe883043dd689699ad0b58b228ab9a36f
--- /dev/null
+++ b/esc50_test_fold_4/logdir/codec_dump_ESPnet.1.log
@@ -0,0 +1,14 @@
+# python3 pyscripts/feats/dump_codec.py --codec_choice ESPnet --codec_fs 16000 --batch_size 5 --bias 0 --dump_audio false --rank 1 --vocab_file dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_4/token_lists/codec_token_list --wav_wspecifier ark,scp:dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_4/data/wav_resyn_ESPnet.1.ark,dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_4/data/wav_resyn_ESPnet.1.scp --checkpoint_path null --config_path null --hf_model_tag espnet/mls-multi_soundstream_16k scp:dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_4/logdir/wav.1.scp ark,scp:dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_4/data/wav_codec_ESPnet.1.ark,dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_4/data/wav_codec_ESPnet.1.scp 
+# Started at Fri Oct 11 09:49:42 EDT 2024
+#
+2024-10-11 09:49:44 | INFO | dump_codec | build with codec_choice: ESPnet
+
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+2024-10-11 09:49:52 | INFO | root | config file: /ocean/projects/cis210027p/swang26/miniconda3/envs/espnet_codec_robustness/lib/python3.10/site-packages/espnet_model_zoo/models--espnet--mls-multi_soundstream_16k/snapshots/74dc5ec297a04ee035e61c66d8821195ec49f462/exp/codec_mls_multi_soundstream4_large_v1.1/config.yaml
+/ocean/projects/cis210027p/swang26/miniconda3/envs/espnet_codec_robustness/lib/python3.10/site-packages/torch/nn/utils/weight_norm.py:28: UserWarning: torch.nn.utils.weight_norm is deprecated in favor of torch.nn.utils.parametrizations.weight_norm.
+  warnings.warn("torch.nn.utils.weight_norm is deprecated in favor of torch.nn.utils.parametrizations.weight_norm.")
+/ocean/projects/cis210027p/swang26/miniconda3/envs/espnet_codec_robustness/lib/python3.10/site-packages/librosa/util/decorators.py:88: UserWarning: Empty filters detected in mel frequency basis. Some channels will produce empty responses. Try increasing your sampling rate (and fmax) or reducing n_mels.
+  return f(*args, **kwargs)
+/ocean/projects/cis210027p/swang26/miniconda3/envs/espnet_codec_robustness/lib/python3.10/site-packages/torch/nn/modules/conv.py:306: UserWarning: Applied workaround for CuDNN issue, install nvrtc.so (Triggered internally at ../aten/src/ATen/native/cudnn/Conv_v8.cpp:84.)
+  return F.conv1d(input, weight, bias, self.stride,
+# Accounting: time=15 threads=1
+# Ended (code 0) at Fri Oct 11 09:49:57 EDT 2024, elapsed time 15 seconds
diff --git a/esc50_test_fold_4/logdir/codec_dump_ESPnet.2.log b/esc50_test_fold_4/logdir/codec_dump_ESPnet.2.log
new file mode 100644
index 0000000000000000000000000000000000000000..d9a9f665086ec43f0c0f21ec2d7f5102fd6b3ae1
--- /dev/null
+++ b/esc50_test_fold_4/logdir/codec_dump_ESPnet.2.log
@@ -0,0 +1,14 @@
+# python3 pyscripts/feats/dump_codec.py --codec_choice ESPnet --codec_fs 16000 --batch_size 5 --bias 0 --dump_audio false --rank 2 --vocab_file dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_4/token_lists/codec_token_list --wav_wspecifier ark,scp:dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_4/data/wav_resyn_ESPnet.2.ark,dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_4/data/wav_resyn_ESPnet.2.scp --checkpoint_path null --config_path null --hf_model_tag espnet/mls-multi_soundstream_16k scp:dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_4/logdir/wav.2.scp ark,scp:dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_4/data/wav_codec_ESPnet.2.ark,dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_4/data/wav_codec_ESPnet.2.scp 
+# Started at Fri Oct 11 09:49:42 EDT 2024
+#
+2024-10-11 09:49:44 | INFO | dump_codec | build with codec_choice: ESPnet
+
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+2024-10-11 09:49:52 | INFO | root | config file: /ocean/projects/cis210027p/swang26/miniconda3/envs/espnet_codec_robustness/lib/python3.10/site-packages/espnet_model_zoo/models--espnet--mls-multi_soundstream_16k/snapshots/74dc5ec297a04ee035e61c66d8821195ec49f462/exp/codec_mls_multi_soundstream4_large_v1.1/config.yaml
+/ocean/projects/cis210027p/swang26/miniconda3/envs/espnet_codec_robustness/lib/python3.10/site-packages/torch/nn/utils/weight_norm.py:28: UserWarning: torch.nn.utils.weight_norm is deprecated in favor of torch.nn.utils.parametrizations.weight_norm.
+  warnings.warn("torch.nn.utils.weight_norm is deprecated in favor of torch.nn.utils.parametrizations.weight_norm.")
+/ocean/projects/cis210027p/swang26/miniconda3/envs/espnet_codec_robustness/lib/python3.10/site-packages/librosa/util/decorators.py:88: UserWarning: Empty filters detected in mel frequency basis. Some channels will produce empty responses. Try increasing your sampling rate (and fmax) or reducing n_mels.
+  return f(*args, **kwargs)
+/ocean/projects/cis210027p/swang26/miniconda3/envs/espnet_codec_robustness/lib/python3.10/site-packages/torch/nn/modules/conv.py:306: UserWarning: Applied workaround for CuDNN issue, install nvrtc.so (Triggered internally at ../aten/src/ATen/native/cudnn/Conv_v8.cpp:84.)
+  return F.conv1d(input, weight, bias, self.stride,
+# Accounting: time=15 threads=1
+# Ended (code 0) at Fri Oct 11 09:49:57 EDT 2024, elapsed time 15 seconds
diff --git a/esc50_test_fold_4/logdir/codec_dump_ESPnet.3.log b/esc50_test_fold_4/logdir/codec_dump_ESPnet.3.log
new file mode 100644
index 0000000000000000000000000000000000000000..3fbf52782bcbefec577bd3bad90fc440f3bbfbc9
--- /dev/null
+++ b/esc50_test_fold_4/logdir/codec_dump_ESPnet.3.log
@@ -0,0 +1,14 @@
+# python3 pyscripts/feats/dump_codec.py --codec_choice ESPnet --codec_fs 16000 --batch_size 5 --bias 0 --dump_audio false --rank 3 --vocab_file dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_4/token_lists/codec_token_list --wav_wspecifier ark,scp:dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_4/data/wav_resyn_ESPnet.3.ark,dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_4/data/wav_resyn_ESPnet.3.scp --checkpoint_path null --config_path null --hf_model_tag espnet/mls-multi_soundstream_16k scp:dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_4/logdir/wav.3.scp ark,scp:dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_4/data/wav_codec_ESPnet.3.ark,dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_4/data/wav_codec_ESPnet.3.scp 
+# Started at Fri Oct 11 09:49:42 EDT 2024
+#
+2024-10-11 09:49:44 | INFO | dump_codec | build with codec_choice: ESPnet
+
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+2024-10-11 09:49:52 | INFO | root | config file: /ocean/projects/cis210027p/swang26/miniconda3/envs/espnet_codec_robustness/lib/python3.10/site-packages/espnet_model_zoo/models--espnet--mls-multi_soundstream_16k/snapshots/74dc5ec297a04ee035e61c66d8821195ec49f462/exp/codec_mls_multi_soundstream4_large_v1.1/config.yaml
+/ocean/projects/cis210027p/swang26/miniconda3/envs/espnet_codec_robustness/lib/python3.10/site-packages/torch/nn/utils/weight_norm.py:28: UserWarning: torch.nn.utils.weight_norm is deprecated in favor of torch.nn.utils.parametrizations.weight_norm.
+  warnings.warn("torch.nn.utils.weight_norm is deprecated in favor of torch.nn.utils.parametrizations.weight_norm.")
+/ocean/projects/cis210027p/swang26/miniconda3/envs/espnet_codec_robustness/lib/python3.10/site-packages/librosa/util/decorators.py:88: UserWarning: Empty filters detected in mel frequency basis. Some channels will produce empty responses. Try increasing your sampling rate (and fmax) or reducing n_mels.
+  return f(*args, **kwargs)
+/ocean/projects/cis210027p/swang26/miniconda3/envs/espnet_codec_robustness/lib/python3.10/site-packages/torch/nn/modules/conv.py:306: UserWarning: Applied workaround for CuDNN issue, install nvrtc.so (Triggered internally at ../aten/src/ATen/native/cudnn/Conv_v8.cpp:84.)
+  return F.conv1d(input, weight, bias, self.stride,
+# Accounting: time=15 threads=1
+# Ended (code 0) at Fri Oct 11 09:49:57 EDT 2024, elapsed time 15 seconds
diff --git a/esc50_test_fold_4/logdir/codec_dump_ESPnet.4.log b/esc50_test_fold_4/logdir/codec_dump_ESPnet.4.log
new file mode 100644
index 0000000000000000000000000000000000000000..aca636d78bcc7c371f04a8869eddf59493ec60d3
--- /dev/null
+++ b/esc50_test_fold_4/logdir/codec_dump_ESPnet.4.log
@@ -0,0 +1,14 @@
+# python3 pyscripts/feats/dump_codec.py --codec_choice ESPnet --codec_fs 16000 --batch_size 5 --bias 0 --dump_audio false --rank 4 --vocab_file dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_4/token_lists/codec_token_list --wav_wspecifier ark,scp:dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_4/data/wav_resyn_ESPnet.4.ark,dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_4/data/wav_resyn_ESPnet.4.scp --checkpoint_path null --config_path null --hf_model_tag espnet/mls-multi_soundstream_16k scp:dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_4/logdir/wav.4.scp ark,scp:dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_4/data/wav_codec_ESPnet.4.ark,dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_4/data/wav_codec_ESPnet.4.scp 
+# Started at Fri Oct 11 09:49:42 EDT 2024
+#
+2024-10-11 09:49:44 | INFO | dump_codec | build with codec_choice: ESPnet
+
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+2024-10-11 09:49:52 | INFO | root | config file: /ocean/projects/cis210027p/swang26/miniconda3/envs/espnet_codec_robustness/lib/python3.10/site-packages/espnet_model_zoo/models--espnet--mls-multi_soundstream_16k/snapshots/74dc5ec297a04ee035e61c66d8821195ec49f462/exp/codec_mls_multi_soundstream4_large_v1.1/config.yaml
+/ocean/projects/cis210027p/swang26/miniconda3/envs/espnet_codec_robustness/lib/python3.10/site-packages/torch/nn/utils/weight_norm.py:28: UserWarning: torch.nn.utils.weight_norm is deprecated in favor of torch.nn.utils.parametrizations.weight_norm.
+  warnings.warn("torch.nn.utils.weight_norm is deprecated in favor of torch.nn.utils.parametrizations.weight_norm.")
+/ocean/projects/cis210027p/swang26/miniconda3/envs/espnet_codec_robustness/lib/python3.10/site-packages/librosa/util/decorators.py:88: UserWarning: Empty filters detected in mel frequency basis. Some channels will produce empty responses. Try increasing your sampling rate (and fmax) or reducing n_mels.
+  return f(*args, **kwargs)
+/ocean/projects/cis210027p/swang26/miniconda3/envs/espnet_codec_robustness/lib/python3.10/site-packages/torch/nn/modules/conv.py:306: UserWarning: Applied workaround for CuDNN issue, install nvrtc.so (Triggered internally at ../aten/src/ATen/native/cudnn/Conv_v8.cpp:84.)
+  return F.conv1d(input, weight, bias, self.stride,
+# Accounting: time=15 threads=1
+# Ended (code 0) at Fri Oct 11 09:49:57 EDT 2024, elapsed time 15 seconds
diff --git a/esc50_test_fold_4/logdir/codec_dump_ESPnet.5.log b/esc50_test_fold_4/logdir/codec_dump_ESPnet.5.log
new file mode 100644
index 0000000000000000000000000000000000000000..4b997237ff232afc53c5d78804655fd9729e7bf9
--- /dev/null
+++ b/esc50_test_fold_4/logdir/codec_dump_ESPnet.5.log
@@ -0,0 +1,14 @@
+# python3 pyscripts/feats/dump_codec.py --codec_choice ESPnet --codec_fs 16000 --batch_size 5 --bias 0 --dump_audio false --rank 5 --vocab_file dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_4/token_lists/codec_token_list --wav_wspecifier ark,scp:dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_4/data/wav_resyn_ESPnet.5.ark,dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_4/data/wav_resyn_ESPnet.5.scp --checkpoint_path null --config_path null --hf_model_tag espnet/mls-multi_soundstream_16k scp:dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_4/logdir/wav.5.scp ark,scp:dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_4/data/wav_codec_ESPnet.5.ark,dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_4/data/wav_codec_ESPnet.5.scp 
+# Started at Fri Oct 11 09:49:57 EDT 2024
+#
+2024-10-11 09:49:58 | INFO | dump_codec | build with codec_choice: ESPnet
+
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+2024-10-11 09:50:07 | INFO | root | config file: /ocean/projects/cis210027p/swang26/miniconda3/envs/espnet_codec_robustness/lib/python3.10/site-packages/espnet_model_zoo/models--espnet--mls-multi_soundstream_16k/snapshots/74dc5ec297a04ee035e61c66d8821195ec49f462/exp/codec_mls_multi_soundstream4_large_v1.1/config.yaml
+/ocean/projects/cis210027p/swang26/miniconda3/envs/espnet_codec_robustness/lib/python3.10/site-packages/torch/nn/utils/weight_norm.py:28: UserWarning: torch.nn.utils.weight_norm is deprecated in favor of torch.nn.utils.parametrizations.weight_norm.
+  warnings.warn("torch.nn.utils.weight_norm is deprecated in favor of torch.nn.utils.parametrizations.weight_norm.")
+/ocean/projects/cis210027p/swang26/miniconda3/envs/espnet_codec_robustness/lib/python3.10/site-packages/librosa/util/decorators.py:88: UserWarning: Empty filters detected in mel frequency basis. Some channels will produce empty responses. Try increasing your sampling rate (and fmax) or reducing n_mels.
+  return f(*args, **kwargs)
+/ocean/projects/cis210027p/swang26/miniconda3/envs/espnet_codec_robustness/lib/python3.10/site-packages/torch/nn/modules/conv.py:306: UserWarning: Applied workaround for CuDNN issue, install nvrtc.so (Triggered internally at ../aten/src/ATen/native/cudnn/Conv_v8.cpp:84.)
+  return F.conv1d(input, weight, bias, self.stride,
+# Accounting: time=14 threads=1
+# Ended (code 0) at Fri Oct 11 09:50:11 EDT 2024, elapsed time 14 seconds
diff --git a/esc50_test_fold_4/logdir/codec_dump_ESPnet.6.log b/esc50_test_fold_4/logdir/codec_dump_ESPnet.6.log
new file mode 100644
index 0000000000000000000000000000000000000000..358ffbead8305ffdccfb3fc571e0e549a781b778
--- /dev/null
+++ b/esc50_test_fold_4/logdir/codec_dump_ESPnet.6.log
@@ -0,0 +1,14 @@
+# python3 pyscripts/feats/dump_codec.py --codec_choice ESPnet --codec_fs 16000 --batch_size 5 --bias 0 --dump_audio false --rank 6 --vocab_file dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_4/token_lists/codec_token_list --wav_wspecifier ark,scp:dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_4/data/wav_resyn_ESPnet.6.ark,dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_4/data/wav_resyn_ESPnet.6.scp --checkpoint_path null --config_path null --hf_model_tag espnet/mls-multi_soundstream_16k scp:dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_4/logdir/wav.6.scp ark,scp:dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_4/data/wav_codec_ESPnet.6.ark,dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_4/data/wav_codec_ESPnet.6.scp 
+# Started at Fri Oct 11 09:49:57 EDT 2024
+#
+2024-10-11 09:49:58 | INFO | dump_codec | build with codec_choice: ESPnet
+
Fetching 30 files:   0%|          | 0/30 [00:00<?, ?it/s]
Fetching 30 files: 100%|██████████| 30/30 [00:00<00:00, 7751.92it/s]
+2024-10-11 09:50:07 | INFO | root | config file: /ocean/projects/cis210027p/swang26/miniconda3/envs/espnet_codec_robustness/lib/python3.10/site-packages/espnet_model_zoo/models--espnet--mls-multi_soundstream_16k/snapshots/74dc5ec297a04ee035e61c66d8821195ec49f462/exp/codec_mls_multi_soundstream4_large_v1.1/config.yaml
+/ocean/projects/cis210027p/swang26/miniconda3/envs/espnet_codec_robustness/lib/python3.10/site-packages/torch/nn/utils/weight_norm.py:28: UserWarning: torch.nn.utils.weight_norm is deprecated in favor of torch.nn.utils.parametrizations.weight_norm.
+  warnings.warn("torch.nn.utils.weight_norm is deprecated in favor of torch.nn.utils.parametrizations.weight_norm.")
+/ocean/projects/cis210027p/swang26/miniconda3/envs/espnet_codec_robustness/lib/python3.10/site-packages/librosa/util/decorators.py:88: UserWarning: Empty filters detected in mel frequency basis. Some channels will produce empty responses. Try increasing your sampling rate (and fmax) or reducing n_mels.
+  return f(*args, **kwargs)
+/ocean/projects/cis210027p/swang26/miniconda3/envs/espnet_codec_robustness/lib/python3.10/site-packages/torch/nn/modules/conv.py:306: UserWarning: Applied workaround for CuDNN issue, install nvrtc.so (Triggered internally at ../aten/src/ATen/native/cudnn/Conv_v8.cpp:84.)
+  return F.conv1d(input, weight, bias, self.stride,
+# Accounting: time=14 threads=1
+# Ended (code 0) at Fri Oct 11 09:50:11 EDT 2024, elapsed time 14 seconds
diff --git a/esc50_test_fold_4/logdir/codec_dump_ESPnet.7.log b/esc50_test_fold_4/logdir/codec_dump_ESPnet.7.log
new file mode 100644
index 0000000000000000000000000000000000000000..8921112613b753b0f7d2354b4decdfdf457c7cd0
--- /dev/null
+++ b/esc50_test_fold_4/logdir/codec_dump_ESPnet.7.log
@@ -0,0 +1,14 @@
+# python3 pyscripts/feats/dump_codec.py --codec_choice ESPnet --codec_fs 16000 --batch_size 5 --bias 0 --dump_audio false --rank 7 --vocab_file dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_4/token_lists/codec_token_list --wav_wspecifier ark,scp:dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_4/data/wav_resyn_ESPnet.7.ark,dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_4/data/wav_resyn_ESPnet.7.scp --checkpoint_path null --config_path null --hf_model_tag espnet/mls-multi_soundstream_16k scp:dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_4/logdir/wav.7.scp ark,scp:dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_4/data/wav_codec_ESPnet.7.ark,dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_4/data/wav_codec_ESPnet.7.scp 
+# Started at Fri Oct 11 09:49:57 EDT 2024
+#
+2024-10-11 09:49:58 | INFO | dump_codec | build with codec_choice: ESPnet
+
Fetching 30 files:   0%|          | 0/30 [00:00<?, ?it/s]
Fetching 30 files: 100%|██████████| 30/30 [00:00<00:00, 168445.94it/s]
+2024-10-11 09:50:07 | INFO | root | config file: /ocean/projects/cis210027p/swang26/miniconda3/envs/espnet_codec_robustness/lib/python3.10/site-packages/espnet_model_zoo/models--espnet--mls-multi_soundstream_16k/snapshots/74dc5ec297a04ee035e61c66d8821195ec49f462/exp/codec_mls_multi_soundstream4_large_v1.1/config.yaml
+/ocean/projects/cis210027p/swang26/miniconda3/envs/espnet_codec_robustness/lib/python3.10/site-packages/torch/nn/utils/weight_norm.py:28: UserWarning: torch.nn.utils.weight_norm is deprecated in favor of torch.nn.utils.parametrizations.weight_norm.
+  warnings.warn("torch.nn.utils.weight_norm is deprecated in favor of torch.nn.utils.parametrizations.weight_norm.")
+/ocean/projects/cis210027p/swang26/miniconda3/envs/espnet_codec_robustness/lib/python3.10/site-packages/librosa/util/decorators.py:88: UserWarning: Empty filters detected in mel frequency basis. Some channels will produce empty responses. Try increasing your sampling rate (and fmax) or reducing n_mels.
+  return f(*args, **kwargs)
+/ocean/projects/cis210027p/swang26/miniconda3/envs/espnet_codec_robustness/lib/python3.10/site-packages/torch/nn/modules/conv.py:306: UserWarning: Applied workaround for CuDNN issue, install nvrtc.so (Triggered internally at ../aten/src/ATen/native/cudnn/Conv_v8.cpp:84.)
+  return F.conv1d(input, weight, bias, self.stride,
+# Accounting: time=14 threads=1
+# Ended (code 0) at Fri Oct 11 09:50:11 EDT 2024, elapsed time 14 seconds
diff --git a/esc50_test_fold_4/logdir/codec_dump_ESPnet.8.log b/esc50_test_fold_4/logdir/codec_dump_ESPnet.8.log
new file mode 100644
index 0000000000000000000000000000000000000000..c6658034bc904c9a38f989aed953633afa4756fc
--- /dev/null
+++ b/esc50_test_fold_4/logdir/codec_dump_ESPnet.8.log
@@ -0,0 +1,14 @@
+# python3 pyscripts/feats/dump_codec.py --codec_choice ESPnet --codec_fs 16000 --batch_size 5 --bias 0 --dump_audio false --rank 8 --vocab_file dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_4/token_lists/codec_token_list --wav_wspecifier ark,scp:dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_4/data/wav_resyn_ESPnet.8.ark,dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_4/data/wav_resyn_ESPnet.8.scp --checkpoint_path null --config_path null --hf_model_tag espnet/mls-multi_soundstream_16k scp:dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_4/logdir/wav.8.scp ark,scp:dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_4/data/wav_codec_ESPnet.8.ark,dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_4/data/wav_codec_ESPnet.8.scp 
+# Started at Fri Oct 11 09:49:57 EDT 2024
+#
+2024-10-11 09:49:59 | INFO | dump_codec | build with codec_choice: ESPnet
+
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Fetching 30 files: 100%|██████████| 30/30 [00:00<00:00, 6744.34it/s]
+2024-10-11 09:50:07 | INFO | root | config file: /ocean/projects/cis210027p/swang26/miniconda3/envs/espnet_codec_robustness/lib/python3.10/site-packages/espnet_model_zoo/models--espnet--mls-multi_soundstream_16k/snapshots/74dc5ec297a04ee035e61c66d8821195ec49f462/exp/codec_mls_multi_soundstream4_large_v1.1/config.yaml
+/ocean/projects/cis210027p/swang26/miniconda3/envs/espnet_codec_robustness/lib/python3.10/site-packages/torch/nn/utils/weight_norm.py:28: UserWarning: torch.nn.utils.weight_norm is deprecated in favor of torch.nn.utils.parametrizations.weight_norm.
+  warnings.warn("torch.nn.utils.weight_norm is deprecated in favor of torch.nn.utils.parametrizations.weight_norm.")
+/ocean/projects/cis210027p/swang26/miniconda3/envs/espnet_codec_robustness/lib/python3.10/site-packages/librosa/util/decorators.py:88: UserWarning: Empty filters detected in mel frequency basis. Some channels will produce empty responses. Try increasing your sampling rate (and fmax) or reducing n_mels.
+  return f(*args, **kwargs)
+/ocean/projects/cis210027p/swang26/miniconda3/envs/espnet_codec_robustness/lib/python3.10/site-packages/torch/nn/modules/conv.py:306: UserWarning: Applied workaround for CuDNN issue, install nvrtc.so (Triggered internally at ../aten/src/ATen/native/cudnn/Conv_v8.cpp:84.)
+  return F.conv1d(input, weight, bias, self.stride,
+# Accounting: time=14 threads=1
+# Ended (code 0) at Fri Oct 11 09:50:11 EDT 2024, elapsed time 14 seconds
diff --git a/esc50_test_fold_4/logdir/wav.1.scp b/esc50_test_fold_4/logdir/wav.1.scp
new file mode 100644
index 0000000000000000000000000000000000000000..1ad4919b0845a10da2188a1745e86771e31c4091
--- /dev/null
+++ b/esc50_test_fold_4/logdir/wav.1.scp
@@ -0,0 +1,50 @@
+4-102844-A-49 dump_16000/audio_raw_tts_esc/esc50_test_fold_4/data/format.1/data_wav.ark:14
+4-102844-B-49 dump_16000/audio_raw_tts_esc/esc50_test_fold_4/data/format.1/data_wav.ark:127651
+4-102844-C-49 dump_16000/audio_raw_tts_esc/esc50_test_fold_4/data/format.1/data_wav.ark:252900
+4-102871-A-42 dump_16000/audio_raw_tts_esc/esc50_test_fold_4/data/format.1/data_wav.ark:377212
+4-107117-A-33 dump_16000/audio_raw_tts_esc/esc50_test_fold_4/data/format.1/data_wav.ark:496935
+4-107120-A-33 dump_16000/audio_raw_tts_esc/esc50_test_fold_4/data/format.1/data_wav.ark:629639
+4-107122-A-33 dump_16000/audio_raw_tts_esc/esc50_test_fold_4/data/format.1/data_wav.ark:689137
+4-108352-A-33 dump_16000/audio_raw_tts_esc/esc50_test_fold_4/data/format.1/data_wav.ark:804880
+4-111671-A-42 dump_16000/audio_raw_tts_esc/esc50_test_fold_4/data/format.1/data_wav.ark:876666
+4-111671-B-42 dump_16000/audio_raw_tts_esc/esc50_test_fold_4/data/format.1/data_wav.ark:972400
+4-117627-A-25 dump_16000/audio_raw_tts_esc/esc50_test_fold_4/data/format.1/data_wav.ark:1076972
+4-117630-A-25 dump_16000/audio_raw_tts_esc/esc50_test_fold_4/data/format.1/data_wav.ark:1167389
+4-119647-A-48 dump_16000/audio_raw_tts_esc/esc50_test_fold_4/data/format.1/data_wav.ark:1247110
+4-119647-B-48 dump_16000/audio_raw_tts_esc/esc50_test_fold_4/data/format.1/data_wav.ark:1308444
+4-119647-C-48 dump_16000/audio_raw_tts_esc/esc50_test_fold_4/data/format.1/data_wav.ark:1372470
+4-119647-D-48 dump_16000/audio_raw_tts_esc/esc50_test_fold_4/data/format.1/data_wav.ark:1427717
+4-119648-A-48 dump_16000/audio_raw_tts_esc/esc50_test_fold_4/data/format.1/data_wav.ark:1498560
+4-119648-B-48 dump_16000/audio_raw_tts_esc/esc50_test_fold_4/data/format.1/data_wav.ark:1575863
+4-119648-C-48 dump_16000/audio_raw_tts_esc/esc50_test_fold_4/data/format.1/data_wav.ark:1653056
+4-119648-D-48 dump_16000/audio_raw_tts_esc/esc50_test_fold_4/data/format.1/data_wav.ark:1707821
+4-119720-A-18 dump_16000/audio_raw_tts_esc/esc50_test_fold_4/data/format.1/data_wav.ark:1767326
+4-120160-A-5 dump_16000/audio_raw_tts_esc/esc50_test_fold_4/data/format.1/data_wav.ark:1877915
+4-121532-A-42 dump_16000/audio_raw_tts_esc/esc50_test_fold_4/data/format.1/data_wav.ark:1932589
+4-123680-A-18 dump_16000/audio_raw_tts_esc/esc50_test_fold_4/data/format.1/data_wav.ark:2013531
+4-125070-A-19 dump_16000/audio_raw_tts_esc/esc50_test_fold_4/data/format.1/data_wav.ark:2144259
+4-125071-A-19 dump_16000/audio_raw_tts_esc/esc50_test_fold_4/data/format.1/data_wav.ark:2216068
+4-125072-A-19 dump_16000/audio_raw_tts_esc/esc50_test_fold_4/data/format.1/data_wav.ark:2266243
+4-125072-B-19 dump_16000/audio_raw_tts_esc/esc50_test_fold_4/data/format.1/data_wav.ark:2333632
+4-125825-A-46 dump_16000/audio_raw_tts_esc/esc50_test_fold_4/data/format.1/data_wav.ark:2418391
+4-125825-B-46 dump_16000/audio_raw_tts_esc/esc50_test_fold_4/data/format.1/data_wav.ark:2509431
+4-125929-A-40 dump_16000/audio_raw_tts_esc/esc50_test_fold_4/data/format.1/data_wav.ark:2600398
+4-126046-A-18 dump_16000/audio_raw_tts_esc/esc50_test_fold_4/data/format.1/data_wav.ark:2713074
+4-126532-A-18 dump_16000/audio_raw_tts_esc/esc50_test_fold_4/data/format.1/data_wav.ark:2827793
+4-128659-A-33 dump_16000/audio_raw_tts_esc/esc50_test_fold_4/data/format.1/data_wav.ark:2964136
+4-130584-A-4 dump_16000/audio_raw_tts_esc/esc50_test_fold_4/data/format.1/data_wav.ark:3037056
+4-130891-A-7 dump_16000/audio_raw_tts_esc/esc50_test_fold_4/data/format.1/data_wav.ark:3141812
+4-132383-A-2 dump_16000/audio_raw_tts_esc/esc50_test_fold_4/data/format.1/data_wav.ark:3217354
+4-132383-B-2 dump_16000/audio_raw_tts_esc/esc50_test_fold_4/data/format.1/data_wav.ark:3315983
+4-132803-A-26 dump_16000/audio_raw_tts_esc/esc50_test_fold_4/data/format.1/data_wav.ark:3420766
+4-132810-A-26 dump_16000/audio_raw_tts_esc/esc50_test_fold_4/data/format.1/data_wav.ark:3506290
+4-132816-A-26 dump_16000/audio_raw_tts_esc/esc50_test_fold_4/data/format.1/data_wav.ark:3572218
+4-132839-A-33 dump_16000/audio_raw_tts_esc/esc50_test_fold_4/data/format.1/data_wav.ark:3686930
+4-133047-A-5 dump_16000/audio_raw_tts_esc/esc50_test_fold_4/data/format.1/data_wav.ark:3802992
+4-133047-B-5 dump_16000/audio_raw_tts_esc/esc50_test_fold_4/data/format.1/data_wav.ark:3889439
+4-133047-C-5 dump_16000/audio_raw_tts_esc/esc50_test_fold_4/data/format.1/data_wav.ark:3978284
+4-133674-A-26 dump_16000/audio_raw_tts_esc/esc50_test_fold_4/data/format.1/data_wav.ark:4070855
+4-133895-A-7 dump_16000/audio_raw_tts_esc/esc50_test_fold_4/data/format.1/data_wav.ark:4160670
+4-135439-A-18 dump_16000/audio_raw_tts_esc/esc50_test_fold_4/data/format.1/data_wav.ark:4181883
+4-136381-A-9 dump_16000/audio_raw_tts_esc/esc50_test_fold_4/data/format.1/data_wav.ark:4306268
+4-138344-A-9 dump_16000/audio_raw_tts_esc/esc50_test_fold_4/data/format.1/data_wav.ark:4359018
diff --git a/esc50_test_fold_4/logdir/wav.2.scp b/esc50_test_fold_4/logdir/wav.2.scp
new file mode 100644
index 0000000000000000000000000000000000000000..ca169fbc55f0477e0c90deea753cacdec5196005
--- /dev/null
+++ b/esc50_test_fold_4/logdir/wav.2.scp
@@ -0,0 +1,50 @@
+4-140034-A-46 dump_16000/audio_raw_tts_esc/esc50_test_fold_4/data/format.2/data_wav.ark:14
+4-141365-A-18 dump_16000/audio_raw_tts_esc/esc50_test_fold_4/data/format.2/data_wav.ark:69933
+4-143118-A-7 dump_16000/audio_raw_tts_esc/esc50_test_fold_4/data/format.2/data_wav.ark:203991
+4-143118-B-7 dump_16000/audio_raw_tts_esc/esc50_test_fold_4/data/format.2/data_wav.ark:289761
+4-144083-A-16 dump_16000/audio_raw_tts_esc/esc50_test_fold_4/data/format.2/data_wav.ark:381894
+4-144083-B-16 dump_16000/audio_raw_tts_esc/esc50_test_fold_4/data/format.2/data_wav.ark:487709
+4-144083-C-16 dump_16000/audio_raw_tts_esc/esc50_test_fold_4/data/format.2/data_wav.ark:575912
+4-144085-A-16 dump_16000/audio_raw_tts_esc/esc50_test_fold_4/data/format.2/data_wav.ark:666400
+4-144468-A-27 dump_16000/audio_raw_tts_esc/esc50_test_fold_4/data/format.2/data_wav.ark:750346
+4-144468-B-27 dump_16000/audio_raw_tts_esc/esc50_test_fold_4/data/format.2/data_wav.ark:858598
+4-145006-A-18 dump_16000/audio_raw_tts_esc/esc50_test_fold_4/data/format.2/data_wav.ark:929416
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index 0000000000000000000000000000000000000000..d72692380a7cb9698373cf41baa30b43bcc3a264
--- /dev/null
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diff --git a/esc50_test_fold_4/utt2spk b/esc50_test_fold_4/utt2spk
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diff --git a/esc50_test_fold_4/wav.scp b/esc50_test_fold_4/wav.scp
new file mode 100644
index 0000000000000000000000000000000000000000..866ac7f6f88d459e4c1729f4df03f38e2515f810
--- /dev/null
+++ b/esc50_test_fold_4/wav.scp
@@ -0,0 +1,400 @@
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diff --git a/esc50_test_fold_5/data.json b/esc50_test_fold_5/data.json
new file mode 100644
index 0000000000000000000000000000000000000000..8aa939b844b3cafd2f1eaa5cd053fd0431b2b6b5
--- /dev/null
+++ b/esc50_test_fold_5/data.json
@@ -0,0 +1,415 @@
+{
+    "task": "tts",
+    "vocabularies": [
+        "dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_5/token_lists/g2p_token_list",
+        "dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_5/token_lists/codec_token_list"
+    ],
+    "data_files": [
+        "dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_5/index_files/text,g2p,text",
+        "dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_5/index_files/utt2spk,spk,text",
+        "dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_5/index_files/wav.scp,codec,kaldi_ark"
+    ],
+    "num_examples": 400,
+    "examples": [
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+        "5-244933-A-34",
+        "5-245040-A-35",
+        "5-248341-A-6",
+        "5-248341-B-6",
+        "5-248341-C-6",
+        "5-249748-A-28",
+        "5-249937-A-22",
+        "5-250026-A-30",
+        "5-250026-B-30",
+        "5-250258-A-49",
+        "5-250629-A-37",
+        "5-250753-A-34",
+        "5-251426-A-30",
+        "5-251426-B-30",
+        "5-251489-A-24",
+        "5-251957-A-47",
+        "5-251962-A-47",
+        "5-251963-A-47",
+        "5-251971-A-47",
+        "5-252248-A-34",
+        "5-253085-A-3",
+        "5-253085-B-3",
+        "5-253094-A-49",
+        "5-253094-B-49",
+        "5-253094-C-49",
+        "5-253094-D-49",
+        "5-253101-A-49",
+        "5-253101-B-49",
+        "5-253101-C-49",
+        "5-253534-A-26",
+        "5-254160-A-22",
+        "5-254832-A-15",
+        "5-254832-B-15",
+        "5-256452-A-5",
+        "5-256512-A-30",
+        "5-257349-A-15",
+        "5-257642-A-39",
+        "5-257839-A-14",
+        "5-259169-A-5",
+        "5-259180-A-15",
+        "5-259514-A-26",
+        "5-259640-A-29",
+        "5-260011-A-34",
+        "5-260164-A-23",
+        "5-260432-A-39",
+        "5-260433-A-39",
+        "5-260434-A-39",
+        "5-260875-A-35",
+        "5-261325-A-9",
+        "5-261433-A-15",
+        "5-261439-A-15",
+        "5-261464-A-23",
+        "5-262641-A-15",
+        "5-262957-A-22",
+        "5-263490-A-25",
+        "5-263491-A-25",
+        "5-263501-A-25",
+        "5-263775-A-26",
+        "5-263775-B-26",
+        "5-263831-A-6",
+        "5-263831-B-6",
+        "5-263902-A-36",
+        "5-51149-A-25",
+        "5-61635-A-8",
+        "5-9032-A-0"
+    ]
+}
\ No newline at end of file
diff --git a/esc50_test_fold_5/data/wav_codec_ESPnet.1.ark b/esc50_test_fold_5/data/wav_codec_ESPnet.1.ark
new file mode 100644
index 0000000000000000000000000000000000000000..8b7400d48f1b74602aff4b98d0f9beec337f6279
Binary files /dev/null and b/esc50_test_fold_5/data/wav_codec_ESPnet.1.ark differ
diff --git a/esc50_test_fold_5/data/wav_codec_ESPnet.1.scp b/esc50_test_fold_5/data/wav_codec_ESPnet.1.scp
new file mode 100644
index 0000000000000000000000000000000000000000..c8552b760cc370b0c447d5e89a0b6d0313dfa530
--- /dev/null
+++ b/esc50_test_fold_5/data/wav_codec_ESPnet.1.scp
@@ -0,0 +1,50 @@
+5-103415-A-2 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_5/data/wav_codec_ESPnet.1.ark:13
+5-103416-A-2 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_5/data/wav_codec_ESPnet.1.ark:10033
+5-103418-A-2 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_5/data/wav_codec_ESPnet.1.ark:20053
+5-103420-A-2 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_5/data/wav_codec_ESPnet.1.ark:30073
+5-103421-A-2 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_5/data/wav_codec_ESPnet.1.ark:40093
+5-103422-A-2 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_5/data/wav_codec_ESPnet.1.ark:50113
+5-117118-A-42 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_5/data/wav_codec_ESPnet.1.ark:60134
+5-117120-A-42 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_5/data/wav_codec_ESPnet.1.ark:70155
+5-117122-A-42 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_5/data/wav_codec_ESPnet.1.ark:80176
+5-117250-A-2 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_5/data/wav_codec_ESPnet.1.ark:90196
+5-117773-A-16 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_5/data/wav_codec_ESPnet.1.ark:100217
+5-127990-A-2 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_5/data/wav_codec_ESPnet.1.ark:110237
+5-133989-A-42 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_5/data/wav_codec_ESPnet.1.ark:120258
+5-133989-B-42 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_5/data/wav_codec_ESPnet.1.ark:130279
+5-141683-A-35 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_5/data/wav_codec_ESPnet.1.ark:140300
+5-147297-A-27 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_5/data/wav_codec_ESPnet.1.ark:150321
+5-150409-A-42 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_5/data/wav_codec_ESPnet.1.ark:160342
+5-151085-A-20 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_5/data/wav_codec_ESPnet.1.ark:170363
+5-156026-A-4 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_5/data/wav_codec_ESPnet.1.ark:180383
+5-156026-B-4 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_5/data/wav_codec_ESPnet.1.ark:190403
+5-156026-C-4 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_5/data/wav_codec_ESPnet.1.ark:200423
+5-156026-D-4 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_5/data/wav_codec_ESPnet.1.ark:210443
+5-156698-A-18 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_5/data/wav_codec_ESPnet.1.ark:220464
+5-156999-A-19 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_5/data/wav_codec_ESPnet.1.ark:230485
+5-156999-B-19 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_5/data/wav_codec_ESPnet.1.ark:240506
+5-156999-C-19 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_5/data/wav_codec_ESPnet.1.ark:250527
+5-156999-D-19 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_5/data/wav_codec_ESPnet.1.ark:260548
+5-156999-E-19 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_5/data/wav_codec_ESPnet.1.ark:270569
+5-157204-A-16 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_5/data/wav_codec_ESPnet.1.ark:280590
+5-157204-B-16 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_5/data/wav_codec_ESPnet.1.ark:290611
+5-160551-A-42 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_5/data/wav_codec_ESPnet.1.ark:300632
+5-160614-A-48 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_5/data/wav_codec_ESPnet.1.ark:310653
+5-160614-B-48 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_5/data/wav_codec_ESPnet.1.ark:320674
+5-160614-C-48 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_5/data/wav_codec_ESPnet.1.ark:330695
+5-160614-D-48 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_5/data/wav_codec_ESPnet.1.ark:340716
+5-160614-E-48 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_5/data/wav_codec_ESPnet.1.ark:350737
+5-160614-F-48 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_5/data/wav_codec_ESPnet.1.ark:360758
+5-160614-G-48 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_5/data/wav_codec_ESPnet.1.ark:370779
+5-160614-H-48 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_5/data/wav_codec_ESPnet.1.ark:380800
+5-161270-A-33 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_5/data/wav_codec_ESPnet.1.ark:390821
+5-161270-B-33 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_5/data/wav_codec_ESPnet.1.ark:400842
+5-169983-A-5 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_5/data/wav_codec_ESPnet.1.ark:410862
+5-170338-A-41 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_5/data/wav_codec_ESPnet.1.ark:420883
+5-170338-B-41 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_5/data/wav_codec_ESPnet.1.ark:430904
+5-171118-A-26 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_5/data/wav_codec_ESPnet.1.ark:440925
+5-171653-A-41 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_5/data/wav_codec_ESPnet.1.ark:450946
+5-172299-A-5 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_5/data/wav_codec_ESPnet.1.ark:460966
+5-172639-A-5 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_5/data/wav_codec_ESPnet.1.ark:470986
+5-173568-A-33 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_5/data/wav_codec_ESPnet.1.ark:481007
+5-177034-A-18 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_5/data/wav_codec_ESPnet.1.ark:491028
diff --git a/esc50_test_fold_5/data/wav_codec_ESPnet.2.ark b/esc50_test_fold_5/data/wav_codec_ESPnet.2.ark
new file mode 100644
index 0000000000000000000000000000000000000000..dfcb18a658f69da83cec2d0dfcff0f6e7254cc78
Binary files /dev/null and b/esc50_test_fold_5/data/wav_codec_ESPnet.2.ark differ
diff --git a/esc50_test_fold_5/data/wav_codec_ESPnet.2.scp b/esc50_test_fold_5/data/wav_codec_ESPnet.2.scp
new file mode 100644
index 0000000000000000000000000000000000000000..57f60fb6ab384f2297ff4ee93b860a0d538123a9
--- /dev/null
+++ b/esc50_test_fold_5/data/wav_codec_ESPnet.2.scp
@@ -0,0 +1,50 @@
+5-177614-A-5 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_5/data/wav_codec_ESPnet.2.ark:13
+5-177779-A-33 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_5/data/wav_codec_ESPnet.2.ark:10034
+5-177957-A-40 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_5/data/wav_codec_ESPnet.2.ark:20055
+5-177957-B-40 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_5/data/wav_codec_ESPnet.2.ark:30076
+5-177957-C-40 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_5/data/wav_codec_ESPnet.2.ark:40097
+5-177957-D-40 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_5/data/wav_codec_ESPnet.2.ark:50118
+5-177957-E-40 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_5/data/wav_codec_ESPnet.2.ark:60139
+5-178997-A-24 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_5/data/wav_codec_ESPnet.2.ark:70160
+5-179294-A-46 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_5/data/wav_codec_ESPnet.2.ark:80181
+5-179496-A-16 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_5/data/wav_codec_ESPnet.2.ark:90202
+5-179496-B-16 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_5/data/wav_codec_ESPnet.2.ark:100223
+5-179860-A-43 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_5/data/wav_codec_ESPnet.2.ark:110244
+5-179863-A-43 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_5/data/wav_codec_ESPnet.2.ark:120265
+5-179865-A-43 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_5/data/wav_codec_ESPnet.2.ark:130286
+5-179866-A-43 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_5/data/wav_codec_ESPnet.2.ark:140307
+5-179868-A-43 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_5/data/wav_codec_ESPnet.2.ark:150328
+5-180156-A-43 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_5/data/wav_codec_ESPnet.2.ark:160349
+5-180156-B-43 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_5/data/wav_codec_ESPnet.2.ark:170370
+5-180156-C-43 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_5/data/wav_codec_ESPnet.2.ark:180391
+5-180229-A-27 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_5/data/wav_codec_ESPnet.2.ark:190412
+5-181458-A-33 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_5/data/wav_codec_ESPnet.2.ark:200433
+5-181766-A-10 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_5/data/wav_codec_ESPnet.2.ark:210454
+5-181977-A-35 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_5/data/wav_codec_ESPnet.2.ark:220475
+5-182007-A-36 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_5/data/wav_codec_ESPnet.2.ark:230496
+5-182010-A-36 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_5/data/wav_codec_ESPnet.2.ark:240517
+5-182012-A-36 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_5/data/wav_codec_ESPnet.2.ark:250538
+5-182404-A-18 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_5/data/wav_codec_ESPnet.2.ark:260559
+5-184323-A-42 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_5/data/wav_codec_ESPnet.2.ark:270580
+5-184871-A-24 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_5/data/wav_codec_ESPnet.2.ark:280601
+5-185516-A-27 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_5/data/wav_codec_ESPnet.2.ark:290622
+5-185579-A-41 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_5/data/wav_codec_ESPnet.2.ark:300643
+5-185579-B-41 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_5/data/wav_codec_ESPnet.2.ark:310664
+5-185908-A-18 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_5/data/wav_codec_ESPnet.2.ark:320685
+5-186924-A-12 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_5/data/wav_codec_ESPnet.2.ark:330706
+5-187201-A-4 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_5/data/wav_codec_ESPnet.2.ark:340726
+5-187201-B-4 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_5/data/wav_codec_ESPnet.2.ark:350746
+5-187444-A-33 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_5/data/wav_codec_ESPnet.2.ark:360767
+5-187979-A-21 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_5/data/wav_codec_ESPnet.2.ark:370788
+5-188365-A-36 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_5/data/wav_codec_ESPnet.2.ark:380809
+5-188495-A-19 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_5/data/wav_codec_ESPnet.2.ark:390830
+5-188606-A-33 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_5/data/wav_codec_ESPnet.2.ark:400851
+5-188655-A-10 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_5/data/wav_codec_ESPnet.2.ark:410872
+5-188716-A-46 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_5/data/wav_codec_ESPnet.2.ark:420893
+5-188796-A-45 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_5/data/wav_codec_ESPnet.2.ark:430914
+5-188945-A-45 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_5/data/wav_codec_ESPnet.2.ark:440935
+5-189212-A-12 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_5/data/wav_codec_ESPnet.2.ark:450956
+5-189237-A-12 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_5/data/wav_codec_ESPnet.2.ark:460977
+5-189795-A-4 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_5/data/wav_codec_ESPnet.2.ark:470997
+5-191131-A-40 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_5/data/wav_codec_ESPnet.2.ark:481018
+5-191497-A-33 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_5/data/wav_codec_ESPnet.2.ark:491039
diff --git a/esc50_test_fold_5/data/wav_codec_ESPnet.3.ark b/esc50_test_fold_5/data/wav_codec_ESPnet.3.ark
new file mode 100644
index 0000000000000000000000000000000000000000..0fd331a57f857695a085cc8e6a729b0b6b861d75
Binary files /dev/null and b/esc50_test_fold_5/data/wav_codec_ESPnet.3.ark differ
diff --git a/esc50_test_fold_5/data/wav_codec_ESPnet.3.scp b/esc50_test_fold_5/data/wav_codec_ESPnet.3.scp
new file mode 100644
index 0000000000000000000000000000000000000000..85c549ba5516c59cdeecc078040f8f9b0866d477
--- /dev/null
+++ b/esc50_test_fold_5/data/wav_codec_ESPnet.3.scp
@@ -0,0 +1,50 @@
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+5-193473-A-12 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_5/data/wav_codec_ESPnet.3.ark:20056
+5-193473-B-12 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_5/data/wav_codec_ESPnet.3.ark:30077
+5-194533-A-21 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_5/data/wav_codec_ESPnet.3.ark:40098
+5-194892-A-10 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_5/data/wav_codec_ESPnet.3.ark:50119
+5-194899-A-3 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_5/data/wav_codec_ESPnet.3.ark:60139
+5-194899-B-3 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_5/data/wav_codec_ESPnet.3.ark:70159
+5-194899-C-3 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_5/data/wav_codec_ESPnet.3.ark:80179
+5-194899-D-3 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_5/data/wav_codec_ESPnet.3.ark:90199
+5-194930-A-1 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_5/data/wav_codec_ESPnet.3.ark:100219
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+5-194932-A-7 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_5/data/wav_codec_ESPnet.3.ark:120259
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+5-198278-C-7 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_5/data/wav_codec_ESPnet.3.ark:250526
+5-198321-A-10 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_5/data/wav_codec_ESPnet.3.ark:260547
+5-198373-A-46 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_5/data/wav_codec_ESPnet.3.ark:270568
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+5-198411-E-20 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_5/data/wav_codec_ESPnet.3.ark:320673
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+5-198411-G-20 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_5/data/wav_codec_ESPnet.3.ark:340715
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+5-198891-D-8 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_5/data/wav_codec_ESPnet.3.ark:390816
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+5-200329-A-8 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_5/data/wav_codec_ESPnet.3.ark:420878
+5-200329-B-8 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_5/data/wav_codec_ESPnet.3.ark:430898
+5-200329-C-8 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_5/data/wav_codec_ESPnet.3.ark:440918
+5-200334-A-1 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_5/data/wav_codec_ESPnet.3.ark:450938
+5-200334-B-1 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_5/data/wav_codec_ESPnet.3.ark:460958
+5-200339-A-1 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_5/data/wav_codec_ESPnet.3.ark:470978
+5-200461-A-11 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_5/data/wav_codec_ESPnet.3.ark:480999
+5-200461-B-11 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_5/data/wav_codec_ESPnet.3.ark:491020
diff --git a/esc50_test_fold_5/data/wav_codec_ESPnet.4.ark b/esc50_test_fold_5/data/wav_codec_ESPnet.4.ark
new file mode 100644
index 0000000000000000000000000000000000000000..c08e5c1f2972ab08f42d906d33b77f8f67b676a9
Binary files /dev/null and b/esc50_test_fold_5/data/wav_codec_ESPnet.4.ark differ
diff --git a/esc50_test_fold_5/data/wav_codec_ESPnet.4.scp b/esc50_test_fold_5/data/wav_codec_ESPnet.4.scp
new file mode 100644
index 0000000000000000000000000000000000000000..d57d8269d90c2d313fb69724d2faf68f0a22adcd
--- /dev/null
+++ b/esc50_test_fold_5/data/wav_codec_ESPnet.4.scp
@@ -0,0 +1,50 @@
+5-201170-A-46 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_5/data/wav_codec_ESPnet.4.ark:14
+5-201172-A-46 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_5/data/wav_codec_ESPnet.4.ark:10035
+5-201194-A-38 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_5/data/wav_codec_ESPnet.4.ark:20056
+5-201274-A-21 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_5/data/wav_codec_ESPnet.4.ark:30077
+5-201664-A-18 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_5/data/wav_codec_ESPnet.4.ark:40098
+5-202020-A-18 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_5/data/wav_codec_ESPnet.4.ark:50119
+5-202220-A-21 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_5/data/wav_codec_ESPnet.4.ark:60140
+5-202540-A-18 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_5/data/wav_codec_ESPnet.4.ark:70161
+5-202795-A-3 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_5/data/wav_codec_ESPnet.4.ark:80181
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+5-203128-A-0 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_5/data/wav_codec_ESPnet.4.ark:100222
+5-203128-B-0 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_5/data/wav_codec_ESPnet.4.ark:110242
+5-203739-A-10 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_5/data/wav_codec_ESPnet.4.ark:120263
+5-204114-A-29 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_5/data/wav_codec_ESPnet.4.ark:130284
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+5-204352-B-13 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_5/data/wav_codec_ESPnet.4.ark:150326
+5-204604-A-24 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_5/data/wav_codec_ESPnet.4.ark:160347
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+5-205090-A-32 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_5/data/wav_codec_ESPnet.4.ark:180389
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+5-207811-A-35 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_5/data/wav_codec_ESPnet.4.ark:240515
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+5-207836-B-29 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_5/data/wav_codec_ESPnet.4.ark:270578
+5-207836-C-29 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_5/data/wav_codec_ESPnet.4.ark:280599
+5-207836-D-29 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_5/data/wav_codec_ESPnet.4.ark:290620
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+5-209719-A-24 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_5/data/wav_codec_ESPnet.4.ark:360766
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+5-210540-A-13 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_5/data/wav_codec_ESPnet.4.ark:410871
+5-210571-A-38 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_5/data/wav_codec_ESPnet.4.ark:420892
+5-210612-A-37 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_5/data/wav_codec_ESPnet.4.ark:430913
+5-211197-A-24 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_5/data/wav_codec_ESPnet.4.ark:440934
+5-211408-A-37 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_5/data/wav_codec_ESPnet.4.ark:450955
+5-212050-A-27 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_5/data/wav_codec_ESPnet.4.ark:460976
+5-212054-A-36 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_5/data/wav_codec_ESPnet.4.ark:470997
+5-212059-A-36 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_5/data/wav_codec_ESPnet.4.ark:481018
+5-212181-A-38 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_5/data/wav_codec_ESPnet.4.ark:491039
diff --git a/esc50_test_fold_5/data/wav_codec_ESPnet.5.ark b/esc50_test_fold_5/data/wav_codec_ESPnet.5.ark
new file mode 100644
index 0000000000000000000000000000000000000000..5dd95f8ae885d1ed227171e3ad4ad49258f00dfc
Binary files /dev/null and b/esc50_test_fold_5/data/wav_codec_ESPnet.5.ark differ
diff --git a/esc50_test_fold_5/data/wav_codec_ESPnet.5.scp b/esc50_test_fold_5/data/wav_codec_ESPnet.5.scp
new file mode 100644
index 0000000000000000000000000000000000000000..819c889f3e5df96f12c72a923818949458866632
--- /dev/null
+++ b/esc50_test_fold_5/data/wav_codec_ESPnet.5.scp
@@ -0,0 +1,50 @@
+5-212454-A-0 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_5/data/wav_codec_ESPnet.5.ark:13
+5-212730-A-17 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_5/data/wav_codec_ESPnet.5.ark:10034
+5-212734-A-17 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_5/data/wav_codec_ESPnet.5.ark:20055
+5-212736-A-17 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_5/data/wav_codec_ESPnet.5.ark:30076
+5-213077-A-11 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_5/data/wav_codec_ESPnet.5.ark:40097
+5-213293-A-23 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_5/data/wav_codec_ESPnet.5.ark:50118
+5-213802-A-12 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_5/data/wav_codec_ESPnet.5.ark:60139
+5-213836-A-9 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_5/data/wav_codec_ESPnet.5.ark:70159
+5-213836-B-9 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_5/data/wav_codec_ESPnet.5.ark:80179
+5-213836-C-9 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_5/data/wav_codec_ESPnet.5.ark:90199
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+5-213855-A-0 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_5/data/wav_codec_ESPnet.5.ark:110239
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+5-216214-A-13 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_5/data/wav_codec_ESPnet.5.ark:270572
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+5-216368-A-28 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_5/data/wav_codec_ESPnet.5.ark:290614
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+5-219242-A-37 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_5/data/wav_codec_ESPnet.5.ark:420886
+5-219242-B-37 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_5/data/wav_codec_ESPnet.5.ark:430907
+5-219318-A-31 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_5/data/wav_codec_ESPnet.5.ark:440928
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+5-219379-B-11 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_5/data/wav_codec_ESPnet.5.ark:470991
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diff --git a/esc50_test_fold_5/data/wav_codec_ESPnet.6.ark b/esc50_test_fold_5/data/wav_codec_ESPnet.6.ark
new file mode 100644
index 0000000000000000000000000000000000000000..623ffb82d4d5dbfedd565788c8f95aa81b711efa
Binary files /dev/null and b/esc50_test_fold_5/data/wav_codec_ESPnet.6.ark differ
diff --git a/esc50_test_fold_5/data/wav_codec_ESPnet.6.scp b/esc50_test_fold_5/data/wav_codec_ESPnet.6.scp
new file mode 100644
index 0000000000000000000000000000000000000000..dc33397e5f3c044b5c88035ea5e46544aea147a1
--- /dev/null
+++ b/esc50_test_fold_5/data/wav_codec_ESPnet.6.scp
@@ -0,0 +1,50 @@
+5-220027-A-21 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_5/data/wav_codec_ESPnet.6.ark:14
+5-220939-A-27 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_5/data/wav_codec_ESPnet.6.ark:10035
+5-220955-A-40 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_5/data/wav_codec_ESPnet.6.ark:20056
+5-221518-A-21 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_5/data/wav_codec_ESPnet.6.ark:30077
+5-221528-A-39 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_5/data/wav_codec_ESPnet.6.ark:40098
+5-221529-A-39 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_5/data/wav_codec_ESPnet.6.ark:50119
+5-221567-A-22 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_5/data/wav_codec_ESPnet.6.ark:60140
+5-221568-A-22 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_5/data/wav_codec_ESPnet.6.ark:70161
+5-221593-A-21 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_5/data/wav_codec_ESPnet.6.ark:80182
+5-221878-A-34 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_5/data/wav_codec_ESPnet.6.ark:90203
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+5-222041-A-9 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_5/data/wav_codec_ESPnet.6.ark:110244
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+5-235644-A-30 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_5/data/wav_codec_ESPnet.6.ark:430911
+5-235671-A-38 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_5/data/wav_codec_ESPnet.6.ark:440932
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+5-235893-A-28 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_5/data/wav_codec_ESPnet.6.ark:460974
+5-235956-A-47 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_5/data/wav_codec_ESPnet.6.ark:470995
+5-236288-A-28 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_5/data/wav_codec_ESPnet.6.ark:481016
+5-236299-A-34 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_5/data/wav_codec_ESPnet.6.ark:491037
diff --git a/esc50_test_fold_5/data/wav_codec_ESPnet.7.ark b/esc50_test_fold_5/data/wav_codec_ESPnet.7.ark
new file mode 100644
index 0000000000000000000000000000000000000000..12dcd52d965e8e32ca66b8dbc93deef2fbc6a388
Binary files /dev/null and b/esc50_test_fold_5/data/wav_codec_ESPnet.7.ark differ
diff --git a/esc50_test_fold_5/data/wav_codec_ESPnet.7.scp b/esc50_test_fold_5/data/wav_codec_ESPnet.7.scp
new file mode 100644
index 0000000000000000000000000000000000000000..bf4c859bf9548fd410ba820e0e71cb4e27d20f27
--- /dev/null
+++ b/esc50_test_fold_5/data/wav_codec_ESPnet.7.scp
@@ -0,0 +1,50 @@
+5-237315-A-31 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_5/data/wav_codec_ESPnet.7.ark:14
+5-237499-A-4 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_5/data/wav_codec_ESPnet.7.ark:10034
+5-237795-A-34 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_5/data/wav_codec_ESPnet.7.ark:20055
+5-238021-A-35 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_5/data/wav_codec_ESPnet.7.ark:30076
+5-238492-A-23 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_5/data/wav_codec_ESPnet.7.ark:40097
+5-238926-A-31 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_5/data/wav_codec_ESPnet.7.ark:50118
+5-238938-A-27 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_5/data/wav_codec_ESPnet.7.ark:60139
+5-240671-A-44 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_5/data/wav_codec_ESPnet.7.ark:70160
+5-241846-A-15 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_5/data/wav_codec_ESPnet.7.ark:80181
+5-242490-A-14 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_5/data/wav_codec_ESPnet.7.ark:90202
+5-242491-A-14 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_5/data/wav_codec_ESPnet.7.ark:100223
+5-242492-A-3 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_5/data/wav_codec_ESPnet.7.ark:110243
+5-242711-A-9 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_5/data/wav_codec_ESPnet.7.ark:120263
+5-242932-A-26 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_5/data/wav_codec_ESPnet.7.ark:130284
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+5-243448-A-14 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_5/data/wav_codec_ESPnet.7.ark:170368
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+5-243450-A-14 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_5/data/wav_codec_ESPnet.7.ark:190410
+5-243459-A-14 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_5/data/wav_codec_ESPnet.7.ark:200431
+5-243459-B-14 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_5/data/wav_codec_ESPnet.7.ark:210452
+5-243635-A-29 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_5/data/wav_codec_ESPnet.7.ark:220473
+5-243773-A-44 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_5/data/wav_codec_ESPnet.7.ark:230494
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diff --git a/esc50_test_fold_5/index_files/wav.scp b/esc50_test_fold_5/index_files/wav.scp
new file mode 100644
index 0000000000000000000000000000000000000000..5164be571699ee619e627bd3825f1280c06f683c
--- /dev/null
+++ b/esc50_test_fold_5/index_files/wav.scp
@@ -0,0 +1,400 @@
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+5-244459-A-28 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_5/data/wav_codec_ESPnet.7.ark:320680
+5-244526-A-26 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_5/data/wav_codec_ESPnet.7.ark:330701
+5-244651-A-31 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_5/data/wav_codec_ESPnet.7.ark:340722
+5-244933-A-34 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_5/data/wav_codec_ESPnet.7.ark:350743
+5-245040-A-35 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_5/data/wav_codec_ESPnet.7.ark:360764
+5-248341-A-6 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_5/data/wav_codec_ESPnet.7.ark:370784
+5-248341-B-6 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_5/data/wav_codec_ESPnet.7.ark:380804
+5-248341-C-6 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_5/data/wav_codec_ESPnet.7.ark:390824
+5-249748-A-28 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_5/data/wav_codec_ESPnet.7.ark:400845
+5-249937-A-22 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_5/data/wav_codec_ESPnet.7.ark:410866
+5-250026-A-30 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_5/data/wav_codec_ESPnet.7.ark:420887
+5-250026-B-30 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_5/data/wav_codec_ESPnet.7.ark:430908
+5-250258-A-49 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_5/data/wav_codec_ESPnet.7.ark:440929
+5-250629-A-37 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_5/data/wav_codec_ESPnet.7.ark:450950
+5-250753-A-34 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_5/data/wav_codec_ESPnet.7.ark:460971
+5-251426-A-30 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_5/data/wav_codec_ESPnet.7.ark:470992
+5-251426-B-30 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_5/data/wav_codec_ESPnet.7.ark:481013
+5-251489-A-24 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_5/data/wav_codec_ESPnet.7.ark:491034
+5-251957-A-47 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_5/data/wav_codec_ESPnet.8.ark:14
+5-251962-A-47 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_5/data/wav_codec_ESPnet.8.ark:10035
+5-251963-A-47 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_5/data/wav_codec_ESPnet.8.ark:20056
+5-251971-A-47 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_5/data/wav_codec_ESPnet.8.ark:30077
+5-252248-A-34 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_5/data/wav_codec_ESPnet.8.ark:40098
+5-253085-A-3 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_5/data/wav_codec_ESPnet.8.ark:50118
+5-253085-B-3 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_5/data/wav_codec_ESPnet.8.ark:60138
+5-253094-A-49 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_5/data/wav_codec_ESPnet.8.ark:70159
+5-253094-B-49 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_5/data/wav_codec_ESPnet.8.ark:80180
+5-253094-C-49 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_5/data/wav_codec_ESPnet.8.ark:90201
+5-253094-D-49 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_5/data/wav_codec_ESPnet.8.ark:100222
+5-253101-A-49 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_5/data/wav_codec_ESPnet.8.ark:110243
+5-253101-B-49 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_5/data/wav_codec_ESPnet.8.ark:120264
+5-253101-C-49 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_5/data/wav_codec_ESPnet.8.ark:130285
+5-253534-A-26 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_5/data/wav_codec_ESPnet.8.ark:140306
+5-254160-A-22 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_5/data/wav_codec_ESPnet.8.ark:150327
+5-254832-A-15 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_5/data/wav_codec_ESPnet.8.ark:160348
+5-254832-B-15 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_5/data/wav_codec_ESPnet.8.ark:170369
+5-256452-A-5 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_5/data/wav_codec_ESPnet.8.ark:180389
+5-256512-A-30 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_5/data/wav_codec_ESPnet.8.ark:190410
+5-257349-A-15 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_5/data/wav_codec_ESPnet.8.ark:200431
+5-257642-A-39 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_5/data/wav_codec_ESPnet.8.ark:210452
+5-257839-A-14 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_5/data/wav_codec_ESPnet.8.ark:220473
+5-259169-A-5 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_5/data/wav_codec_ESPnet.8.ark:230493
+5-259180-A-15 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_5/data/wav_codec_ESPnet.8.ark:240514
+5-259514-A-26 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_5/data/wav_codec_ESPnet.8.ark:250535
+5-259640-A-29 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_5/data/wav_codec_ESPnet.8.ark:260556
+5-260011-A-34 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_5/data/wav_codec_ESPnet.8.ark:270577
+5-260164-A-23 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_5/data/wav_codec_ESPnet.8.ark:280598
+5-260432-A-39 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_5/data/wav_codec_ESPnet.8.ark:290619
+5-260433-A-39 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_5/data/wav_codec_ESPnet.8.ark:300640
+5-260434-A-39 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_5/data/wav_codec_ESPnet.8.ark:310661
+5-260875-A-35 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_5/data/wav_codec_ESPnet.8.ark:320682
+5-261325-A-9 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_5/data/wav_codec_ESPnet.8.ark:330702
+5-261433-A-15 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_5/data/wav_codec_ESPnet.8.ark:340723
+5-261439-A-15 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_5/data/wav_codec_ESPnet.8.ark:350744
+5-261464-A-23 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_5/data/wav_codec_ESPnet.8.ark:360765
+5-262641-A-15 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_5/data/wav_codec_ESPnet.8.ark:370786
+5-262957-A-22 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_5/data/wav_codec_ESPnet.8.ark:380807
+5-263490-A-25 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_5/data/wav_codec_ESPnet.8.ark:390828
+5-263491-A-25 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_5/data/wav_codec_ESPnet.8.ark:400849
+5-263501-A-25 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_5/data/wav_codec_ESPnet.8.ark:410870
+5-263775-A-26 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_5/data/wav_codec_ESPnet.8.ark:420891
+5-263775-B-26 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_5/data/wav_codec_ESPnet.8.ark:430912
+5-263831-A-6 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_5/data/wav_codec_ESPnet.8.ark:440932
+5-263831-B-6 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_5/data/wav_codec_ESPnet.8.ark:450952
+5-263902-A-36 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_5/data/wav_codec_ESPnet.8.ark:460973
+5-51149-A-25 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_5/data/wav_codec_ESPnet.8.ark:470993
+5-61635-A-8 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_5/data/wav_codec_ESPnet.8.ark:481012
+5-9032-A-0 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_5/data/wav_codec_ESPnet.8.ark:491030
diff --git a/esc50_test_fold_5/logdir/codec_dump_ESPnet.1.log b/esc50_test_fold_5/logdir/codec_dump_ESPnet.1.log
new file mode 100644
index 0000000000000000000000000000000000000000..9d32e713c653fbeb3698a1cdab4ad19ee2880d78
--- /dev/null
+++ b/esc50_test_fold_5/logdir/codec_dump_ESPnet.1.log
@@ -0,0 +1,14 @@
+# python3 pyscripts/feats/dump_codec.py --codec_choice ESPnet --codec_fs 16000 --batch_size 5 --bias 0 --dump_audio false --rank 1 --vocab_file dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_5/token_lists/codec_token_list --wav_wspecifier ark,scp:dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_5/data/wav_resyn_ESPnet.1.ark,dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_5/data/wav_resyn_ESPnet.1.scp --checkpoint_path null --config_path null --hf_model_tag espnet/mls-multi_soundstream_16k scp:dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_5/logdir/wav.1.scp ark,scp:dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_5/data/wav_codec_ESPnet.1.ark,dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_5/data/wav_codec_ESPnet.1.scp 
+# Started at Fri Oct 11 09:51:34 EDT 2024
+#
+2024-10-11 09:51:35 | INFO | dump_codec | build with codec_choice: ESPnet
+
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+2024-10-11 09:51:44 | INFO | root | config file: /ocean/projects/cis210027p/swang26/miniconda3/envs/espnet_codec_robustness/lib/python3.10/site-packages/espnet_model_zoo/models--espnet--mls-multi_soundstream_16k/snapshots/74dc5ec297a04ee035e61c66d8821195ec49f462/exp/codec_mls_multi_soundstream4_large_v1.1/config.yaml
+/ocean/projects/cis210027p/swang26/miniconda3/envs/espnet_codec_robustness/lib/python3.10/site-packages/torch/nn/utils/weight_norm.py:28: UserWarning: torch.nn.utils.weight_norm is deprecated in favor of torch.nn.utils.parametrizations.weight_norm.
+  warnings.warn("torch.nn.utils.weight_norm is deprecated in favor of torch.nn.utils.parametrizations.weight_norm.")
+/ocean/projects/cis210027p/swang26/miniconda3/envs/espnet_codec_robustness/lib/python3.10/site-packages/librosa/util/decorators.py:88: UserWarning: Empty filters detected in mel frequency basis. Some channels will produce empty responses. Try increasing your sampling rate (and fmax) or reducing n_mels.
+  return f(*args, **kwargs)
+/ocean/projects/cis210027p/swang26/miniconda3/envs/espnet_codec_robustness/lib/python3.10/site-packages/torch/nn/modules/conv.py:306: UserWarning: Applied workaround for CuDNN issue, install nvrtc.so (Triggered internally at ../aten/src/ATen/native/cudnn/Conv_v8.cpp:84.)
+  return F.conv1d(input, weight, bias, self.stride,
+# Accounting: time=14 threads=1
+# Ended (code 0) at Fri Oct 11 09:51:48 EDT 2024, elapsed time 14 seconds
diff --git a/esc50_test_fold_5/logdir/codec_dump_ESPnet.2.log b/esc50_test_fold_5/logdir/codec_dump_ESPnet.2.log
new file mode 100644
index 0000000000000000000000000000000000000000..8d13ad0f4feaf0483aa3d938c4d08e25dd7626b5
--- /dev/null
+++ b/esc50_test_fold_5/logdir/codec_dump_ESPnet.2.log
@@ -0,0 +1,14 @@
+# python3 pyscripts/feats/dump_codec.py --codec_choice ESPnet --codec_fs 16000 --batch_size 5 --bias 0 --dump_audio false --rank 2 --vocab_file dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_5/token_lists/codec_token_list --wav_wspecifier ark,scp:dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_5/data/wav_resyn_ESPnet.2.ark,dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_5/data/wav_resyn_ESPnet.2.scp --checkpoint_path null --config_path null --hf_model_tag espnet/mls-multi_soundstream_16k scp:dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_5/logdir/wav.2.scp ark,scp:dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_5/data/wav_codec_ESPnet.2.ark,dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_5/data/wav_codec_ESPnet.2.scp 
+# Started at Fri Oct 11 09:51:34 EDT 2024
+#
+2024-10-11 09:51:35 | INFO | dump_codec | build with codec_choice: ESPnet
+
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+2024-10-11 09:51:44 | INFO | root | config file: /ocean/projects/cis210027p/swang26/miniconda3/envs/espnet_codec_robustness/lib/python3.10/site-packages/espnet_model_zoo/models--espnet--mls-multi_soundstream_16k/snapshots/74dc5ec297a04ee035e61c66d8821195ec49f462/exp/codec_mls_multi_soundstream4_large_v1.1/config.yaml
+/ocean/projects/cis210027p/swang26/miniconda3/envs/espnet_codec_robustness/lib/python3.10/site-packages/torch/nn/utils/weight_norm.py:28: UserWarning: torch.nn.utils.weight_norm is deprecated in favor of torch.nn.utils.parametrizations.weight_norm.
+  warnings.warn("torch.nn.utils.weight_norm is deprecated in favor of torch.nn.utils.parametrizations.weight_norm.")
+/ocean/projects/cis210027p/swang26/miniconda3/envs/espnet_codec_robustness/lib/python3.10/site-packages/librosa/util/decorators.py:88: UserWarning: Empty filters detected in mel frequency basis. Some channels will produce empty responses. Try increasing your sampling rate (and fmax) or reducing n_mels.
+  return f(*args, **kwargs)
+/ocean/projects/cis210027p/swang26/miniconda3/envs/espnet_codec_robustness/lib/python3.10/site-packages/torch/nn/modules/conv.py:306: UserWarning: Applied workaround for CuDNN issue, install nvrtc.so (Triggered internally at ../aten/src/ATen/native/cudnn/Conv_v8.cpp:84.)
+  return F.conv1d(input, weight, bias, self.stride,
+# Accounting: time=14 threads=1
+# Ended (code 0) at Fri Oct 11 09:51:48 EDT 2024, elapsed time 14 seconds
diff --git a/esc50_test_fold_5/logdir/codec_dump_ESPnet.3.log b/esc50_test_fold_5/logdir/codec_dump_ESPnet.3.log
new file mode 100644
index 0000000000000000000000000000000000000000..d84f6cf4a692c2c98f6769298686d19a984f9880
--- /dev/null
+++ b/esc50_test_fold_5/logdir/codec_dump_ESPnet.3.log
@@ -0,0 +1,14 @@
+# python3 pyscripts/feats/dump_codec.py --codec_choice ESPnet --codec_fs 16000 --batch_size 5 --bias 0 --dump_audio false --rank 3 --vocab_file dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_5/token_lists/codec_token_list --wav_wspecifier ark,scp:dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_5/data/wav_resyn_ESPnet.3.ark,dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_5/data/wav_resyn_ESPnet.3.scp --checkpoint_path null --config_path null --hf_model_tag espnet/mls-multi_soundstream_16k scp:dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_5/logdir/wav.3.scp ark,scp:dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_5/data/wav_codec_ESPnet.3.ark,dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_5/data/wav_codec_ESPnet.3.scp 
+# Started at Fri Oct 11 09:51:34 EDT 2024
+#
+2024-10-11 09:51:35 | INFO | dump_codec | build with codec_choice: ESPnet
+
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+2024-10-11 09:51:44 | INFO | root | config file: /ocean/projects/cis210027p/swang26/miniconda3/envs/espnet_codec_robustness/lib/python3.10/site-packages/espnet_model_zoo/models--espnet--mls-multi_soundstream_16k/snapshots/74dc5ec297a04ee035e61c66d8821195ec49f462/exp/codec_mls_multi_soundstream4_large_v1.1/config.yaml
+/ocean/projects/cis210027p/swang26/miniconda3/envs/espnet_codec_robustness/lib/python3.10/site-packages/torch/nn/utils/weight_norm.py:28: UserWarning: torch.nn.utils.weight_norm is deprecated in favor of torch.nn.utils.parametrizations.weight_norm.
+  warnings.warn("torch.nn.utils.weight_norm is deprecated in favor of torch.nn.utils.parametrizations.weight_norm.")
+/ocean/projects/cis210027p/swang26/miniconda3/envs/espnet_codec_robustness/lib/python3.10/site-packages/librosa/util/decorators.py:88: UserWarning: Empty filters detected in mel frequency basis. Some channels will produce empty responses. Try increasing your sampling rate (and fmax) or reducing n_mels.
+  return f(*args, **kwargs)
+/ocean/projects/cis210027p/swang26/miniconda3/envs/espnet_codec_robustness/lib/python3.10/site-packages/torch/nn/modules/conv.py:306: UserWarning: Applied workaround for CuDNN issue, install nvrtc.so (Triggered internally at ../aten/src/ATen/native/cudnn/Conv_v8.cpp:84.)
+  return F.conv1d(input, weight, bias, self.stride,
+# Accounting: time=15 threads=1
+# Ended (code 0) at Fri Oct 11 09:51:49 EDT 2024, elapsed time 15 seconds
diff --git a/esc50_test_fold_5/logdir/codec_dump_ESPnet.4.log b/esc50_test_fold_5/logdir/codec_dump_ESPnet.4.log
new file mode 100644
index 0000000000000000000000000000000000000000..bdc373f35117557da41e3bc1adb5a392ade73793
--- /dev/null
+++ b/esc50_test_fold_5/logdir/codec_dump_ESPnet.4.log
@@ -0,0 +1,14 @@
+# python3 pyscripts/feats/dump_codec.py --codec_choice ESPnet --codec_fs 16000 --batch_size 5 --bias 0 --dump_audio false --rank 4 --vocab_file dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_5/token_lists/codec_token_list --wav_wspecifier ark,scp:dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_5/data/wav_resyn_ESPnet.4.ark,dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_5/data/wav_resyn_ESPnet.4.scp --checkpoint_path null --config_path null --hf_model_tag espnet/mls-multi_soundstream_16k scp:dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_5/logdir/wav.4.scp ark,scp:dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_5/data/wav_codec_ESPnet.4.ark,dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_5/data/wav_codec_ESPnet.4.scp 
+# Started at Fri Oct 11 09:51:34 EDT 2024
+#
+2024-10-11 09:51:35 | INFO | dump_codec | build with codec_choice: ESPnet
+
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+2024-10-11 09:51:44 | INFO | root | config file: /ocean/projects/cis210027p/swang26/miniconda3/envs/espnet_codec_robustness/lib/python3.10/site-packages/espnet_model_zoo/models--espnet--mls-multi_soundstream_16k/snapshots/74dc5ec297a04ee035e61c66d8821195ec49f462/exp/codec_mls_multi_soundstream4_large_v1.1/config.yaml
+/ocean/projects/cis210027p/swang26/miniconda3/envs/espnet_codec_robustness/lib/python3.10/site-packages/torch/nn/utils/weight_norm.py:28: UserWarning: torch.nn.utils.weight_norm is deprecated in favor of torch.nn.utils.parametrizations.weight_norm.
+  warnings.warn("torch.nn.utils.weight_norm is deprecated in favor of torch.nn.utils.parametrizations.weight_norm.")
+/ocean/projects/cis210027p/swang26/miniconda3/envs/espnet_codec_robustness/lib/python3.10/site-packages/librosa/util/decorators.py:88: UserWarning: Empty filters detected in mel frequency basis. Some channels will produce empty responses. Try increasing your sampling rate (and fmax) or reducing n_mels.
+  return f(*args, **kwargs)
+/ocean/projects/cis210027p/swang26/miniconda3/envs/espnet_codec_robustness/lib/python3.10/site-packages/torch/nn/modules/conv.py:306: UserWarning: Applied workaround for CuDNN issue, install nvrtc.so (Triggered internally at ../aten/src/ATen/native/cudnn/Conv_v8.cpp:84.)
+  return F.conv1d(input, weight, bias, self.stride,
+# Accounting: time=14 threads=1
+# Ended (code 0) at Fri Oct 11 09:51:48 EDT 2024, elapsed time 14 seconds
diff --git a/esc50_test_fold_5/logdir/codec_dump_ESPnet.5.log b/esc50_test_fold_5/logdir/codec_dump_ESPnet.5.log
new file mode 100644
index 0000000000000000000000000000000000000000..a373fd747cd168333824f934c86b11df1354e42d
--- /dev/null
+++ b/esc50_test_fold_5/logdir/codec_dump_ESPnet.5.log
@@ -0,0 +1,14 @@
+# python3 pyscripts/feats/dump_codec.py --codec_choice ESPnet --codec_fs 16000 --batch_size 5 --bias 0 --dump_audio false --rank 5 --vocab_file dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_5/token_lists/codec_token_list --wav_wspecifier ark,scp:dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_5/data/wav_resyn_ESPnet.5.ark,dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_5/data/wav_resyn_ESPnet.5.scp --checkpoint_path null --config_path null --hf_model_tag espnet/mls-multi_soundstream_16k scp:dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_5/logdir/wav.5.scp ark,scp:dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_5/data/wav_codec_ESPnet.5.ark,dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_5/data/wav_codec_ESPnet.5.scp 
+# Started at Fri Oct 11 09:51:48 EDT 2024
+#
+2024-10-11 09:51:50 | INFO | dump_codec | build with codec_choice: ESPnet
+
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Fetching 30 files: 100%|██████████| 30/30 [00:00<00:00, 5645.09it/s]
+2024-10-11 09:51:59 | INFO | root | config file: /ocean/projects/cis210027p/swang26/miniconda3/envs/espnet_codec_robustness/lib/python3.10/site-packages/espnet_model_zoo/models--espnet--mls-multi_soundstream_16k/snapshots/74dc5ec297a04ee035e61c66d8821195ec49f462/exp/codec_mls_multi_soundstream4_large_v1.1/config.yaml
+/ocean/projects/cis210027p/swang26/miniconda3/envs/espnet_codec_robustness/lib/python3.10/site-packages/torch/nn/utils/weight_norm.py:28: UserWarning: torch.nn.utils.weight_norm is deprecated in favor of torch.nn.utils.parametrizations.weight_norm.
+  warnings.warn("torch.nn.utils.weight_norm is deprecated in favor of torch.nn.utils.parametrizations.weight_norm.")
+/ocean/projects/cis210027p/swang26/miniconda3/envs/espnet_codec_robustness/lib/python3.10/site-packages/librosa/util/decorators.py:88: UserWarning: Empty filters detected in mel frequency basis. Some channels will produce empty responses. Try increasing your sampling rate (and fmax) or reducing n_mels.
+  return f(*args, **kwargs)
+/ocean/projects/cis210027p/swang26/miniconda3/envs/espnet_codec_robustness/lib/python3.10/site-packages/torch/nn/modules/conv.py:306: UserWarning: Applied workaround for CuDNN issue, install nvrtc.so (Triggered internally at ../aten/src/ATen/native/cudnn/Conv_v8.cpp:84.)
+  return F.conv1d(input, weight, bias, self.stride,
+# Accounting: time=15 threads=1
+# Ended (code 0) at Fri Oct 11 09:52:03 EDT 2024, elapsed time 15 seconds
diff --git a/esc50_test_fold_5/logdir/codec_dump_ESPnet.6.log b/esc50_test_fold_5/logdir/codec_dump_ESPnet.6.log
new file mode 100644
index 0000000000000000000000000000000000000000..c2035857c94730fca37309f9af171cf40c90e2f7
--- /dev/null
+++ b/esc50_test_fold_5/logdir/codec_dump_ESPnet.6.log
@@ -0,0 +1,14 @@
+# python3 pyscripts/feats/dump_codec.py --codec_choice ESPnet --codec_fs 16000 --batch_size 5 --bias 0 --dump_audio false --rank 6 --vocab_file dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_5/token_lists/codec_token_list --wav_wspecifier ark,scp:dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_5/data/wav_resyn_ESPnet.6.ark,dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_5/data/wav_resyn_ESPnet.6.scp --checkpoint_path null --config_path null --hf_model_tag espnet/mls-multi_soundstream_16k scp:dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_5/logdir/wav.6.scp ark,scp:dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_5/data/wav_codec_ESPnet.6.ark,dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_5/data/wav_codec_ESPnet.6.scp 
+# Started at Fri Oct 11 09:51:49 EDT 2024
+#
+2024-10-11 09:51:50 | INFO | dump_codec | build with codec_choice: ESPnet
+
Fetching 30 files:   0%|          | 0/30 [00:00<?, ?it/s]
Fetching 30 files: 100%|██████████| 30/30 [00:00<00:00, 4992.62it/s]
+2024-10-11 09:51:59 | INFO | root | config file: /ocean/projects/cis210027p/swang26/miniconda3/envs/espnet_codec_robustness/lib/python3.10/site-packages/espnet_model_zoo/models--espnet--mls-multi_soundstream_16k/snapshots/74dc5ec297a04ee035e61c66d8821195ec49f462/exp/codec_mls_multi_soundstream4_large_v1.1/config.yaml
+/ocean/projects/cis210027p/swang26/miniconda3/envs/espnet_codec_robustness/lib/python3.10/site-packages/torch/nn/utils/weight_norm.py:28: UserWarning: torch.nn.utils.weight_norm is deprecated in favor of torch.nn.utils.parametrizations.weight_norm.
+  warnings.warn("torch.nn.utils.weight_norm is deprecated in favor of torch.nn.utils.parametrizations.weight_norm.")
+/ocean/projects/cis210027p/swang26/miniconda3/envs/espnet_codec_robustness/lib/python3.10/site-packages/librosa/util/decorators.py:88: UserWarning: Empty filters detected in mel frequency basis. Some channels will produce empty responses. Try increasing your sampling rate (and fmax) or reducing n_mels.
+  return f(*args, **kwargs)
+/ocean/projects/cis210027p/swang26/miniconda3/envs/espnet_codec_robustness/lib/python3.10/site-packages/torch/nn/modules/conv.py:306: UserWarning: Applied workaround for CuDNN issue, install nvrtc.so (Triggered internally at ../aten/src/ATen/native/cudnn/Conv_v8.cpp:84.)
+  return F.conv1d(input, weight, bias, self.stride,
+# Accounting: time=14 threads=1
+# Ended (code 0) at Fri Oct 11 09:52:03 EDT 2024, elapsed time 14 seconds
diff --git a/esc50_test_fold_5/logdir/codec_dump_ESPnet.7.log b/esc50_test_fold_5/logdir/codec_dump_ESPnet.7.log
new file mode 100644
index 0000000000000000000000000000000000000000..b1b1c49d0afa5b7e5f5abbc3579a5cd2489fb3b7
--- /dev/null
+++ b/esc50_test_fold_5/logdir/codec_dump_ESPnet.7.log
@@ -0,0 +1,14 @@
+# python3 pyscripts/feats/dump_codec.py --codec_choice ESPnet --codec_fs 16000 --batch_size 5 --bias 0 --dump_audio false --rank 7 --vocab_file dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_5/token_lists/codec_token_list --wav_wspecifier ark,scp:dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_5/data/wav_resyn_ESPnet.7.ark,dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_5/data/wav_resyn_ESPnet.7.scp --checkpoint_path null --config_path null --hf_model_tag espnet/mls-multi_soundstream_16k scp:dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_5/logdir/wav.7.scp ark,scp:dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_5/data/wav_codec_ESPnet.7.ark,dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_5/data/wav_codec_ESPnet.7.scp 
+# Started at Fri Oct 11 09:51:49 EDT 2024
+#
+2024-10-11 09:51:50 | INFO | dump_codec | build with codec_choice: ESPnet
+
Fetching 30 files:   0%|          | 0/30 [00:00<?, ?it/s]
Fetching 30 files: 100%|██████████| 30/30 [00:00<00:00, 6456.75it/s]
+2024-10-11 09:51:59 | INFO | root | config file: /ocean/projects/cis210027p/swang26/miniconda3/envs/espnet_codec_robustness/lib/python3.10/site-packages/espnet_model_zoo/models--espnet--mls-multi_soundstream_16k/snapshots/74dc5ec297a04ee035e61c66d8821195ec49f462/exp/codec_mls_multi_soundstream4_large_v1.1/config.yaml
+/ocean/projects/cis210027p/swang26/miniconda3/envs/espnet_codec_robustness/lib/python3.10/site-packages/torch/nn/utils/weight_norm.py:28: UserWarning: torch.nn.utils.weight_norm is deprecated in favor of torch.nn.utils.parametrizations.weight_norm.
+  warnings.warn("torch.nn.utils.weight_norm is deprecated in favor of torch.nn.utils.parametrizations.weight_norm.")
+/ocean/projects/cis210027p/swang26/miniconda3/envs/espnet_codec_robustness/lib/python3.10/site-packages/librosa/util/decorators.py:88: UserWarning: Empty filters detected in mel frequency basis. Some channels will produce empty responses. Try increasing your sampling rate (and fmax) or reducing n_mels.
+  return f(*args, **kwargs)
+/ocean/projects/cis210027p/swang26/miniconda3/envs/espnet_codec_robustness/lib/python3.10/site-packages/torch/nn/modules/conv.py:306: UserWarning: Applied workaround for CuDNN issue, install nvrtc.so (Triggered internally at ../aten/src/ATen/native/cudnn/Conv_v8.cpp:84.)
+  return F.conv1d(input, weight, bias, self.stride,
+# Accounting: time=14 threads=1
+# Ended (code 0) at Fri Oct 11 09:52:03 EDT 2024, elapsed time 14 seconds
diff --git a/esc50_test_fold_5/logdir/codec_dump_ESPnet.8.log b/esc50_test_fold_5/logdir/codec_dump_ESPnet.8.log
new file mode 100644
index 0000000000000000000000000000000000000000..29b828558ce4dd737b518af711dbf1c9b7260b82
--- /dev/null
+++ b/esc50_test_fold_5/logdir/codec_dump_ESPnet.8.log
@@ -0,0 +1,14 @@
+# python3 pyscripts/feats/dump_codec.py --codec_choice ESPnet --codec_fs 16000 --batch_size 5 --bias 0 --dump_audio false --rank 8 --vocab_file dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_5/token_lists/codec_token_list --wav_wspecifier ark,scp:dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_5/data/wav_resyn_ESPnet.8.ark,dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_5/data/wav_resyn_ESPnet.8.scp --checkpoint_path null --config_path null --hf_model_tag espnet/mls-multi_soundstream_16k scp:dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_5/logdir/wav.8.scp ark,scp:dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_5/data/wav_codec_ESPnet.8.ark,dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_test_fold_5/data/wav_codec_ESPnet.8.scp 
+# Started at Fri Oct 11 09:51:49 EDT 2024
+#
+2024-10-11 09:51:50 | INFO | dump_codec | build with codec_choice: ESPnet
+
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Fetching 30 files: 100%|██████████| 30/30 [00:00<00:00, 8191.47it/s]
+2024-10-11 09:51:59 | INFO | root | config file: /ocean/projects/cis210027p/swang26/miniconda3/envs/espnet_codec_robustness/lib/python3.10/site-packages/espnet_model_zoo/models--espnet--mls-multi_soundstream_16k/snapshots/74dc5ec297a04ee035e61c66d8821195ec49f462/exp/codec_mls_multi_soundstream4_large_v1.1/config.yaml
+/ocean/projects/cis210027p/swang26/miniconda3/envs/espnet_codec_robustness/lib/python3.10/site-packages/torch/nn/utils/weight_norm.py:28: UserWarning: torch.nn.utils.weight_norm is deprecated in favor of torch.nn.utils.parametrizations.weight_norm.
+  warnings.warn("torch.nn.utils.weight_norm is deprecated in favor of torch.nn.utils.parametrizations.weight_norm.")
+/ocean/projects/cis210027p/swang26/miniconda3/envs/espnet_codec_robustness/lib/python3.10/site-packages/librosa/util/decorators.py:88: UserWarning: Empty filters detected in mel frequency basis. Some channels will produce empty responses. Try increasing your sampling rate (and fmax) or reducing n_mels.
+  return f(*args, **kwargs)
+/ocean/projects/cis210027p/swang26/miniconda3/envs/espnet_codec_robustness/lib/python3.10/site-packages/torch/nn/modules/conv.py:306: UserWarning: Applied workaround for CuDNN issue, install nvrtc.so (Triggered internally at ../aten/src/ATen/native/cudnn/Conv_v8.cpp:84.)
+  return F.conv1d(input, weight, bias, self.stride,
+# Accounting: time=14 threads=1
+# Ended (code 0) at Fri Oct 11 09:52:03 EDT 2024, elapsed time 14 seconds
diff --git a/esc50_test_fold_5/logdir/wav.1.scp b/esc50_test_fold_5/logdir/wav.1.scp
new file mode 100644
index 0000000000000000000000000000000000000000..988d0f2b3a64d5ce45ea7e8e5c817df313176d2c
--- /dev/null
+++ b/esc50_test_fold_5/logdir/wav.1.scp
@@ -0,0 +1,50 @@
+5-103415-A-2 dump_16000/audio_raw_tts_esc/esc50_test_fold_5/data/format.1/data_wav.ark:13
+5-103416-A-2 dump_16000/audio_raw_tts_esc/esc50_test_fold_5/data/format.1/data_wav.ark:112207
+5-103418-A-2 dump_16000/audio_raw_tts_esc/esc50_test_fold_5/data/format.1/data_wav.ark:157483
+5-103420-A-2 dump_16000/audio_raw_tts_esc/esc50_test_fold_5/data/format.1/data_wav.ark:209213
+5-103421-A-2 dump_16000/audio_raw_tts_esc/esc50_test_fold_5/data/format.1/data_wav.ark:230795
+5-103422-A-2 dump_16000/audio_raw_tts_esc/esc50_test_fold_5/data/format.1/data_wav.ark:340564
+5-117118-A-42 dump_16000/audio_raw_tts_esc/esc50_test_fold_5/data/format.1/data_wav.ark:351051
+5-117120-A-42 dump_16000/audio_raw_tts_esc/esc50_test_fold_5/data/format.1/data_wav.ark:453103
+5-117122-A-42 dump_16000/audio_raw_tts_esc/esc50_test_fold_5/data/format.1/data_wav.ark:591697
+5-117250-A-2 dump_16000/audio_raw_tts_esc/esc50_test_fold_5/data/format.1/data_wav.ark:687528
+5-117773-A-16 dump_16000/audio_raw_tts_esc/esc50_test_fold_5/data/format.1/data_wav.ark:708339
+5-127990-A-2 dump_16000/audio_raw_tts_esc/esc50_test_fold_5/data/format.1/data_wav.ark:805014
+5-133989-A-42 dump_16000/audio_raw_tts_esc/esc50_test_fold_5/data/format.1/data_wav.ark:918428
+5-133989-B-42 dump_16000/audio_raw_tts_esc/esc50_test_fold_5/data/format.1/data_wav.ark:1034823
+5-141683-A-35 dump_16000/audio_raw_tts_esc/esc50_test_fold_5/data/format.1/data_wav.ark:1149314
+5-147297-A-27 dump_16000/audio_raw_tts_esc/esc50_test_fold_5/data/format.1/data_wav.ark:1238984
+5-150409-A-42 dump_16000/audio_raw_tts_esc/esc50_test_fold_5/data/format.1/data_wav.ark:1328758
+5-151085-A-20 dump_16000/audio_raw_tts_esc/esc50_test_fold_5/data/format.1/data_wav.ark:1440866
+5-156026-A-4 dump_16000/audio_raw_tts_esc/esc50_test_fold_5/data/format.1/data_wav.ark:1557149
+5-156026-B-4 dump_16000/audio_raw_tts_esc/esc50_test_fold_5/data/format.1/data_wav.ark:1622486
+5-156026-C-4 dump_16000/audio_raw_tts_esc/esc50_test_fold_5/data/format.1/data_wav.ark:1681606
+5-156026-D-4 dump_16000/audio_raw_tts_esc/esc50_test_fold_5/data/format.1/data_wav.ark:1741031
+5-156698-A-18 dump_16000/audio_raw_tts_esc/esc50_test_fold_5/data/format.1/data_wav.ark:1809599
+5-156999-A-19 dump_16000/audio_raw_tts_esc/esc50_test_fold_5/data/format.1/data_wav.ark:1922360
+5-156999-B-19 dump_16000/audio_raw_tts_esc/esc50_test_fold_5/data/format.1/data_wav.ark:2018860
+5-156999-C-19 dump_16000/audio_raw_tts_esc/esc50_test_fold_5/data/format.1/data_wav.ark:2093834
+5-156999-D-19 dump_16000/audio_raw_tts_esc/esc50_test_fold_5/data/format.1/data_wav.ark:2189941
+5-156999-E-19 dump_16000/audio_raw_tts_esc/esc50_test_fold_5/data/format.1/data_wav.ark:2272102
+5-157204-A-16 dump_16000/audio_raw_tts_esc/esc50_test_fold_5/data/format.1/data_wav.ark:2387897
+5-157204-B-16 dump_16000/audio_raw_tts_esc/esc50_test_fold_5/data/format.1/data_wav.ark:2494356
+5-160551-A-42 dump_16000/audio_raw_tts_esc/esc50_test_fold_5/data/format.1/data_wav.ark:2601211
+5-160614-A-48 dump_16000/audio_raw_tts_esc/esc50_test_fold_5/data/format.1/data_wav.ark:2713846
+5-160614-B-48 dump_16000/audio_raw_tts_esc/esc50_test_fold_5/data/format.1/data_wav.ark:2806469
+5-160614-C-48 dump_16000/audio_raw_tts_esc/esc50_test_fold_5/data/format.1/data_wav.ark:2913121
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diff --git a/esc50_test_fold_5/token_lists/codec_token_list b/esc50_test_fold_5/token_lists/codec_token_list
new file mode 100644
index 0000000000000000000000000000000000000000..3d5876836443e4f7353e8f81ecefb829f3745b0c
--- /dev/null
+++ b/esc50_test_fold_5/token_lists/codec_token_list
@@ -0,0 +1,8192 @@
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diff --git a/esc50_test_fold_5/utt2spk b/esc50_test_fold_5/utt2spk
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diff --git a/esc50_test_fold_5/wav.scp b/esc50_test_fold_5/wav.scp
new file mode 100644
index 0000000000000000000000000000000000000000..5164be571699ee619e627bd3825f1280c06f683c
--- /dev/null
+++ b/esc50_test_fold_5/wav.scp
@@ -0,0 +1,400 @@
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diff --git a/esc50_train_fold_1/data.json b/esc50_train_fold_1/data.json
new file mode 100644
index 0000000000000000000000000000000000000000..01c1e0ea71d2aaa3defdd5e85dc93e279709e724
--- /dev/null
+++ b/esc50_train_fold_1/data.json
@@ -0,0 +1,1455 @@
+{
+    "task": "tts",
+    "vocabularies": [
+        "dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_train_fold_1/token_lists/g2p_token_list",
+        "dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_train_fold_1/token_lists/codec_token_list"
+    ],
+    "data_files": [
+        "dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_train_fold_1/index_files/text,g2p,text",
+        "dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_train_fold_1/index_files/utt2spk,spk,text",
+        "dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_train_fold_1/index_files/wav.scp,codec,kaldi_ark"
+    ],
+    "num_examples": 1440,
+    "examples": [
+        "2-100648-A-43",
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+    ]
+}
\ No newline at end of file
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new file mode 100644
index 0000000000000000000000000000000000000000..58bed0025d98098a4a9011d28dec4aa6758e463f
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+size 1803736
diff --git a/esc50_train_fold_1/data/wav_codec_ESPnet.1.scp b/esc50_train_fold_1/data/wav_codec_ESPnet.1.scp
new file mode 100644
index 0000000000000000000000000000000000000000..519ce10c7ef706ce538dad9fdf12964ea7861ec1
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new file mode 100644
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diff --git a/esc50_train_fold_1/index_files/wav.scp b/esc50_train_fold_1/index_files/wav.scp
new file mode 100644
index 0000000000000000000000000000000000000000..f005bdc39c54861ad6f9a77b334be80e3cd4ca2c
--- /dev/null
+++ b/esc50_train_fold_1/index_files/wav.scp
@@ -0,0 +1,1440 @@
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+5-263902-A-36 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_train_fold_1/data/wav_codec_ESPnet.8.ark:1763680
+5-51149-A-25 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_train_fold_1/data/wav_codec_ESPnet.8.ark:1773700
+5-61635-A-8 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_train_fold_1/data/wav_codec_ESPnet.8.ark:1783719
+5-9032-A-0 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_train_fold_1/data/wav_codec_ESPnet.8.ark:1793737
diff --git a/esc50_train_fold_1/logdir/codec_dump_ESPnet.1.log b/esc50_train_fold_1/logdir/codec_dump_ESPnet.1.log
new file mode 100644
index 0000000000000000000000000000000000000000..28bfe4fe1de3878cefcf1b9df228e0e75b30a796
--- /dev/null
+++ b/esc50_train_fold_1/logdir/codec_dump_ESPnet.1.log
@@ -0,0 +1,14 @@
+# python3 pyscripts/feats/dump_codec.py --codec_choice ESPnet --codec_fs 16000 --batch_size 5 --bias 0 --dump_audio false --rank 1 --vocab_file dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_train_fold_1/token_lists/codec_token_list --wav_wspecifier ark,scp:dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_train_fold_1/data/wav_resyn_ESPnet.1.ark,dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_train_fold_1/data/wav_resyn_ESPnet.1.scp --checkpoint_path null --config_path null --hf_model_tag espnet/mls-multi_soundstream_16k scp:dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_train_fold_1/logdir/wav.1.scp ark,scp:dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_train_fold_1/data/wav_codec_ESPnet.1.ark,dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_train_fold_1/data/wav_codec_ESPnet.1.scp 
+# Started at Fri Oct 11 09:42:24 EDT 2024
+#
+2024-10-11 09:42:29 | INFO | dump_codec | build with codec_choice: ESPnet
+
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+2024-10-11 09:42:38 | INFO | root | config file: /ocean/projects/cis210027p/swang26/miniconda3/envs/espnet_codec_robustness/lib/python3.10/site-packages/espnet_model_zoo/models--espnet--mls-multi_soundstream_16k/snapshots/74dc5ec297a04ee035e61c66d8821195ec49f462/exp/codec_mls_multi_soundstream4_large_v1.1/config.yaml
+/ocean/projects/cis210027p/swang26/miniconda3/envs/espnet_codec_robustness/lib/python3.10/site-packages/torch/nn/utils/weight_norm.py:28: UserWarning: torch.nn.utils.weight_norm is deprecated in favor of torch.nn.utils.parametrizations.weight_norm.
+  warnings.warn("torch.nn.utils.weight_norm is deprecated in favor of torch.nn.utils.parametrizations.weight_norm.")
+/ocean/projects/cis210027p/swang26/miniconda3/envs/espnet_codec_robustness/lib/python3.10/site-packages/librosa/util/decorators.py:88: UserWarning: Empty filters detected in mel frequency basis. Some channels will produce empty responses. Try increasing your sampling rate (and fmax) or reducing n_mels.
+  return f(*args, **kwargs)
+/ocean/projects/cis210027p/swang26/miniconda3/envs/espnet_codec_robustness/lib/python3.10/site-packages/torch/nn/modules/conv.py:306: UserWarning: Applied workaround for CuDNN issue, install nvrtc.so (Triggered internally at ../aten/src/ATen/native/cudnn/Conv_v8.cpp:84.)
+  return F.conv1d(input, weight, bias, self.stride,
+# Accounting: time=49 threads=1
+# Ended (code 0) at Fri Oct 11 09:43:13 EDT 2024, elapsed time 49 seconds
diff --git a/esc50_train_fold_1/logdir/codec_dump_ESPnet.2.log b/esc50_train_fold_1/logdir/codec_dump_ESPnet.2.log
new file mode 100644
index 0000000000000000000000000000000000000000..f3a2d2c035677aa106fa94ca5942eaced6eabd26
--- /dev/null
+++ b/esc50_train_fold_1/logdir/codec_dump_ESPnet.2.log
@@ -0,0 +1,14 @@
+# python3 pyscripts/feats/dump_codec.py --codec_choice ESPnet --codec_fs 16000 --batch_size 5 --bias 0 --dump_audio false --rank 2 --vocab_file dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_train_fold_1/token_lists/codec_token_list --wav_wspecifier ark,scp:dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_train_fold_1/data/wav_resyn_ESPnet.2.ark,dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_train_fold_1/data/wav_resyn_ESPnet.2.scp --checkpoint_path null --config_path null --hf_model_tag espnet/mls-multi_soundstream_16k scp:dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_train_fold_1/logdir/wav.2.scp ark,scp:dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_train_fold_1/data/wav_codec_ESPnet.2.ark,dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_train_fold_1/data/wav_codec_ESPnet.2.scp 
+# Started at Fri Oct 11 09:42:24 EDT 2024
+#
+2024-10-11 09:42:29 | INFO | dump_codec | build with codec_choice: ESPnet
+
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+2024-10-11 09:42:38 | INFO | root | config file: /ocean/projects/cis210027p/swang26/miniconda3/envs/espnet_codec_robustness/lib/python3.10/site-packages/espnet_model_zoo/models--espnet--mls-multi_soundstream_16k/snapshots/74dc5ec297a04ee035e61c66d8821195ec49f462/exp/codec_mls_multi_soundstream4_large_v1.1/config.yaml
+/ocean/projects/cis210027p/swang26/miniconda3/envs/espnet_codec_robustness/lib/python3.10/site-packages/torch/nn/utils/weight_norm.py:28: UserWarning: torch.nn.utils.weight_norm is deprecated in favor of torch.nn.utils.parametrizations.weight_norm.
+  warnings.warn("torch.nn.utils.weight_norm is deprecated in favor of torch.nn.utils.parametrizations.weight_norm.")
+/ocean/projects/cis210027p/swang26/miniconda3/envs/espnet_codec_robustness/lib/python3.10/site-packages/librosa/util/decorators.py:88: UserWarning: Empty filters detected in mel frequency basis. Some channels will produce empty responses. Try increasing your sampling rate (and fmax) or reducing n_mels.
+  return f(*args, **kwargs)
+/ocean/projects/cis210027p/swang26/miniconda3/envs/espnet_codec_robustness/lib/python3.10/site-packages/torch/nn/modules/conv.py:306: UserWarning: Applied workaround for CuDNN issue, install nvrtc.so (Triggered internally at ../aten/src/ATen/native/cudnn/Conv_v8.cpp:84.)
+  return F.conv1d(input, weight, bias, self.stride,
+# Accounting: time=49 threads=1
+# Ended (code 0) at Fri Oct 11 09:43:13 EDT 2024, elapsed time 49 seconds
diff --git a/esc50_train_fold_1/logdir/codec_dump_ESPnet.3.log b/esc50_train_fold_1/logdir/codec_dump_ESPnet.3.log
new file mode 100644
index 0000000000000000000000000000000000000000..45eb2646b73e1f779f0fa05425d655621398b638
--- /dev/null
+++ b/esc50_train_fold_1/logdir/codec_dump_ESPnet.3.log
@@ -0,0 +1,14 @@
+# python3 pyscripts/feats/dump_codec.py --codec_choice ESPnet --codec_fs 16000 --batch_size 5 --bias 0 --dump_audio false --rank 3 --vocab_file dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_train_fold_1/token_lists/codec_token_list --wav_wspecifier ark,scp:dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_train_fold_1/data/wav_resyn_ESPnet.3.ark,dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_train_fold_1/data/wav_resyn_ESPnet.3.scp --checkpoint_path null --config_path null --hf_model_tag espnet/mls-multi_soundstream_16k scp:dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_train_fold_1/logdir/wav.3.scp ark,scp:dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_train_fold_1/data/wav_codec_ESPnet.3.ark,dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_train_fold_1/data/wav_codec_ESPnet.3.scp 
+# Started at Fri Oct 11 09:42:24 EDT 2024
+#
+2024-10-11 09:42:29 | INFO | dump_codec | build with codec_choice: ESPnet
+
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+2024-10-11 09:42:38 | INFO | root | config file: /ocean/projects/cis210027p/swang26/miniconda3/envs/espnet_codec_robustness/lib/python3.10/site-packages/espnet_model_zoo/models--espnet--mls-multi_soundstream_16k/snapshots/74dc5ec297a04ee035e61c66d8821195ec49f462/exp/codec_mls_multi_soundstream4_large_v1.1/config.yaml
+/ocean/projects/cis210027p/swang26/miniconda3/envs/espnet_codec_robustness/lib/python3.10/site-packages/torch/nn/utils/weight_norm.py:28: UserWarning: torch.nn.utils.weight_norm is deprecated in favor of torch.nn.utils.parametrizations.weight_norm.
+  warnings.warn("torch.nn.utils.weight_norm is deprecated in favor of torch.nn.utils.parametrizations.weight_norm.")
+/ocean/projects/cis210027p/swang26/miniconda3/envs/espnet_codec_robustness/lib/python3.10/site-packages/librosa/util/decorators.py:88: UserWarning: Empty filters detected in mel frequency basis. Some channels will produce empty responses. Try increasing your sampling rate (and fmax) or reducing n_mels.
+  return f(*args, **kwargs)
+/ocean/projects/cis210027p/swang26/miniconda3/envs/espnet_codec_robustness/lib/python3.10/site-packages/torch/nn/modules/conv.py:306: UserWarning: Applied workaround for CuDNN issue, install nvrtc.so (Triggered internally at ../aten/src/ATen/native/cudnn/Conv_v8.cpp:84.)
+  return F.conv1d(input, weight, bias, self.stride,
+# Accounting: time=49 threads=1
+# Ended (code 0) at Fri Oct 11 09:43:13 EDT 2024, elapsed time 49 seconds
diff --git a/esc50_train_fold_1/logdir/codec_dump_ESPnet.4.log b/esc50_train_fold_1/logdir/codec_dump_ESPnet.4.log
new file mode 100644
index 0000000000000000000000000000000000000000..7e4429cb24c538cf7fee5cdc6c6d91bd59988d57
--- /dev/null
+++ b/esc50_train_fold_1/logdir/codec_dump_ESPnet.4.log
@@ -0,0 +1,14 @@
+# python3 pyscripts/feats/dump_codec.py --codec_choice ESPnet --codec_fs 16000 --batch_size 5 --bias 0 --dump_audio false --rank 4 --vocab_file dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_train_fold_1/token_lists/codec_token_list --wav_wspecifier ark,scp:dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_train_fold_1/data/wav_resyn_ESPnet.4.ark,dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_train_fold_1/data/wav_resyn_ESPnet.4.scp --checkpoint_path null --config_path null --hf_model_tag espnet/mls-multi_soundstream_16k scp:dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_train_fold_1/logdir/wav.4.scp ark,scp:dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_train_fold_1/data/wav_codec_ESPnet.4.ark,dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_train_fold_1/data/wav_codec_ESPnet.4.scp 
+# Started at Fri Oct 11 09:42:24 EDT 2024
+#
+2024-10-11 09:42:29 | INFO | dump_codec | build with codec_choice: ESPnet
+
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+2024-10-11 09:42:38 | INFO | root | config file: /ocean/projects/cis210027p/swang26/miniconda3/envs/espnet_codec_robustness/lib/python3.10/site-packages/espnet_model_zoo/models--espnet--mls-multi_soundstream_16k/snapshots/74dc5ec297a04ee035e61c66d8821195ec49f462/exp/codec_mls_multi_soundstream4_large_v1.1/config.yaml
+/ocean/projects/cis210027p/swang26/miniconda3/envs/espnet_codec_robustness/lib/python3.10/site-packages/torch/nn/utils/weight_norm.py:28: UserWarning: torch.nn.utils.weight_norm is deprecated in favor of torch.nn.utils.parametrizations.weight_norm.
+  warnings.warn("torch.nn.utils.weight_norm is deprecated in favor of torch.nn.utils.parametrizations.weight_norm.")
+/ocean/projects/cis210027p/swang26/miniconda3/envs/espnet_codec_robustness/lib/python3.10/site-packages/librosa/util/decorators.py:88: UserWarning: Empty filters detected in mel frequency basis. Some channels will produce empty responses. Try increasing your sampling rate (and fmax) or reducing n_mels.
+  return f(*args, **kwargs)
+/ocean/projects/cis210027p/swang26/miniconda3/envs/espnet_codec_robustness/lib/python3.10/site-packages/torch/nn/modules/conv.py:306: UserWarning: Applied workaround for CuDNN issue, install nvrtc.so (Triggered internally at ../aten/src/ATen/native/cudnn/Conv_v8.cpp:84.)
+  return F.conv1d(input, weight, bias, self.stride,
+# Accounting: time=49 threads=1
+# Ended (code 0) at Fri Oct 11 09:43:13 EDT 2024, elapsed time 49 seconds
diff --git a/esc50_train_fold_1/logdir/codec_dump_ESPnet.5.log b/esc50_train_fold_1/logdir/codec_dump_ESPnet.5.log
new file mode 100644
index 0000000000000000000000000000000000000000..255a4239f2bb68eec3063011e010d42edb94d129
--- /dev/null
+++ b/esc50_train_fold_1/logdir/codec_dump_ESPnet.5.log
@@ -0,0 +1,14 @@
+# python3 pyscripts/feats/dump_codec.py --codec_choice ESPnet --codec_fs 16000 --batch_size 5 --bias 0 --dump_audio false --rank 5 --vocab_file dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_train_fold_1/token_lists/codec_token_list --wav_wspecifier ark,scp:dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_train_fold_1/data/wav_resyn_ESPnet.5.ark,dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_train_fold_1/data/wav_resyn_ESPnet.5.scp --checkpoint_path null --config_path null --hf_model_tag espnet/mls-multi_soundstream_16k scp:dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_train_fold_1/logdir/wav.5.scp ark,scp:dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_train_fold_1/data/wav_codec_ESPnet.5.ark,dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_train_fold_1/data/wav_codec_ESPnet.5.scp 
+# Started at Fri Oct 11 09:43:13 EDT 2024
+#
+2024-10-11 09:43:15 | INFO | dump_codec | build with codec_choice: ESPnet
+
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+2024-10-11 09:43:23 | INFO | root | config file: /ocean/projects/cis210027p/swang26/miniconda3/envs/espnet_codec_robustness/lib/python3.10/site-packages/espnet_model_zoo/models--espnet--mls-multi_soundstream_16k/snapshots/74dc5ec297a04ee035e61c66d8821195ec49f462/exp/codec_mls_multi_soundstream4_large_v1.1/config.yaml
+/ocean/projects/cis210027p/swang26/miniconda3/envs/espnet_codec_robustness/lib/python3.10/site-packages/torch/nn/utils/weight_norm.py:28: UserWarning: torch.nn.utils.weight_norm is deprecated in favor of torch.nn.utils.parametrizations.weight_norm.
+  warnings.warn("torch.nn.utils.weight_norm is deprecated in favor of torch.nn.utils.parametrizations.weight_norm.")
+/ocean/projects/cis210027p/swang26/miniconda3/envs/espnet_codec_robustness/lib/python3.10/site-packages/librosa/util/decorators.py:88: UserWarning: Empty filters detected in mel frequency basis. Some channels will produce empty responses. Try increasing your sampling rate (and fmax) or reducing n_mels.
+  return f(*args, **kwargs)
+/ocean/projects/cis210027p/swang26/miniconda3/envs/espnet_codec_robustness/lib/python3.10/site-packages/torch/nn/modules/conv.py:306: UserWarning: Applied workaround for CuDNN issue, install nvrtc.so (Triggered internally at ../aten/src/ATen/native/cudnn/Conv_v8.cpp:84.)
+  return F.conv1d(input, weight, bias, self.stride,
+# Accounting: time=20 threads=1
+# Ended (code 0) at Fri Oct 11 09:43:33 EDT 2024, elapsed time 20 seconds
diff --git a/esc50_train_fold_1/logdir/codec_dump_ESPnet.6.log b/esc50_train_fold_1/logdir/codec_dump_ESPnet.6.log
new file mode 100644
index 0000000000000000000000000000000000000000..7abd8089e2e5ab7c34cb3097b1dbcc3a6eb2de0b
--- /dev/null
+++ b/esc50_train_fold_1/logdir/codec_dump_ESPnet.6.log
@@ -0,0 +1,14 @@
+# python3 pyscripts/feats/dump_codec.py --codec_choice ESPnet --codec_fs 16000 --batch_size 5 --bias 0 --dump_audio false --rank 6 --vocab_file dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_train_fold_1/token_lists/codec_token_list --wav_wspecifier ark,scp:dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_train_fold_1/data/wav_resyn_ESPnet.6.ark,dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_train_fold_1/data/wav_resyn_ESPnet.6.scp --checkpoint_path null --config_path null --hf_model_tag espnet/mls-multi_soundstream_16k scp:dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_train_fold_1/logdir/wav.6.scp ark,scp:dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_train_fold_1/data/wav_codec_ESPnet.6.ark,dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_train_fold_1/data/wav_codec_ESPnet.6.scp 
+# Started at Fri Oct 11 09:43:13 EDT 2024
+#
+2024-10-11 09:43:15 | INFO | dump_codec | build with codec_choice: ESPnet
+
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+2024-10-11 09:43:23 | INFO | root | config file: /ocean/projects/cis210027p/swang26/miniconda3/envs/espnet_codec_robustness/lib/python3.10/site-packages/espnet_model_zoo/models--espnet--mls-multi_soundstream_16k/snapshots/74dc5ec297a04ee035e61c66d8821195ec49f462/exp/codec_mls_multi_soundstream4_large_v1.1/config.yaml
+/ocean/projects/cis210027p/swang26/miniconda3/envs/espnet_codec_robustness/lib/python3.10/site-packages/torch/nn/utils/weight_norm.py:28: UserWarning: torch.nn.utils.weight_norm is deprecated in favor of torch.nn.utils.parametrizations.weight_norm.
+  warnings.warn("torch.nn.utils.weight_norm is deprecated in favor of torch.nn.utils.parametrizations.weight_norm.")
+/ocean/projects/cis210027p/swang26/miniconda3/envs/espnet_codec_robustness/lib/python3.10/site-packages/librosa/util/decorators.py:88: UserWarning: Empty filters detected in mel frequency basis. Some channels will produce empty responses. Try increasing your sampling rate (and fmax) or reducing n_mels.
+  return f(*args, **kwargs)
+/ocean/projects/cis210027p/swang26/miniconda3/envs/espnet_codec_robustness/lib/python3.10/site-packages/torch/nn/modules/conv.py:306: UserWarning: Applied workaround for CuDNN issue, install nvrtc.so (Triggered internally at ../aten/src/ATen/native/cudnn/Conv_v8.cpp:84.)
+  return F.conv1d(input, weight, bias, self.stride,
+# Accounting: time=20 threads=1
+# Ended (code 0) at Fri Oct 11 09:43:33 EDT 2024, elapsed time 20 seconds
diff --git a/esc50_train_fold_1/logdir/codec_dump_ESPnet.7.log b/esc50_train_fold_1/logdir/codec_dump_ESPnet.7.log
new file mode 100644
index 0000000000000000000000000000000000000000..bfcf8ef19b6efd801877a4c8c05d7fe491ef3698
--- /dev/null
+++ b/esc50_train_fold_1/logdir/codec_dump_ESPnet.7.log
@@ -0,0 +1,14 @@
+# python3 pyscripts/feats/dump_codec.py --codec_choice ESPnet --codec_fs 16000 --batch_size 5 --bias 0 --dump_audio false --rank 7 --vocab_file dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_train_fold_1/token_lists/codec_token_list --wav_wspecifier ark,scp:dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_train_fold_1/data/wav_resyn_ESPnet.7.ark,dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_train_fold_1/data/wav_resyn_ESPnet.7.scp --checkpoint_path null --config_path null --hf_model_tag espnet/mls-multi_soundstream_16k scp:dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_train_fold_1/logdir/wav.7.scp ark,scp:dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_train_fold_1/data/wav_codec_ESPnet.7.ark,dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_train_fold_1/data/wav_codec_ESPnet.7.scp 
+# Started at Fri Oct 11 09:43:13 EDT 2024
+#
+2024-10-11 09:43:15 | INFO | dump_codec | build with codec_choice: ESPnet
+
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+2024-10-11 09:43:23 | INFO | root | config file: /ocean/projects/cis210027p/swang26/miniconda3/envs/espnet_codec_robustness/lib/python3.10/site-packages/espnet_model_zoo/models--espnet--mls-multi_soundstream_16k/snapshots/74dc5ec297a04ee035e61c66d8821195ec49f462/exp/codec_mls_multi_soundstream4_large_v1.1/config.yaml
+/ocean/projects/cis210027p/swang26/miniconda3/envs/espnet_codec_robustness/lib/python3.10/site-packages/torch/nn/utils/weight_norm.py:28: UserWarning: torch.nn.utils.weight_norm is deprecated in favor of torch.nn.utils.parametrizations.weight_norm.
+  warnings.warn("torch.nn.utils.weight_norm is deprecated in favor of torch.nn.utils.parametrizations.weight_norm.")
+/ocean/projects/cis210027p/swang26/miniconda3/envs/espnet_codec_robustness/lib/python3.10/site-packages/librosa/util/decorators.py:88: UserWarning: Empty filters detected in mel frequency basis. Some channels will produce empty responses. Try increasing your sampling rate (and fmax) or reducing n_mels.
+  return f(*args, **kwargs)
+/ocean/projects/cis210027p/swang26/miniconda3/envs/espnet_codec_robustness/lib/python3.10/site-packages/torch/nn/modules/conv.py:306: UserWarning: Applied workaround for CuDNN issue, install nvrtc.so (Triggered internally at ../aten/src/ATen/native/cudnn/Conv_v8.cpp:84.)
+  return F.conv1d(input, weight, bias, self.stride,
+# Accounting: time=20 threads=1
+# Ended (code 0) at Fri Oct 11 09:43:33 EDT 2024, elapsed time 20 seconds
diff --git a/esc50_train_fold_1/logdir/codec_dump_ESPnet.8.log b/esc50_train_fold_1/logdir/codec_dump_ESPnet.8.log
new file mode 100644
index 0000000000000000000000000000000000000000..d62b4c05c1c7cd139aa0cde5a1596f3466b3bcdc
--- /dev/null
+++ b/esc50_train_fold_1/logdir/codec_dump_ESPnet.8.log
@@ -0,0 +1,14 @@
+# python3 pyscripts/feats/dump_codec.py --codec_choice ESPnet --codec_fs 16000 --batch_size 5 --bias 0 --dump_audio false --rank 8 --vocab_file dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_train_fold_1/token_lists/codec_token_list --wav_wspecifier ark,scp:dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_train_fold_1/data/wav_resyn_ESPnet.8.ark,dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_train_fold_1/data/wav_resyn_ESPnet.8.scp --checkpoint_path null --config_path null --hf_model_tag espnet/mls-multi_soundstream_16k scp:dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_train_fold_1/logdir/wav.8.scp ark,scp:dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_train_fold_1/data/wav_codec_ESPnet.8.ark,dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_train_fold_1/data/wav_codec_ESPnet.8.scp 
+# Started at Fri Oct 11 09:43:13 EDT 2024
+#
+2024-10-11 09:43:15 | INFO | dump_codec | build with codec_choice: ESPnet
+
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+2024-10-11 09:43:23 | INFO | root | config file: /ocean/projects/cis210027p/swang26/miniconda3/envs/espnet_codec_robustness/lib/python3.10/site-packages/espnet_model_zoo/models--espnet--mls-multi_soundstream_16k/snapshots/74dc5ec297a04ee035e61c66d8821195ec49f462/exp/codec_mls_multi_soundstream4_large_v1.1/config.yaml
+/ocean/projects/cis210027p/swang26/miniconda3/envs/espnet_codec_robustness/lib/python3.10/site-packages/torch/nn/utils/weight_norm.py:28: UserWarning: torch.nn.utils.weight_norm is deprecated in favor of torch.nn.utils.parametrizations.weight_norm.
+  warnings.warn("torch.nn.utils.weight_norm is deprecated in favor of torch.nn.utils.parametrizations.weight_norm.")
+/ocean/projects/cis210027p/swang26/miniconda3/envs/espnet_codec_robustness/lib/python3.10/site-packages/librosa/util/decorators.py:88: UserWarning: Empty filters detected in mel frequency basis. Some channels will produce empty responses. Try increasing your sampling rate (and fmax) or reducing n_mels.
+  return f(*args, **kwargs)
+/ocean/projects/cis210027p/swang26/miniconda3/envs/espnet_codec_robustness/lib/python3.10/site-packages/torch/nn/modules/conv.py:306: UserWarning: Applied workaround for CuDNN issue, install nvrtc.so (Triggered internally at ../aten/src/ATen/native/cudnn/Conv_v8.cpp:84.)
+  return F.conv1d(input, weight, bias, self.stride,
+# Accounting: time=20 threads=1
+# Ended (code 0) at Fri Oct 11 09:43:33 EDT 2024, elapsed time 20 seconds
diff --git a/esc50_train_fold_1/logdir/wav.1.scp b/esc50_train_fold_1/logdir/wav.1.scp
new file mode 100644
index 0000000000000000000000000000000000000000..79ab7979c57114a8e528c07a43fce338e9c38cdc
--- /dev/null
+++ b/esc50_train_fold_1/logdir/wav.1.scp
@@ -0,0 +1,180 @@
+2-100648-A-43 dump_16000/audio_raw_tts_esc/org/esc50_train_fold_1/data/format.1/data_wav.ark:14
+2-100786-A-1 dump_16000/audio_raw_tts_esc/org/esc50_train_fold_1/data/format.1/data_wav.ark:128590
+2-101676-A-10 dump_16000/audio_raw_tts_esc/org/esc50_train_fold_1/data/format.1/data_wav.ark:186488
+2-102414-A-17 dump_16000/audio_raw_tts_esc/org/esc50_train_fold_1/data/format.1/data_wav.ark:309578
+2-102414-B-17 dump_16000/audio_raw_tts_esc/org/esc50_train_fold_1/data/format.1/data_wav.ark:394962
+2-102414-C-17 dump_16000/audio_raw_tts_esc/org/esc50_train_fold_1/data/format.1/data_wav.ark:473552
+2-102414-D-17 dump_16000/audio_raw_tts_esc/org/esc50_train_fold_1/data/format.1/data_wav.ark:537821
+2-102414-E-17 dump_16000/audio_raw_tts_esc/org/esc50_train_fold_1/data/format.1/data_wav.ark:594221
+2-102414-G-17 dump_16000/audio_raw_tts_esc/org/esc50_train_fold_1/data/format.1/data_wav.ark:670469
+2-102435-A-37 dump_16000/audio_raw_tts_esc/org/esc50_train_fold_1/data/format.1/data_wav.ark:720355
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+2-102567-B-35 dump_16000/audio_raw_tts_esc/org/esc50_train_fold_1/data/format.1/data_wav.ark:911055
+2-102567-C-35 dump_16000/audio_raw_tts_esc/org/esc50_train_fold_1/data/format.1/data_wav.ark:1020718
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diff --git a/esc50_train_fold_1/token_lists/codec_token_list b/esc50_train_fold_1/token_lists/codec_token_list
new file mode 100644
index 0000000000000000000000000000000000000000..3d5876836443e4f7353e8f81ecefb829f3745b0c
--- /dev/null
+++ b/esc50_train_fold_1/token_lists/codec_token_list
@@ -0,0 +1,8192 @@
+<codec_layer0_code0>
+<codec_layer0_code1>
+<codec_layer0_code2>
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diff --git a/esc50_train_fold_1/utt2spk b/esc50_train_fold_1/utt2spk
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diff --git a/esc50_train_fold_1/wav.scp b/esc50_train_fold_1/wav.scp
new file mode 100644
index 0000000000000000000000000000000000000000..f005bdc39c54861ad6f9a77b334be80e3cd4ca2c
--- /dev/null
+++ b/esc50_train_fold_1/wav.scp
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diff --git a/esc50_train_fold_2/data.json b/esc50_train_fold_2/data.json
new file mode 100644
index 0000000000000000000000000000000000000000..1548e81e3bef4d51da10e77a89c904b5807d33ce
--- /dev/null
+++ b/esc50_train_fold_2/data.json
@@ -0,0 +1,1455 @@
+{
+    "task": "tts",
+    "vocabularies": [
+        "dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_train_fold_2/token_lists/g2p_token_list",
+        "dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_train_fold_2/token_lists/codec_token_list"
+    ],
+    "data_files": [
+        "dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_train_fold_2/index_files/text,g2p,text",
+        "dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_train_fold_2/index_files/utt2spk,spk,text",
+        "dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_train_fold_2/index_files/wav.scp,codec,kaldi_ark"
+    ],
+    "num_examples": 1440,
+    "examples": [
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diff --git a/esc50_train_fold_2/index_files/utt2spk b/esc50_train_fold_2/index_files/utt2spk
new file mode 100644
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diff --git a/esc50_train_fold_2/index_files/wav.scp b/esc50_train_fold_2/index_files/wav.scp
new file mode 100644
index 0000000000000000000000000000000000000000..9fbc78d749ef5d0fe5f3242c3fbfa15d854e01cb
--- /dev/null
+++ b/esc50_train_fold_2/index_files/wav.scp
@@ -0,0 +1,1440 @@
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+5-263775-A-26 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_train_fold_2/data/wav_codec_ESPnet.8.ark:1723598
+5-263775-B-26 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_train_fold_2/data/wav_codec_ESPnet.8.ark:1733619
+5-263831-A-6 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_train_fold_2/data/wav_codec_ESPnet.8.ark:1743639
+5-263831-B-6 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_train_fold_2/data/wav_codec_ESPnet.8.ark:1753659
+5-263902-A-36 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_train_fold_2/data/wav_codec_ESPnet.8.ark:1763680
+5-51149-A-25 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_train_fold_2/data/wav_codec_ESPnet.8.ark:1773700
+5-61635-A-8 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_train_fold_2/data/wav_codec_ESPnet.8.ark:1783719
+5-9032-A-0 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_train_fold_2/data/wav_codec_ESPnet.8.ark:1793737
diff --git a/esc50_train_fold_2/logdir/codec_dump_ESPnet.1.log b/esc50_train_fold_2/logdir/codec_dump_ESPnet.1.log
new file mode 100644
index 0000000000000000000000000000000000000000..256035f31a43a7e5cc45760af30068e0ece3e7cd
--- /dev/null
+++ b/esc50_train_fold_2/logdir/codec_dump_ESPnet.1.log
@@ -0,0 +1,14 @@
+# python3 pyscripts/feats/dump_codec.py --codec_choice ESPnet --codec_fs 16000 --batch_size 5 --bias 0 --dump_audio false --rank 1 --vocab_file dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_train_fold_2/token_lists/codec_token_list --wav_wspecifier ark,scp:dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_train_fold_2/data/wav_resyn_ESPnet.1.ark,dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_train_fold_2/data/wav_resyn_ESPnet.1.scp --checkpoint_path null --config_path null --hf_model_tag espnet/mls-multi_soundstream_16k scp:dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_train_fold_2/logdir/wav.1.scp ark,scp:dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_train_fold_2/data/wav_codec_ESPnet.1.ark,dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_train_fold_2/data/wav_codec_ESPnet.1.scp 
+# Started at Fri Oct 11 09:44:44 EDT 2024
+#
+2024-10-11 09:44:45 | INFO | dump_codec | build with codec_choice: ESPnet
+
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+2024-10-11 09:44:54 | INFO | root | config file: /ocean/projects/cis210027p/swang26/miniconda3/envs/espnet_codec_robustness/lib/python3.10/site-packages/espnet_model_zoo/models--espnet--mls-multi_soundstream_16k/snapshots/74dc5ec297a04ee035e61c66d8821195ec49f462/exp/codec_mls_multi_soundstream4_large_v1.1/config.yaml
+/ocean/projects/cis210027p/swang26/miniconda3/envs/espnet_codec_robustness/lib/python3.10/site-packages/torch/nn/utils/weight_norm.py:28: UserWarning: torch.nn.utils.weight_norm is deprecated in favor of torch.nn.utils.parametrizations.weight_norm.
+  warnings.warn("torch.nn.utils.weight_norm is deprecated in favor of torch.nn.utils.parametrizations.weight_norm.")
+/ocean/projects/cis210027p/swang26/miniconda3/envs/espnet_codec_robustness/lib/python3.10/site-packages/librosa/util/decorators.py:88: UserWarning: Empty filters detected in mel frequency basis. Some channels will produce empty responses. Try increasing your sampling rate (and fmax) or reducing n_mels.
+  return f(*args, **kwargs)
+/ocean/projects/cis210027p/swang26/miniconda3/envs/espnet_codec_robustness/lib/python3.10/site-packages/torch/nn/modules/conv.py:306: UserWarning: Applied workaround for CuDNN issue, install nvrtc.so (Triggered internally at ../aten/src/ATen/native/cudnn/Conv_v8.cpp:84.)
+  return F.conv1d(input, weight, bias, self.stride,
+# Accounting: time=20 threads=1
+# Ended (code 0) at Fri Oct 11 09:45:04 EDT 2024, elapsed time 20 seconds
diff --git a/esc50_train_fold_2/logdir/codec_dump_ESPnet.2.log b/esc50_train_fold_2/logdir/codec_dump_ESPnet.2.log
new file mode 100644
index 0000000000000000000000000000000000000000..15d74539b503914ef9c162047118af476c1f18d5
--- /dev/null
+++ b/esc50_train_fold_2/logdir/codec_dump_ESPnet.2.log
@@ -0,0 +1,14 @@
+# python3 pyscripts/feats/dump_codec.py --codec_choice ESPnet --codec_fs 16000 --batch_size 5 --bias 0 --dump_audio false --rank 2 --vocab_file dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_train_fold_2/token_lists/codec_token_list --wav_wspecifier ark,scp:dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_train_fold_2/data/wav_resyn_ESPnet.2.ark,dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_train_fold_2/data/wav_resyn_ESPnet.2.scp --checkpoint_path null --config_path null --hf_model_tag espnet/mls-multi_soundstream_16k scp:dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_train_fold_2/logdir/wav.2.scp ark,scp:dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_train_fold_2/data/wav_codec_ESPnet.2.ark,dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_train_fold_2/data/wav_codec_ESPnet.2.scp 
+# Started at Fri Oct 11 09:44:44 EDT 2024
+#
+2024-10-11 09:44:45 | INFO | dump_codec | build with codec_choice: ESPnet
+
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+2024-10-11 09:44:54 | INFO | root | config file: /ocean/projects/cis210027p/swang26/miniconda3/envs/espnet_codec_robustness/lib/python3.10/site-packages/espnet_model_zoo/models--espnet--mls-multi_soundstream_16k/snapshots/74dc5ec297a04ee035e61c66d8821195ec49f462/exp/codec_mls_multi_soundstream4_large_v1.1/config.yaml
+/ocean/projects/cis210027p/swang26/miniconda3/envs/espnet_codec_robustness/lib/python3.10/site-packages/torch/nn/utils/weight_norm.py:28: UserWarning: torch.nn.utils.weight_norm is deprecated in favor of torch.nn.utils.parametrizations.weight_norm.
+  warnings.warn("torch.nn.utils.weight_norm is deprecated in favor of torch.nn.utils.parametrizations.weight_norm.")
+/ocean/projects/cis210027p/swang26/miniconda3/envs/espnet_codec_robustness/lib/python3.10/site-packages/librosa/util/decorators.py:88: UserWarning: Empty filters detected in mel frequency basis. Some channels will produce empty responses. Try increasing your sampling rate (and fmax) or reducing n_mels.
+  return f(*args, **kwargs)
+/ocean/projects/cis210027p/swang26/miniconda3/envs/espnet_codec_robustness/lib/python3.10/site-packages/torch/nn/modules/conv.py:306: UserWarning: Applied workaround for CuDNN issue, install nvrtc.so (Triggered internally at ../aten/src/ATen/native/cudnn/Conv_v8.cpp:84.)
+  return F.conv1d(input, weight, bias, self.stride,
+# Accounting: time=20 threads=1
+# Ended (code 0) at Fri Oct 11 09:45:04 EDT 2024, elapsed time 20 seconds
diff --git a/esc50_train_fold_2/logdir/codec_dump_ESPnet.3.log b/esc50_train_fold_2/logdir/codec_dump_ESPnet.3.log
new file mode 100644
index 0000000000000000000000000000000000000000..c0c15eee980d99cc868c25e2d5f9e0d2d7358c5b
--- /dev/null
+++ b/esc50_train_fold_2/logdir/codec_dump_ESPnet.3.log
@@ -0,0 +1,14 @@
+# python3 pyscripts/feats/dump_codec.py --codec_choice ESPnet --codec_fs 16000 --batch_size 5 --bias 0 --dump_audio false --rank 3 --vocab_file dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_train_fold_2/token_lists/codec_token_list --wav_wspecifier ark,scp:dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_train_fold_2/data/wav_resyn_ESPnet.3.ark,dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_train_fold_2/data/wav_resyn_ESPnet.3.scp --checkpoint_path null --config_path null --hf_model_tag espnet/mls-multi_soundstream_16k scp:dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_train_fold_2/logdir/wav.3.scp ark,scp:dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_train_fold_2/data/wav_codec_ESPnet.3.ark,dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_train_fold_2/data/wav_codec_ESPnet.3.scp 
+# Started at Fri Oct 11 09:44:44 EDT 2024
+#
+2024-10-11 09:44:45 | INFO | dump_codec | build with codec_choice: ESPnet
+
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+2024-10-11 09:44:54 | INFO | root | config file: /ocean/projects/cis210027p/swang26/miniconda3/envs/espnet_codec_robustness/lib/python3.10/site-packages/espnet_model_zoo/models--espnet--mls-multi_soundstream_16k/snapshots/74dc5ec297a04ee035e61c66d8821195ec49f462/exp/codec_mls_multi_soundstream4_large_v1.1/config.yaml
+/ocean/projects/cis210027p/swang26/miniconda3/envs/espnet_codec_robustness/lib/python3.10/site-packages/torch/nn/utils/weight_norm.py:28: UserWarning: torch.nn.utils.weight_norm is deprecated in favor of torch.nn.utils.parametrizations.weight_norm.
+  warnings.warn("torch.nn.utils.weight_norm is deprecated in favor of torch.nn.utils.parametrizations.weight_norm.")
+/ocean/projects/cis210027p/swang26/miniconda3/envs/espnet_codec_robustness/lib/python3.10/site-packages/librosa/util/decorators.py:88: UserWarning: Empty filters detected in mel frequency basis. Some channels will produce empty responses. Try increasing your sampling rate (and fmax) or reducing n_mels.
+  return f(*args, **kwargs)
+/ocean/projects/cis210027p/swang26/miniconda3/envs/espnet_codec_robustness/lib/python3.10/site-packages/torch/nn/modules/conv.py:306: UserWarning: Applied workaround for CuDNN issue, install nvrtc.so (Triggered internally at ../aten/src/ATen/native/cudnn/Conv_v8.cpp:84.)
+  return F.conv1d(input, weight, bias, self.stride,
+# Accounting: time=20 threads=1
+# Ended (code 0) at Fri Oct 11 09:45:04 EDT 2024, elapsed time 20 seconds
diff --git a/esc50_train_fold_2/logdir/codec_dump_ESPnet.4.log b/esc50_train_fold_2/logdir/codec_dump_ESPnet.4.log
new file mode 100644
index 0000000000000000000000000000000000000000..b068a094697e1641133e680cfac6388e1a54a948
--- /dev/null
+++ b/esc50_train_fold_2/logdir/codec_dump_ESPnet.4.log
@@ -0,0 +1,14 @@
+# python3 pyscripts/feats/dump_codec.py --codec_choice ESPnet --codec_fs 16000 --batch_size 5 --bias 0 --dump_audio false --rank 4 --vocab_file dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_train_fold_2/token_lists/codec_token_list --wav_wspecifier ark,scp:dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_train_fold_2/data/wav_resyn_ESPnet.4.ark,dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_train_fold_2/data/wav_resyn_ESPnet.4.scp --checkpoint_path null --config_path null --hf_model_tag espnet/mls-multi_soundstream_16k scp:dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_train_fold_2/logdir/wav.4.scp ark,scp:dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_train_fold_2/data/wav_codec_ESPnet.4.ark,dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_train_fold_2/data/wav_codec_ESPnet.4.scp 
+# Started at Fri Oct 11 09:44:44 EDT 2024
+#
+2024-10-11 09:44:45 | INFO | dump_codec | build with codec_choice: ESPnet
+
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+2024-10-11 09:44:54 | INFO | root | config file: /ocean/projects/cis210027p/swang26/miniconda3/envs/espnet_codec_robustness/lib/python3.10/site-packages/espnet_model_zoo/models--espnet--mls-multi_soundstream_16k/snapshots/74dc5ec297a04ee035e61c66d8821195ec49f462/exp/codec_mls_multi_soundstream4_large_v1.1/config.yaml
+/ocean/projects/cis210027p/swang26/miniconda3/envs/espnet_codec_robustness/lib/python3.10/site-packages/torch/nn/utils/weight_norm.py:28: UserWarning: torch.nn.utils.weight_norm is deprecated in favor of torch.nn.utils.parametrizations.weight_norm.
+  warnings.warn("torch.nn.utils.weight_norm is deprecated in favor of torch.nn.utils.parametrizations.weight_norm.")
+/ocean/projects/cis210027p/swang26/miniconda3/envs/espnet_codec_robustness/lib/python3.10/site-packages/librosa/util/decorators.py:88: UserWarning: Empty filters detected in mel frequency basis. Some channels will produce empty responses. Try increasing your sampling rate (and fmax) or reducing n_mels.
+  return f(*args, **kwargs)
+/ocean/projects/cis210027p/swang26/miniconda3/envs/espnet_codec_robustness/lib/python3.10/site-packages/torch/nn/modules/conv.py:306: UserWarning: Applied workaround for CuDNN issue, install nvrtc.so (Triggered internally at ../aten/src/ATen/native/cudnn/Conv_v8.cpp:84.)
+  return F.conv1d(input, weight, bias, self.stride,
+# Accounting: time=19 threads=1
+# Ended (code 0) at Fri Oct 11 09:45:03 EDT 2024, elapsed time 19 seconds
diff --git a/esc50_train_fold_2/logdir/codec_dump_ESPnet.5.log b/esc50_train_fold_2/logdir/codec_dump_ESPnet.5.log
new file mode 100644
index 0000000000000000000000000000000000000000..493fb4e213240125f7cf4375d5843ec1b0ebd906
--- /dev/null
+++ b/esc50_train_fold_2/logdir/codec_dump_ESPnet.5.log
@@ -0,0 +1,14 @@
+# python3 pyscripts/feats/dump_codec.py --codec_choice ESPnet --codec_fs 16000 --batch_size 5 --bias 0 --dump_audio false --rank 5 --vocab_file dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_train_fold_2/token_lists/codec_token_list --wav_wspecifier ark,scp:dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_train_fold_2/data/wav_resyn_ESPnet.5.ark,dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_train_fold_2/data/wav_resyn_ESPnet.5.scp --checkpoint_path null --config_path null --hf_model_tag espnet/mls-multi_soundstream_16k scp:dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_train_fold_2/logdir/wav.5.scp ark,scp:dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_train_fold_2/data/wav_codec_ESPnet.5.ark,dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_train_fold_2/data/wav_codec_ESPnet.5.scp 
+# Started at Fri Oct 11 09:45:04 EDT 2024
+#
+2024-10-11 09:45:05 | INFO | dump_codec | build with codec_choice: ESPnet
+
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+2024-10-11 09:45:13 | INFO | root | config file: /ocean/projects/cis210027p/swang26/miniconda3/envs/espnet_codec_robustness/lib/python3.10/site-packages/espnet_model_zoo/models--espnet--mls-multi_soundstream_16k/snapshots/74dc5ec297a04ee035e61c66d8821195ec49f462/exp/codec_mls_multi_soundstream4_large_v1.1/config.yaml
+/ocean/projects/cis210027p/swang26/miniconda3/envs/espnet_codec_robustness/lib/python3.10/site-packages/torch/nn/utils/weight_norm.py:28: UserWarning: torch.nn.utils.weight_norm is deprecated in favor of torch.nn.utils.parametrizations.weight_norm.
+  warnings.warn("torch.nn.utils.weight_norm is deprecated in favor of torch.nn.utils.parametrizations.weight_norm.")
+/ocean/projects/cis210027p/swang26/miniconda3/envs/espnet_codec_robustness/lib/python3.10/site-packages/librosa/util/decorators.py:88: UserWarning: Empty filters detected in mel frequency basis. Some channels will produce empty responses. Try increasing your sampling rate (and fmax) or reducing n_mels.
+  return f(*args, **kwargs)
+/ocean/projects/cis210027p/swang26/miniconda3/envs/espnet_codec_robustness/lib/python3.10/site-packages/torch/nn/modules/conv.py:306: UserWarning: Applied workaround for CuDNN issue, install nvrtc.so (Triggered internally at ../aten/src/ATen/native/cudnn/Conv_v8.cpp:84.)
+  return F.conv1d(input, weight, bias, self.stride,
+# Accounting: time=19 threads=1
+# Ended (code 0) at Fri Oct 11 09:45:23 EDT 2024, elapsed time 19 seconds
diff --git a/esc50_train_fold_2/logdir/codec_dump_ESPnet.6.log b/esc50_train_fold_2/logdir/codec_dump_ESPnet.6.log
new file mode 100644
index 0000000000000000000000000000000000000000..eab393e7ffe76cf1597871379fef1d3bbd35b464
--- /dev/null
+++ b/esc50_train_fold_2/logdir/codec_dump_ESPnet.6.log
@@ -0,0 +1,14 @@
+# python3 pyscripts/feats/dump_codec.py --codec_choice ESPnet --codec_fs 16000 --batch_size 5 --bias 0 --dump_audio false --rank 6 --vocab_file dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_train_fold_2/token_lists/codec_token_list --wav_wspecifier ark,scp:dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_train_fold_2/data/wav_resyn_ESPnet.6.ark,dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_train_fold_2/data/wav_resyn_ESPnet.6.scp --checkpoint_path null --config_path null --hf_model_tag espnet/mls-multi_soundstream_16k scp:dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_train_fold_2/logdir/wav.6.scp ark,scp:dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_train_fold_2/data/wav_codec_ESPnet.6.ark,dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_train_fold_2/data/wav_codec_ESPnet.6.scp 
+# Started at Fri Oct 11 09:45:04 EDT 2024
+#
+2024-10-11 09:45:05 | INFO | dump_codec | build with codec_choice: ESPnet
+
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+2024-10-11 09:45:13 | INFO | root | config file: /ocean/projects/cis210027p/swang26/miniconda3/envs/espnet_codec_robustness/lib/python3.10/site-packages/espnet_model_zoo/models--espnet--mls-multi_soundstream_16k/snapshots/74dc5ec297a04ee035e61c66d8821195ec49f462/exp/codec_mls_multi_soundstream4_large_v1.1/config.yaml
+/ocean/projects/cis210027p/swang26/miniconda3/envs/espnet_codec_robustness/lib/python3.10/site-packages/torch/nn/utils/weight_norm.py:28: UserWarning: torch.nn.utils.weight_norm is deprecated in favor of torch.nn.utils.parametrizations.weight_norm.
+  warnings.warn("torch.nn.utils.weight_norm is deprecated in favor of torch.nn.utils.parametrizations.weight_norm.")
+/ocean/projects/cis210027p/swang26/miniconda3/envs/espnet_codec_robustness/lib/python3.10/site-packages/librosa/util/decorators.py:88: UserWarning: Empty filters detected in mel frequency basis. Some channels will produce empty responses. Try increasing your sampling rate (and fmax) or reducing n_mels.
+  return f(*args, **kwargs)
+/ocean/projects/cis210027p/swang26/miniconda3/envs/espnet_codec_robustness/lib/python3.10/site-packages/torch/nn/modules/conv.py:306: UserWarning: Applied workaround for CuDNN issue, install nvrtc.so (Triggered internally at ../aten/src/ATen/native/cudnn/Conv_v8.cpp:84.)
+  return F.conv1d(input, weight, bias, self.stride,
+# Accounting: time=19 threads=1
+# Ended (code 0) at Fri Oct 11 09:45:23 EDT 2024, elapsed time 19 seconds
diff --git a/esc50_train_fold_2/logdir/codec_dump_ESPnet.7.log b/esc50_train_fold_2/logdir/codec_dump_ESPnet.7.log
new file mode 100644
index 0000000000000000000000000000000000000000..f5dbb8441a3c1aa733d83bca18c8ab8d1e98c71d
--- /dev/null
+++ b/esc50_train_fold_2/logdir/codec_dump_ESPnet.7.log
@@ -0,0 +1,14 @@
+# python3 pyscripts/feats/dump_codec.py --codec_choice ESPnet --codec_fs 16000 --batch_size 5 --bias 0 --dump_audio false --rank 7 --vocab_file dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_train_fold_2/token_lists/codec_token_list --wav_wspecifier ark,scp:dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_train_fold_2/data/wav_resyn_ESPnet.7.ark,dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_train_fold_2/data/wav_resyn_ESPnet.7.scp --checkpoint_path null --config_path null --hf_model_tag espnet/mls-multi_soundstream_16k scp:dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_train_fold_2/logdir/wav.7.scp ark,scp:dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_train_fold_2/data/wav_codec_ESPnet.7.ark,dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_train_fold_2/data/wav_codec_ESPnet.7.scp 
+# Started at Fri Oct 11 09:45:04 EDT 2024
+#
+2024-10-11 09:45:05 | INFO | dump_codec | build with codec_choice: ESPnet
+
Fetching 30 files:   0%|          | 0/30 [00:00<?, ?it/s]
Fetching 30 files: 100%|██████████| 30/30 [00:00<00:00, 4478.86it/s]
+2024-10-11 09:45:13 | INFO | root | config file: /ocean/projects/cis210027p/swang26/miniconda3/envs/espnet_codec_robustness/lib/python3.10/site-packages/espnet_model_zoo/models--espnet--mls-multi_soundstream_16k/snapshots/74dc5ec297a04ee035e61c66d8821195ec49f462/exp/codec_mls_multi_soundstream4_large_v1.1/config.yaml
+/ocean/projects/cis210027p/swang26/miniconda3/envs/espnet_codec_robustness/lib/python3.10/site-packages/torch/nn/utils/weight_norm.py:28: UserWarning: torch.nn.utils.weight_norm is deprecated in favor of torch.nn.utils.parametrizations.weight_norm.
+  warnings.warn("torch.nn.utils.weight_norm is deprecated in favor of torch.nn.utils.parametrizations.weight_norm.")
+/ocean/projects/cis210027p/swang26/miniconda3/envs/espnet_codec_robustness/lib/python3.10/site-packages/librosa/util/decorators.py:88: UserWarning: Empty filters detected in mel frequency basis. Some channels will produce empty responses. Try increasing your sampling rate (and fmax) or reducing n_mels.
+  return f(*args, **kwargs)
+/ocean/projects/cis210027p/swang26/miniconda3/envs/espnet_codec_robustness/lib/python3.10/site-packages/torch/nn/modules/conv.py:306: UserWarning: Applied workaround for CuDNN issue, install nvrtc.so (Triggered internally at ../aten/src/ATen/native/cudnn/Conv_v8.cpp:84.)
+  return F.conv1d(input, weight, bias, self.stride,
+# Accounting: time=19 threads=1
+# Ended (code 0) at Fri Oct 11 09:45:23 EDT 2024, elapsed time 19 seconds
diff --git a/esc50_train_fold_2/logdir/codec_dump_ESPnet.8.log b/esc50_train_fold_2/logdir/codec_dump_ESPnet.8.log
new file mode 100644
index 0000000000000000000000000000000000000000..c1cb2da7c185fec5c48e09870601fa808edd89b6
--- /dev/null
+++ b/esc50_train_fold_2/logdir/codec_dump_ESPnet.8.log
@@ -0,0 +1,14 @@
+# python3 pyscripts/feats/dump_codec.py --codec_choice ESPnet --codec_fs 16000 --batch_size 5 --bias 0 --dump_audio false --rank 8 --vocab_file dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_train_fold_2/token_lists/codec_token_list --wav_wspecifier ark,scp:dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_train_fold_2/data/wav_resyn_ESPnet.8.ark,dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_train_fold_2/data/wav_resyn_ESPnet.8.scp --checkpoint_path null --config_path null --hf_model_tag espnet/mls-multi_soundstream_16k scp:dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_train_fold_2/logdir/wav.8.scp ark,scp:dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_train_fold_2/data/wav_codec_ESPnet.8.ark,dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_train_fold_2/data/wav_codec_ESPnet.8.scp 
+# Started at Fri Oct 11 09:45:04 EDT 2024
+#
+2024-10-11 09:45:05 | INFO | dump_codec | build with codec_choice: ESPnet
+
Fetching 30 files:   0%|          | 0/30 [00:00<?, ?it/s]
Fetching 30 files: 100%|██████████| 30/30 [00:00<00:00, 8939.27it/s]
+2024-10-11 09:45:13 | INFO | root | config file: /ocean/projects/cis210027p/swang26/miniconda3/envs/espnet_codec_robustness/lib/python3.10/site-packages/espnet_model_zoo/models--espnet--mls-multi_soundstream_16k/snapshots/74dc5ec297a04ee035e61c66d8821195ec49f462/exp/codec_mls_multi_soundstream4_large_v1.1/config.yaml
+/ocean/projects/cis210027p/swang26/miniconda3/envs/espnet_codec_robustness/lib/python3.10/site-packages/torch/nn/utils/weight_norm.py:28: UserWarning: torch.nn.utils.weight_norm is deprecated in favor of torch.nn.utils.parametrizations.weight_norm.
+  warnings.warn("torch.nn.utils.weight_norm is deprecated in favor of torch.nn.utils.parametrizations.weight_norm.")
+/ocean/projects/cis210027p/swang26/miniconda3/envs/espnet_codec_robustness/lib/python3.10/site-packages/librosa/util/decorators.py:88: UserWarning: Empty filters detected in mel frequency basis. Some channels will produce empty responses. Try increasing your sampling rate (and fmax) or reducing n_mels.
+  return f(*args, **kwargs)
+/ocean/projects/cis210027p/swang26/miniconda3/envs/espnet_codec_robustness/lib/python3.10/site-packages/torch/nn/modules/conv.py:306: UserWarning: Applied workaround for CuDNN issue, install nvrtc.so (Triggered internally at ../aten/src/ATen/native/cudnn/Conv_v8.cpp:84.)
+  return F.conv1d(input, weight, bias, self.stride,
+# Accounting: time=19 threads=1
+# Ended (code 0) at Fri Oct 11 09:45:23 EDT 2024, elapsed time 19 seconds
diff --git a/esc50_train_fold_2/logdir/wav.1.scp b/esc50_train_fold_2/logdir/wav.1.scp
new file mode 100644
index 0000000000000000000000000000000000000000..94102ec820271f130ce33e6944a59a70f6973c43
--- /dev/null
+++ b/esc50_train_fold_2/logdir/wav.1.scp
@@ -0,0 +1,180 @@
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diff --git a/esc50_train_fold_2/token_lists/codec_token_list b/esc50_train_fold_2/token_lists/codec_token_list
new file mode 100644
index 0000000000000000000000000000000000000000..3d5876836443e4f7353e8f81ecefb829f3745b0c
--- /dev/null
+++ b/esc50_train_fold_2/token_lists/codec_token_list
@@ -0,0 +1,8192 @@
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diff --git a/esc50_train_fold_2/utt2spk b/esc50_train_fold_2/utt2spk
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diff --git a/esc50_train_fold_2/wav.scp b/esc50_train_fold_2/wav.scp
new file mode 100644
index 0000000000000000000000000000000000000000..9fbc78d749ef5d0fe5f3242c3fbfa15d854e01cb
--- /dev/null
+++ b/esc50_train_fold_2/wav.scp
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diff --git a/esc50_train_fold_3/data.json b/esc50_train_fold_3/data.json
new file mode 100644
index 0000000000000000000000000000000000000000..cf909cd6e7ecbb9338a423e9b9f5964ea3d53fa7
--- /dev/null
+++ b/esc50_train_fold_3/data.json
@@ -0,0 +1,1455 @@
+{
+    "task": "tts",
+    "vocabularies": [
+        "dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_train_fold_3/token_lists/g2p_token_list",
+        "dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_train_fold_3/token_lists/codec_token_list"
+    ],
+    "data_files": [
+        "dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_train_fold_3/index_files/text,g2p,text",
+        "dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_train_fold_3/index_files/utt2spk,spk,text",
+        "dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_train_fold_3/index_files/wav.scp,codec,kaldi_ark"
+    ],
+    "num_examples": 1440,
+    "examples": [
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diff --git a/esc50_train_fold_3/index_files/utt2spk b/esc50_train_fold_3/index_files/utt2spk
new file mode 100644
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diff --git a/esc50_train_fold_3/index_files/wav.scp b/esc50_train_fold_3/index_files/wav.scp
new file mode 100644
index 0000000000000000000000000000000000000000..1e294aa4fa2691af695215c937f7fc67b2c038ee
--- /dev/null
+++ b/esc50_train_fold_3/index_files/wav.scp
@@ -0,0 +1,1440 @@
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+5-61635-A-8 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_train_fold_3/data/wav_codec_ESPnet.8.ark:1783719
+5-9032-A-0 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_train_fold_3/data/wav_codec_ESPnet.8.ark:1793737
diff --git a/esc50_train_fold_3/logdir/codec_dump_ESPnet.1.log b/esc50_train_fold_3/logdir/codec_dump_ESPnet.1.log
new file mode 100644
index 0000000000000000000000000000000000000000..ae20fae7bff26b366015281297b6ec111434f844
--- /dev/null
+++ b/esc50_train_fold_3/logdir/codec_dump_ESPnet.1.log
@@ -0,0 +1,14 @@
+# python3 pyscripts/feats/dump_codec.py --codec_choice ESPnet --codec_fs 16000 --batch_size 5 --bias 0 --dump_audio false --rank 1 --vocab_file dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_train_fold_3/token_lists/codec_token_list --wav_wspecifier ark,scp:dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_train_fold_3/data/wav_resyn_ESPnet.1.ark,dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_train_fold_3/data/wav_resyn_ESPnet.1.scp --checkpoint_path null --config_path null --hf_model_tag espnet/mls-multi_soundstream_16k scp:dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_train_fold_3/logdir/wav.1.scp ark,scp:dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_train_fold_3/data/wav_codec_ESPnet.1.ark,dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_train_fold_3/data/wav_codec_ESPnet.1.scp 
+# Started at Fri Oct 11 09:46:34 EDT 2024
+#
+2024-10-11 09:46:35 | INFO | dump_codec | build with codec_choice: ESPnet
+
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+2024-10-11 09:46:44 | INFO | root | config file: /ocean/projects/cis210027p/swang26/miniconda3/envs/espnet_codec_robustness/lib/python3.10/site-packages/espnet_model_zoo/models--espnet--mls-multi_soundstream_16k/snapshots/74dc5ec297a04ee035e61c66d8821195ec49f462/exp/codec_mls_multi_soundstream4_large_v1.1/config.yaml
+/ocean/projects/cis210027p/swang26/miniconda3/envs/espnet_codec_robustness/lib/python3.10/site-packages/torch/nn/utils/weight_norm.py:28: UserWarning: torch.nn.utils.weight_norm is deprecated in favor of torch.nn.utils.parametrizations.weight_norm.
+  warnings.warn("torch.nn.utils.weight_norm is deprecated in favor of torch.nn.utils.parametrizations.weight_norm.")
+/ocean/projects/cis210027p/swang26/miniconda3/envs/espnet_codec_robustness/lib/python3.10/site-packages/librosa/util/decorators.py:88: UserWarning: Empty filters detected in mel frequency basis. Some channels will produce empty responses. Try increasing your sampling rate (and fmax) or reducing n_mels.
+  return f(*args, **kwargs)
+/ocean/projects/cis210027p/swang26/miniconda3/envs/espnet_codec_robustness/lib/python3.10/site-packages/torch/nn/modules/conv.py:306: UserWarning: Applied workaround for CuDNN issue, install nvrtc.so (Triggered internally at ../aten/src/ATen/native/cudnn/Conv_v8.cpp:84.)
+  return F.conv1d(input, weight, bias, self.stride,
+# Accounting: time=20 threads=1
+# Ended (code 0) at Fri Oct 11 09:46:54 EDT 2024, elapsed time 20 seconds
diff --git a/esc50_train_fold_3/logdir/codec_dump_ESPnet.2.log b/esc50_train_fold_3/logdir/codec_dump_ESPnet.2.log
new file mode 100644
index 0000000000000000000000000000000000000000..1e2ccb1af62ca72f47c736558da687af474be5c1
--- /dev/null
+++ b/esc50_train_fold_3/logdir/codec_dump_ESPnet.2.log
@@ -0,0 +1,14 @@
+# python3 pyscripts/feats/dump_codec.py --codec_choice ESPnet --codec_fs 16000 --batch_size 5 --bias 0 --dump_audio false --rank 2 --vocab_file dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_train_fold_3/token_lists/codec_token_list --wav_wspecifier ark,scp:dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_train_fold_3/data/wav_resyn_ESPnet.2.ark,dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_train_fold_3/data/wav_resyn_ESPnet.2.scp --checkpoint_path null --config_path null --hf_model_tag espnet/mls-multi_soundstream_16k scp:dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_train_fold_3/logdir/wav.2.scp ark,scp:dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_train_fold_3/data/wav_codec_ESPnet.2.ark,dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_train_fold_3/data/wav_codec_ESPnet.2.scp 
+# Started at Fri Oct 11 09:46:34 EDT 2024
+#
+2024-10-11 09:46:35 | INFO | dump_codec | build with codec_choice: ESPnet
+
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+2024-10-11 09:46:44 | INFO | root | config file: /ocean/projects/cis210027p/swang26/miniconda3/envs/espnet_codec_robustness/lib/python3.10/site-packages/espnet_model_zoo/models--espnet--mls-multi_soundstream_16k/snapshots/74dc5ec297a04ee035e61c66d8821195ec49f462/exp/codec_mls_multi_soundstream4_large_v1.1/config.yaml
+/ocean/projects/cis210027p/swang26/miniconda3/envs/espnet_codec_robustness/lib/python3.10/site-packages/torch/nn/utils/weight_norm.py:28: UserWarning: torch.nn.utils.weight_norm is deprecated in favor of torch.nn.utils.parametrizations.weight_norm.
+  warnings.warn("torch.nn.utils.weight_norm is deprecated in favor of torch.nn.utils.parametrizations.weight_norm.")
+/ocean/projects/cis210027p/swang26/miniconda3/envs/espnet_codec_robustness/lib/python3.10/site-packages/librosa/util/decorators.py:88: UserWarning: Empty filters detected in mel frequency basis. Some channels will produce empty responses. Try increasing your sampling rate (and fmax) or reducing n_mels.
+  return f(*args, **kwargs)
+/ocean/projects/cis210027p/swang26/miniconda3/envs/espnet_codec_robustness/lib/python3.10/site-packages/torch/nn/modules/conv.py:306: UserWarning: Applied workaround for CuDNN issue, install nvrtc.so (Triggered internally at ../aten/src/ATen/native/cudnn/Conv_v8.cpp:84.)
+  return F.conv1d(input, weight, bias, self.stride,
+# Accounting: time=20 threads=1
+# Ended (code 0) at Fri Oct 11 09:46:54 EDT 2024, elapsed time 20 seconds
diff --git a/esc50_train_fold_3/logdir/codec_dump_ESPnet.3.log b/esc50_train_fold_3/logdir/codec_dump_ESPnet.3.log
new file mode 100644
index 0000000000000000000000000000000000000000..fbbda8680c3c9b680b1a2cba150d5a7495fc8d0e
--- /dev/null
+++ b/esc50_train_fold_3/logdir/codec_dump_ESPnet.3.log
@@ -0,0 +1,14 @@
+# python3 pyscripts/feats/dump_codec.py --codec_choice ESPnet --codec_fs 16000 --batch_size 5 --bias 0 --dump_audio false --rank 3 --vocab_file dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_train_fold_3/token_lists/codec_token_list --wav_wspecifier ark,scp:dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_train_fold_3/data/wav_resyn_ESPnet.3.ark,dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_train_fold_3/data/wav_resyn_ESPnet.3.scp --checkpoint_path null --config_path null --hf_model_tag espnet/mls-multi_soundstream_16k scp:dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_train_fold_3/logdir/wav.3.scp ark,scp:dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_train_fold_3/data/wav_codec_ESPnet.3.ark,dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_train_fold_3/data/wav_codec_ESPnet.3.scp 
+# Started at Fri Oct 11 09:46:34 EDT 2024
+#
+2024-10-11 09:46:35 | INFO | dump_codec | build with codec_choice: ESPnet
+
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+2024-10-11 09:46:44 | INFO | root | config file: /ocean/projects/cis210027p/swang26/miniconda3/envs/espnet_codec_robustness/lib/python3.10/site-packages/espnet_model_zoo/models--espnet--mls-multi_soundstream_16k/snapshots/74dc5ec297a04ee035e61c66d8821195ec49f462/exp/codec_mls_multi_soundstream4_large_v1.1/config.yaml
+/ocean/projects/cis210027p/swang26/miniconda3/envs/espnet_codec_robustness/lib/python3.10/site-packages/torch/nn/utils/weight_norm.py:28: UserWarning: torch.nn.utils.weight_norm is deprecated in favor of torch.nn.utils.parametrizations.weight_norm.
+  warnings.warn("torch.nn.utils.weight_norm is deprecated in favor of torch.nn.utils.parametrizations.weight_norm.")
+/ocean/projects/cis210027p/swang26/miniconda3/envs/espnet_codec_robustness/lib/python3.10/site-packages/librosa/util/decorators.py:88: UserWarning: Empty filters detected in mel frequency basis. Some channels will produce empty responses. Try increasing your sampling rate (and fmax) or reducing n_mels.
+  return f(*args, **kwargs)
+/ocean/projects/cis210027p/swang26/miniconda3/envs/espnet_codec_robustness/lib/python3.10/site-packages/torch/nn/modules/conv.py:306: UserWarning: Applied workaround for CuDNN issue, install nvrtc.so (Triggered internally at ../aten/src/ATen/native/cudnn/Conv_v8.cpp:84.)
+  return F.conv1d(input, weight, bias, self.stride,
+# Accounting: time=20 threads=1
+# Ended (code 0) at Fri Oct 11 09:46:54 EDT 2024, elapsed time 20 seconds
diff --git a/esc50_train_fold_3/logdir/codec_dump_ESPnet.4.log b/esc50_train_fold_3/logdir/codec_dump_ESPnet.4.log
new file mode 100644
index 0000000000000000000000000000000000000000..aeb72455659ae8ebfc1dd2eaed6365a10ef83e88
--- /dev/null
+++ b/esc50_train_fold_3/logdir/codec_dump_ESPnet.4.log
@@ -0,0 +1,14 @@
+# python3 pyscripts/feats/dump_codec.py --codec_choice ESPnet --codec_fs 16000 --batch_size 5 --bias 0 --dump_audio false --rank 4 --vocab_file dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_train_fold_3/token_lists/codec_token_list --wav_wspecifier ark,scp:dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_train_fold_3/data/wav_resyn_ESPnet.4.ark,dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_train_fold_3/data/wav_resyn_ESPnet.4.scp --checkpoint_path null --config_path null --hf_model_tag espnet/mls-multi_soundstream_16k scp:dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_train_fold_3/logdir/wav.4.scp ark,scp:dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_train_fold_3/data/wav_codec_ESPnet.4.ark,dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_train_fold_3/data/wav_codec_ESPnet.4.scp 
+# Started at Fri Oct 11 09:46:34 EDT 2024
+#
+2024-10-11 09:46:35 | INFO | dump_codec | build with codec_choice: ESPnet
+
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+2024-10-11 09:46:44 | INFO | root | config file: /ocean/projects/cis210027p/swang26/miniconda3/envs/espnet_codec_robustness/lib/python3.10/site-packages/espnet_model_zoo/models--espnet--mls-multi_soundstream_16k/snapshots/74dc5ec297a04ee035e61c66d8821195ec49f462/exp/codec_mls_multi_soundstream4_large_v1.1/config.yaml
+/ocean/projects/cis210027p/swang26/miniconda3/envs/espnet_codec_robustness/lib/python3.10/site-packages/torch/nn/utils/weight_norm.py:28: UserWarning: torch.nn.utils.weight_norm is deprecated in favor of torch.nn.utils.parametrizations.weight_norm.
+  warnings.warn("torch.nn.utils.weight_norm is deprecated in favor of torch.nn.utils.parametrizations.weight_norm.")
+/ocean/projects/cis210027p/swang26/miniconda3/envs/espnet_codec_robustness/lib/python3.10/site-packages/librosa/util/decorators.py:88: UserWarning: Empty filters detected in mel frequency basis. Some channels will produce empty responses. Try increasing your sampling rate (and fmax) or reducing n_mels.
+  return f(*args, **kwargs)
+/ocean/projects/cis210027p/swang26/miniconda3/envs/espnet_codec_robustness/lib/python3.10/site-packages/torch/nn/modules/conv.py:306: UserWarning: Applied workaround for CuDNN issue, install nvrtc.so (Triggered internally at ../aten/src/ATen/native/cudnn/Conv_v8.cpp:84.)
+  return F.conv1d(input, weight, bias, self.stride,
+# Accounting: time=20 threads=1
+# Ended (code 0) at Fri Oct 11 09:46:54 EDT 2024, elapsed time 20 seconds
diff --git a/esc50_train_fold_3/logdir/codec_dump_ESPnet.5.log b/esc50_train_fold_3/logdir/codec_dump_ESPnet.5.log
new file mode 100644
index 0000000000000000000000000000000000000000..64642ab2270071056508b13ea091711ace1e071d
--- /dev/null
+++ b/esc50_train_fold_3/logdir/codec_dump_ESPnet.5.log
@@ -0,0 +1,14 @@
+# python3 pyscripts/feats/dump_codec.py --codec_choice ESPnet --codec_fs 16000 --batch_size 5 --bias 0 --dump_audio false --rank 5 --vocab_file dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_train_fold_3/token_lists/codec_token_list --wav_wspecifier ark,scp:dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_train_fold_3/data/wav_resyn_ESPnet.5.ark,dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_train_fold_3/data/wav_resyn_ESPnet.5.scp --checkpoint_path null --config_path null --hf_model_tag espnet/mls-multi_soundstream_16k scp:dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_train_fold_3/logdir/wav.5.scp ark,scp:dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_train_fold_3/data/wav_codec_ESPnet.5.ark,dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_train_fold_3/data/wav_codec_ESPnet.5.scp 
+# Started at Fri Oct 11 09:46:54 EDT 2024
+#
+2024-10-11 09:46:55 | INFO | dump_codec | build with codec_choice: ESPnet
+
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+2024-10-11 09:47:04 | INFO | root | config file: /ocean/projects/cis210027p/swang26/miniconda3/envs/espnet_codec_robustness/lib/python3.10/site-packages/espnet_model_zoo/models--espnet--mls-multi_soundstream_16k/snapshots/74dc5ec297a04ee035e61c66d8821195ec49f462/exp/codec_mls_multi_soundstream4_large_v1.1/config.yaml
+/ocean/projects/cis210027p/swang26/miniconda3/envs/espnet_codec_robustness/lib/python3.10/site-packages/torch/nn/utils/weight_norm.py:28: UserWarning: torch.nn.utils.weight_norm is deprecated in favor of torch.nn.utils.parametrizations.weight_norm.
+  warnings.warn("torch.nn.utils.weight_norm is deprecated in favor of torch.nn.utils.parametrizations.weight_norm.")
+/ocean/projects/cis210027p/swang26/miniconda3/envs/espnet_codec_robustness/lib/python3.10/site-packages/librosa/util/decorators.py:88: UserWarning: Empty filters detected in mel frequency basis. Some channels will produce empty responses. Try increasing your sampling rate (and fmax) or reducing n_mels.
+  return f(*args, **kwargs)
+/ocean/projects/cis210027p/swang26/miniconda3/envs/espnet_codec_robustness/lib/python3.10/site-packages/torch/nn/modules/conv.py:306: UserWarning: Applied workaround for CuDNN issue, install nvrtc.so (Triggered internally at ../aten/src/ATen/native/cudnn/Conv_v8.cpp:84.)
+  return F.conv1d(input, weight, bias, self.stride,
+# Accounting: time=20 threads=1
+# Ended (code 0) at Fri Oct 11 09:47:14 EDT 2024, elapsed time 20 seconds
diff --git a/esc50_train_fold_3/logdir/codec_dump_ESPnet.6.log b/esc50_train_fold_3/logdir/codec_dump_ESPnet.6.log
new file mode 100644
index 0000000000000000000000000000000000000000..d066c887c8e6e4ebd1f72170d805e0fccbac117f
--- /dev/null
+++ b/esc50_train_fold_3/logdir/codec_dump_ESPnet.6.log
@@ -0,0 +1,14 @@
+# python3 pyscripts/feats/dump_codec.py --codec_choice ESPnet --codec_fs 16000 --batch_size 5 --bias 0 --dump_audio false --rank 6 --vocab_file dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_train_fold_3/token_lists/codec_token_list --wav_wspecifier ark,scp:dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_train_fold_3/data/wav_resyn_ESPnet.6.ark,dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_train_fold_3/data/wav_resyn_ESPnet.6.scp --checkpoint_path null --config_path null --hf_model_tag espnet/mls-multi_soundstream_16k scp:dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_train_fold_3/logdir/wav.6.scp ark,scp:dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_train_fold_3/data/wav_codec_ESPnet.6.ark,dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_train_fold_3/data/wav_codec_ESPnet.6.scp 
+# Started at Fri Oct 11 09:46:54 EDT 2024
+#
+2024-10-11 09:46:55 | INFO | dump_codec | build with codec_choice: ESPnet
+
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+2024-10-11 09:47:04 | INFO | root | config file: /ocean/projects/cis210027p/swang26/miniconda3/envs/espnet_codec_robustness/lib/python3.10/site-packages/espnet_model_zoo/models--espnet--mls-multi_soundstream_16k/snapshots/74dc5ec297a04ee035e61c66d8821195ec49f462/exp/codec_mls_multi_soundstream4_large_v1.1/config.yaml
+/ocean/projects/cis210027p/swang26/miniconda3/envs/espnet_codec_robustness/lib/python3.10/site-packages/torch/nn/utils/weight_norm.py:28: UserWarning: torch.nn.utils.weight_norm is deprecated in favor of torch.nn.utils.parametrizations.weight_norm.
+  warnings.warn("torch.nn.utils.weight_norm is deprecated in favor of torch.nn.utils.parametrizations.weight_norm.")
+/ocean/projects/cis210027p/swang26/miniconda3/envs/espnet_codec_robustness/lib/python3.10/site-packages/librosa/util/decorators.py:88: UserWarning: Empty filters detected in mel frequency basis. Some channels will produce empty responses. Try increasing your sampling rate (and fmax) or reducing n_mels.
+  return f(*args, **kwargs)
+/ocean/projects/cis210027p/swang26/miniconda3/envs/espnet_codec_robustness/lib/python3.10/site-packages/torch/nn/modules/conv.py:306: UserWarning: Applied workaround for CuDNN issue, install nvrtc.so (Triggered internally at ../aten/src/ATen/native/cudnn/Conv_v8.cpp:84.)
+  return F.conv1d(input, weight, bias, self.stride,
+# Accounting: time=20 threads=1
+# Ended (code 0) at Fri Oct 11 09:47:14 EDT 2024, elapsed time 20 seconds
diff --git a/esc50_train_fold_3/logdir/codec_dump_ESPnet.7.log b/esc50_train_fold_3/logdir/codec_dump_ESPnet.7.log
new file mode 100644
index 0000000000000000000000000000000000000000..18e250f0704b6a27a9e597f46020f3eb2ce87a03
--- /dev/null
+++ b/esc50_train_fold_3/logdir/codec_dump_ESPnet.7.log
@@ -0,0 +1,14 @@
+# python3 pyscripts/feats/dump_codec.py --codec_choice ESPnet --codec_fs 16000 --batch_size 5 --bias 0 --dump_audio false --rank 7 --vocab_file dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_train_fold_3/token_lists/codec_token_list --wav_wspecifier ark,scp:dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_train_fold_3/data/wav_resyn_ESPnet.7.ark,dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_train_fold_3/data/wav_resyn_ESPnet.7.scp --checkpoint_path null --config_path null --hf_model_tag espnet/mls-multi_soundstream_16k scp:dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_train_fold_3/logdir/wav.7.scp ark,scp:dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_train_fold_3/data/wav_codec_ESPnet.7.ark,dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_train_fold_3/data/wav_codec_ESPnet.7.scp 
+# Started at Fri Oct 11 09:46:54 EDT 2024
+#
+2024-10-11 09:46:55 | INFO | dump_codec | build with codec_choice: ESPnet
+
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+2024-10-11 09:47:04 | INFO | root | config file: /ocean/projects/cis210027p/swang26/miniconda3/envs/espnet_codec_robustness/lib/python3.10/site-packages/espnet_model_zoo/models--espnet--mls-multi_soundstream_16k/snapshots/74dc5ec297a04ee035e61c66d8821195ec49f462/exp/codec_mls_multi_soundstream4_large_v1.1/config.yaml
+/ocean/projects/cis210027p/swang26/miniconda3/envs/espnet_codec_robustness/lib/python3.10/site-packages/torch/nn/utils/weight_norm.py:28: UserWarning: torch.nn.utils.weight_norm is deprecated in favor of torch.nn.utils.parametrizations.weight_norm.
+  warnings.warn("torch.nn.utils.weight_norm is deprecated in favor of torch.nn.utils.parametrizations.weight_norm.")
+/ocean/projects/cis210027p/swang26/miniconda3/envs/espnet_codec_robustness/lib/python3.10/site-packages/librosa/util/decorators.py:88: UserWarning: Empty filters detected in mel frequency basis. Some channels will produce empty responses. Try increasing your sampling rate (and fmax) or reducing n_mels.
+  return f(*args, **kwargs)
+/ocean/projects/cis210027p/swang26/miniconda3/envs/espnet_codec_robustness/lib/python3.10/site-packages/torch/nn/modules/conv.py:306: UserWarning: Applied workaround for CuDNN issue, install nvrtc.so (Triggered internally at ../aten/src/ATen/native/cudnn/Conv_v8.cpp:84.)
+  return F.conv1d(input, weight, bias, self.stride,
+# Accounting: time=20 threads=1
+# Ended (code 0) at Fri Oct 11 09:47:14 EDT 2024, elapsed time 20 seconds
diff --git a/esc50_train_fold_3/logdir/codec_dump_ESPnet.8.log b/esc50_train_fold_3/logdir/codec_dump_ESPnet.8.log
new file mode 100644
index 0000000000000000000000000000000000000000..e19e1100f1af0feb938dc22b829f0f55bcc8ef4f
--- /dev/null
+++ b/esc50_train_fold_3/logdir/codec_dump_ESPnet.8.log
@@ -0,0 +1,14 @@
+# python3 pyscripts/feats/dump_codec.py --codec_choice ESPnet --codec_fs 16000 --batch_size 5 --bias 0 --dump_audio false --rank 8 --vocab_file dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_train_fold_3/token_lists/codec_token_list --wav_wspecifier ark,scp:dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_train_fold_3/data/wav_resyn_ESPnet.8.ark,dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_train_fold_3/data/wav_resyn_ESPnet.8.scp --checkpoint_path null --config_path null --hf_model_tag espnet/mls-multi_soundstream_16k scp:dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_train_fold_3/logdir/wav.8.scp ark,scp:dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_train_fold_3/data/wav_codec_ESPnet.8.ark,dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_train_fold_3/data/wav_codec_ESPnet.8.scp 
+# Started at Fri Oct 11 09:46:54 EDT 2024
+#
+2024-10-11 09:46:55 | INFO | dump_codec | build with codec_choice: ESPnet
+
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+2024-10-11 09:47:04 | INFO | root | config file: /ocean/projects/cis210027p/swang26/miniconda3/envs/espnet_codec_robustness/lib/python3.10/site-packages/espnet_model_zoo/models--espnet--mls-multi_soundstream_16k/snapshots/74dc5ec297a04ee035e61c66d8821195ec49f462/exp/codec_mls_multi_soundstream4_large_v1.1/config.yaml
+/ocean/projects/cis210027p/swang26/miniconda3/envs/espnet_codec_robustness/lib/python3.10/site-packages/torch/nn/utils/weight_norm.py:28: UserWarning: torch.nn.utils.weight_norm is deprecated in favor of torch.nn.utils.parametrizations.weight_norm.
+  warnings.warn("torch.nn.utils.weight_norm is deprecated in favor of torch.nn.utils.parametrizations.weight_norm.")
+/ocean/projects/cis210027p/swang26/miniconda3/envs/espnet_codec_robustness/lib/python3.10/site-packages/librosa/util/decorators.py:88: UserWarning: Empty filters detected in mel frequency basis. Some channels will produce empty responses. Try increasing your sampling rate (and fmax) or reducing n_mels.
+  return f(*args, **kwargs)
+/ocean/projects/cis210027p/swang26/miniconda3/envs/espnet_codec_robustness/lib/python3.10/site-packages/torch/nn/modules/conv.py:306: UserWarning: Applied workaround for CuDNN issue, install nvrtc.so (Triggered internally at ../aten/src/ATen/native/cudnn/Conv_v8.cpp:84.)
+  return F.conv1d(input, weight, bias, self.stride,
+# Accounting: time=20 threads=1
+# Ended (code 0) at Fri Oct 11 09:47:14 EDT 2024, elapsed time 20 seconds
diff --git a/esc50_train_fold_3/logdir/wav.1.scp b/esc50_train_fold_3/logdir/wav.1.scp
new file mode 100644
index 0000000000000000000000000000000000000000..bbddb8e37b05a9c57302acbd92772e3121f18ae9
--- /dev/null
+++ b/esc50_train_fold_3/logdir/wav.1.scp
@@ -0,0 +1,180 @@
+1-100032-A-0 dump_16000/audio_raw_tts_esc/org/esc50_train_fold_3/data/format.1/data_wav.ark:13
+1-100038-A-14 dump_16000/audio_raw_tts_esc/org/esc50_train_fold_3/data/format.1/data_wav.ark:7980
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+1-100210-B-36 dump_16000/audio_raw_tts_esc/org/esc50_train_fold_3/data/format.1/data_wav.ark:264649
+1-101296-A-19 dump_16000/audio_raw_tts_esc/org/esc50_train_fold_3/data/format.1/data_wav.ark:403724
+1-101296-B-19 dump_16000/audio_raw_tts_esc/org/esc50_train_fold_3/data/format.1/data_wav.ark:473410
+1-101336-A-30 dump_16000/audio_raw_tts_esc/org/esc50_train_fold_3/data/format.1/data_wav.ark:545522
+1-101404-A-34 dump_16000/audio_raw_tts_esc/org/esc50_train_fold_3/data/format.1/data_wav.ark:590497
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diff --git a/esc50_train_fold_3/token_lists/codec_token_list b/esc50_train_fold_3/token_lists/codec_token_list
new file mode 100644
index 0000000000000000000000000000000000000000..3d5876836443e4f7353e8f81ecefb829f3745b0c
--- /dev/null
+++ b/esc50_train_fold_3/token_lists/codec_token_list
@@ -0,0 +1,8192 @@
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diff --git a/esc50_train_fold_3/utt2spk b/esc50_train_fold_3/utt2spk
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diff --git a/esc50_train_fold_3/wav.scp b/esc50_train_fold_3/wav.scp
new file mode 100644
index 0000000000000000000000000000000000000000..1e294aa4fa2691af695215c937f7fc67b2c038ee
--- /dev/null
+++ b/esc50_train_fold_3/wav.scp
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diff --git a/esc50_train_fold_4/data.json b/esc50_train_fold_4/data.json
new file mode 100644
index 0000000000000000000000000000000000000000..c895fac6bc0b6b4777ec03405546e4174c4b0e63
--- /dev/null
+++ b/esc50_train_fold_4/data.json
@@ -0,0 +1,1455 @@
+{
+    "task": "tts",
+    "vocabularies": [
+        "dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_train_fold_4/token_lists/g2p_token_list",
+        "dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_train_fold_4/token_lists/codec_token_list"
+    ],
+    "data_files": [
+        "dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_train_fold_4/index_files/text,g2p,text",
+        "dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_train_fold_4/index_files/utt2spk,spk,text",
+        "dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_train_fold_4/index_files/wav.scp,codec,kaldi_ark"
+    ],
+    "num_examples": 1440,
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+}
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diff --git a/esc50_train_fold_4/data/wav_codec_ESPnet.1.scp b/esc50_train_fold_4/data/wav_codec_ESPnet.1.scp
new file mode 100644
index 0000000000000000000000000000000000000000..f2359e88e55cec4d340a37c561e5de33f917f593
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new file mode 100644
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diff --git a/esc50_train_fold_4/index_files/wav.scp b/esc50_train_fold_4/index_files/wav.scp
new file mode 100644
index 0000000000000000000000000000000000000000..04d61e8199866a13748b75c93efc095a57b2461d
--- /dev/null
+++ b/esc50_train_fold_4/index_files/wav.scp
@@ -0,0 +1,1440 @@
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+5-242492-A-3 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_train_fold_4/data/wav_codec_ESPnet.8.ark:982056
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+5-243773-B-44 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_train_fold_4/data/wav_codec_ESPnet.8.ark:1092286
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+5-244178-A-32 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_train_fold_4/data/wav_codec_ESPnet.8.ark:1112328
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+5-244315-B-6 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_train_fold_4/data/wav_codec_ESPnet.8.ark:1142389
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+5-244459-A-28 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_train_fold_4/data/wav_codec_ESPnet.8.ark:1172451
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+5-244651-A-31 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_train_fold_4/data/wav_codec_ESPnet.8.ark:1192493
+5-244933-A-34 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_train_fold_4/data/wav_codec_ESPnet.8.ark:1202514
+5-248341-A-6 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_train_fold_4/data/wav_codec_ESPnet.8.ark:1212534
+5-248341-B-6 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_train_fold_4/data/wav_codec_ESPnet.8.ark:1222554
+5-248341-C-6 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_train_fold_4/data/wav_codec_ESPnet.8.ark:1232574
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+5-249937-A-22 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_train_fold_4/data/wav_codec_ESPnet.8.ark:1252616
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+5-251426-B-30 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_train_fold_4/data/wav_codec_ESPnet.8.ark:1312742
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+5-251957-A-47 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_train_fold_4/data/wav_codec_ESPnet.8.ark:1332784
+5-251962-A-47 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_train_fold_4/data/wav_codec_ESPnet.8.ark:1342805
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+5-251971-A-47 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_train_fold_4/data/wav_codec_ESPnet.8.ark:1362847
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+5-253101-B-49 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_train_fold_4/data/wav_codec_ESPnet.8.ark:1443013
+5-253101-C-49 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_train_fold_4/data/wav_codec_ESPnet.8.ark:1453034
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+5-260011-A-34 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_train_fold_4/data/wav_codec_ESPnet.8.ark:1583305
+5-260432-A-39 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_train_fold_4/data/wav_codec_ESPnet.8.ark:1593326
+5-260433-A-39 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_train_fold_4/data/wav_codec_ESPnet.8.ark:1603347
+5-260434-A-39 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_train_fold_4/data/wav_codec_ESPnet.8.ark:1613368
+5-260875-A-35 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_train_fold_4/data/wav_codec_ESPnet.8.ark:1623389
+5-261325-A-9 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_train_fold_4/data/wav_codec_ESPnet.8.ark:1633409
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+5-261464-A-23 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_train_fold_4/data/wav_codec_ESPnet.8.ark:1663472
+5-262641-A-15 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_train_fold_4/data/wav_codec_ESPnet.8.ark:1673493
+5-262957-A-22 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_train_fold_4/data/wav_codec_ESPnet.8.ark:1683514
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+5-263501-A-25 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_train_fold_4/data/wav_codec_ESPnet.8.ark:1713577
+5-263775-A-26 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_train_fold_4/data/wav_codec_ESPnet.8.ark:1723598
+5-263775-B-26 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_train_fold_4/data/wav_codec_ESPnet.8.ark:1733619
+5-263831-A-6 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_train_fold_4/data/wav_codec_ESPnet.8.ark:1743639
+5-263831-B-6 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_train_fold_4/data/wav_codec_ESPnet.8.ark:1753659
+5-263902-A-36 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_train_fold_4/data/wav_codec_ESPnet.8.ark:1763680
+5-51149-A-25 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_train_fold_4/data/wav_codec_ESPnet.8.ark:1773700
+5-61635-A-8 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_train_fold_4/data/wav_codec_ESPnet.8.ark:1783719
+5-9032-A-0 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_train_fold_4/data/wav_codec_ESPnet.8.ark:1793737
diff --git a/esc50_train_fold_4/logdir/codec_dump_ESPnet.1.log b/esc50_train_fold_4/logdir/codec_dump_ESPnet.1.log
new file mode 100644
index 0000000000000000000000000000000000000000..d3952095a1221b10a6f81747cbc493e2406ea973
--- /dev/null
+++ b/esc50_train_fold_4/logdir/codec_dump_ESPnet.1.log
@@ -0,0 +1,14 @@
+# python3 pyscripts/feats/dump_codec.py --codec_choice ESPnet --codec_fs 16000 --batch_size 5 --bias 0 --dump_audio false --rank 1 --vocab_file dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_train_fold_4/token_lists/codec_token_list --wav_wspecifier ark,scp:dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_train_fold_4/data/wav_resyn_ESPnet.1.ark,dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_train_fold_4/data/wav_resyn_ESPnet.1.scp --checkpoint_path null --config_path null --hf_model_tag espnet/mls-multi_soundstream_16k scp:dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_train_fold_4/logdir/wav.1.scp ark,scp:dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_train_fold_4/data/wav_codec_ESPnet.1.ark,dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_train_fold_4/data/wav_codec_ESPnet.1.scp 
+# Started at Fri Oct 11 09:48:25 EDT 2024
+#
+2024-10-11 09:48:27 | INFO | dump_codec | build with codec_choice: ESPnet
+
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+2024-10-11 09:48:36 | INFO | root | config file: /ocean/projects/cis210027p/swang26/miniconda3/envs/espnet_codec_robustness/lib/python3.10/site-packages/espnet_model_zoo/models--espnet--mls-multi_soundstream_16k/snapshots/74dc5ec297a04ee035e61c66d8821195ec49f462/exp/codec_mls_multi_soundstream4_large_v1.1/config.yaml
+/ocean/projects/cis210027p/swang26/miniconda3/envs/espnet_codec_robustness/lib/python3.10/site-packages/torch/nn/utils/weight_norm.py:28: UserWarning: torch.nn.utils.weight_norm is deprecated in favor of torch.nn.utils.parametrizations.weight_norm.
+  warnings.warn("torch.nn.utils.weight_norm is deprecated in favor of torch.nn.utils.parametrizations.weight_norm.")
+/ocean/projects/cis210027p/swang26/miniconda3/envs/espnet_codec_robustness/lib/python3.10/site-packages/librosa/util/decorators.py:88: UserWarning: Empty filters detected in mel frequency basis. Some channels will produce empty responses. Try increasing your sampling rate (and fmax) or reducing n_mels.
+  return f(*args, **kwargs)
+/ocean/projects/cis210027p/swang26/miniconda3/envs/espnet_codec_robustness/lib/python3.10/site-packages/torch/nn/modules/conv.py:306: UserWarning: Applied workaround for CuDNN issue, install nvrtc.so (Triggered internally at ../aten/src/ATen/native/cudnn/Conv_v8.cpp:84.)
+  return F.conv1d(input, weight, bias, self.stride,
+# Accounting: time=20 threads=1
+# Ended (code 0) at Fri Oct 11 09:48:45 EDT 2024, elapsed time 20 seconds
diff --git a/esc50_train_fold_4/logdir/codec_dump_ESPnet.2.log b/esc50_train_fold_4/logdir/codec_dump_ESPnet.2.log
new file mode 100644
index 0000000000000000000000000000000000000000..009d5b209f28c5944c2693340424a01112b4f4dc
--- /dev/null
+++ b/esc50_train_fold_4/logdir/codec_dump_ESPnet.2.log
@@ -0,0 +1,14 @@
+# python3 pyscripts/feats/dump_codec.py --codec_choice ESPnet --codec_fs 16000 --batch_size 5 --bias 0 --dump_audio false --rank 2 --vocab_file dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_train_fold_4/token_lists/codec_token_list --wav_wspecifier ark,scp:dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_train_fold_4/data/wav_resyn_ESPnet.2.ark,dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_train_fold_4/data/wav_resyn_ESPnet.2.scp --checkpoint_path null --config_path null --hf_model_tag espnet/mls-multi_soundstream_16k scp:dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_train_fold_4/logdir/wav.2.scp ark,scp:dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_train_fold_4/data/wav_codec_ESPnet.2.ark,dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_train_fold_4/data/wav_codec_ESPnet.2.scp 
+# Started at Fri Oct 11 09:48:25 EDT 2024
+#
+2024-10-11 09:48:27 | INFO | dump_codec | build with codec_choice: ESPnet
+
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+2024-10-11 09:48:36 | INFO | root | config file: /ocean/projects/cis210027p/swang26/miniconda3/envs/espnet_codec_robustness/lib/python3.10/site-packages/espnet_model_zoo/models--espnet--mls-multi_soundstream_16k/snapshots/74dc5ec297a04ee035e61c66d8821195ec49f462/exp/codec_mls_multi_soundstream4_large_v1.1/config.yaml
+/ocean/projects/cis210027p/swang26/miniconda3/envs/espnet_codec_robustness/lib/python3.10/site-packages/torch/nn/utils/weight_norm.py:28: UserWarning: torch.nn.utils.weight_norm is deprecated in favor of torch.nn.utils.parametrizations.weight_norm.
+  warnings.warn("torch.nn.utils.weight_norm is deprecated in favor of torch.nn.utils.parametrizations.weight_norm.")
+/ocean/projects/cis210027p/swang26/miniconda3/envs/espnet_codec_robustness/lib/python3.10/site-packages/librosa/util/decorators.py:88: UserWarning: Empty filters detected in mel frequency basis. Some channels will produce empty responses. Try increasing your sampling rate (and fmax) or reducing n_mels.
+  return f(*args, **kwargs)
+/ocean/projects/cis210027p/swang26/miniconda3/envs/espnet_codec_robustness/lib/python3.10/site-packages/torch/nn/modules/conv.py:306: UserWarning: Applied workaround for CuDNN issue, install nvrtc.so (Triggered internally at ../aten/src/ATen/native/cudnn/Conv_v8.cpp:84.)
+  return F.conv1d(input, weight, bias, self.stride,
+# Accounting: time=20 threads=1
+# Ended (code 0) at Fri Oct 11 09:48:45 EDT 2024, elapsed time 20 seconds
diff --git a/esc50_train_fold_4/logdir/codec_dump_ESPnet.3.log b/esc50_train_fold_4/logdir/codec_dump_ESPnet.3.log
new file mode 100644
index 0000000000000000000000000000000000000000..2043839e6416cb231f2d14c7553e6cd63b985a38
--- /dev/null
+++ b/esc50_train_fold_4/logdir/codec_dump_ESPnet.3.log
@@ -0,0 +1,14 @@
+# python3 pyscripts/feats/dump_codec.py --codec_choice ESPnet --codec_fs 16000 --batch_size 5 --bias 0 --dump_audio false --rank 3 --vocab_file dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_train_fold_4/token_lists/codec_token_list --wav_wspecifier ark,scp:dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_train_fold_4/data/wav_resyn_ESPnet.3.ark,dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_train_fold_4/data/wav_resyn_ESPnet.3.scp --checkpoint_path null --config_path null --hf_model_tag espnet/mls-multi_soundstream_16k scp:dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_train_fold_4/logdir/wav.3.scp ark,scp:dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_train_fold_4/data/wav_codec_ESPnet.3.ark,dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_train_fold_4/data/wav_codec_ESPnet.3.scp 
+# Started at Fri Oct 11 09:48:25 EDT 2024
+#
+2024-10-11 09:48:27 | INFO | dump_codec | build with codec_choice: ESPnet
+
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+2024-10-11 09:48:36 | INFO | root | config file: /ocean/projects/cis210027p/swang26/miniconda3/envs/espnet_codec_robustness/lib/python3.10/site-packages/espnet_model_zoo/models--espnet--mls-multi_soundstream_16k/snapshots/74dc5ec297a04ee035e61c66d8821195ec49f462/exp/codec_mls_multi_soundstream4_large_v1.1/config.yaml
+/ocean/projects/cis210027p/swang26/miniconda3/envs/espnet_codec_robustness/lib/python3.10/site-packages/torch/nn/utils/weight_norm.py:28: UserWarning: torch.nn.utils.weight_norm is deprecated in favor of torch.nn.utils.parametrizations.weight_norm.
+  warnings.warn("torch.nn.utils.weight_norm is deprecated in favor of torch.nn.utils.parametrizations.weight_norm.")
+/ocean/projects/cis210027p/swang26/miniconda3/envs/espnet_codec_robustness/lib/python3.10/site-packages/librosa/util/decorators.py:88: UserWarning: Empty filters detected in mel frequency basis. Some channels will produce empty responses. Try increasing your sampling rate (and fmax) or reducing n_mels.
+  return f(*args, **kwargs)
+/ocean/projects/cis210027p/swang26/miniconda3/envs/espnet_codec_robustness/lib/python3.10/site-packages/torch/nn/modules/conv.py:306: UserWarning: Applied workaround for CuDNN issue, install nvrtc.so (Triggered internally at ../aten/src/ATen/native/cudnn/Conv_v8.cpp:84.)
+  return F.conv1d(input, weight, bias, self.stride,
+# Accounting: time=20 threads=1
+# Ended (code 0) at Fri Oct 11 09:48:45 EDT 2024, elapsed time 20 seconds
diff --git a/esc50_train_fold_4/logdir/codec_dump_ESPnet.4.log b/esc50_train_fold_4/logdir/codec_dump_ESPnet.4.log
new file mode 100644
index 0000000000000000000000000000000000000000..c831c654aa7fd46f06444d5cd2be2b01332a8fe8
--- /dev/null
+++ b/esc50_train_fold_4/logdir/codec_dump_ESPnet.4.log
@@ -0,0 +1,14 @@
+# python3 pyscripts/feats/dump_codec.py --codec_choice ESPnet --codec_fs 16000 --batch_size 5 --bias 0 --dump_audio false --rank 4 --vocab_file dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_train_fold_4/token_lists/codec_token_list --wav_wspecifier ark,scp:dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_train_fold_4/data/wav_resyn_ESPnet.4.ark,dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_train_fold_4/data/wav_resyn_ESPnet.4.scp --checkpoint_path null --config_path null --hf_model_tag espnet/mls-multi_soundstream_16k scp:dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_train_fold_4/logdir/wav.4.scp ark,scp:dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_train_fold_4/data/wav_codec_ESPnet.4.ark,dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_train_fold_4/data/wav_codec_ESPnet.4.scp 
+# Started at Fri Oct 11 09:48:25 EDT 2024
+#
+2024-10-11 09:48:27 | INFO | dump_codec | build with codec_choice: ESPnet
+
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+2024-10-11 09:48:36 | INFO | root | config file: /ocean/projects/cis210027p/swang26/miniconda3/envs/espnet_codec_robustness/lib/python3.10/site-packages/espnet_model_zoo/models--espnet--mls-multi_soundstream_16k/snapshots/74dc5ec297a04ee035e61c66d8821195ec49f462/exp/codec_mls_multi_soundstream4_large_v1.1/config.yaml
+/ocean/projects/cis210027p/swang26/miniconda3/envs/espnet_codec_robustness/lib/python3.10/site-packages/torch/nn/utils/weight_norm.py:28: UserWarning: torch.nn.utils.weight_norm is deprecated in favor of torch.nn.utils.parametrizations.weight_norm.
+  warnings.warn("torch.nn.utils.weight_norm is deprecated in favor of torch.nn.utils.parametrizations.weight_norm.")
+/ocean/projects/cis210027p/swang26/miniconda3/envs/espnet_codec_robustness/lib/python3.10/site-packages/librosa/util/decorators.py:88: UserWarning: Empty filters detected in mel frequency basis. Some channels will produce empty responses. Try increasing your sampling rate (and fmax) or reducing n_mels.
+  return f(*args, **kwargs)
+/ocean/projects/cis210027p/swang26/miniconda3/envs/espnet_codec_robustness/lib/python3.10/site-packages/torch/nn/modules/conv.py:306: UserWarning: Applied workaround for CuDNN issue, install nvrtc.so (Triggered internally at ../aten/src/ATen/native/cudnn/Conv_v8.cpp:84.)
+  return F.conv1d(input, weight, bias, self.stride,
+# Accounting: time=20 threads=1
+# Ended (code 0) at Fri Oct 11 09:48:45 EDT 2024, elapsed time 20 seconds
diff --git a/esc50_train_fold_4/logdir/codec_dump_ESPnet.5.log b/esc50_train_fold_4/logdir/codec_dump_ESPnet.5.log
new file mode 100644
index 0000000000000000000000000000000000000000..d558469fe9a1658b93ebe0b0469cbb4ee1f36a68
--- /dev/null
+++ b/esc50_train_fold_4/logdir/codec_dump_ESPnet.5.log
@@ -0,0 +1,14 @@
+# python3 pyscripts/feats/dump_codec.py --codec_choice ESPnet --codec_fs 16000 --batch_size 5 --bias 0 --dump_audio false --rank 5 --vocab_file dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_train_fold_4/token_lists/codec_token_list --wav_wspecifier ark,scp:dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_train_fold_4/data/wav_resyn_ESPnet.5.ark,dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_train_fold_4/data/wav_resyn_ESPnet.5.scp --checkpoint_path null --config_path null --hf_model_tag espnet/mls-multi_soundstream_16k scp:dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_train_fold_4/logdir/wav.5.scp ark,scp:dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_train_fold_4/data/wav_codec_ESPnet.5.ark,dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_train_fold_4/data/wav_codec_ESPnet.5.scp 
+# Started at Fri Oct 11 09:48:45 EDT 2024
+#
+2024-10-11 09:48:47 | INFO | dump_codec | build with codec_choice: ESPnet
+
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+2024-10-11 09:48:55 | INFO | root | config file: /ocean/projects/cis210027p/swang26/miniconda3/envs/espnet_codec_robustness/lib/python3.10/site-packages/espnet_model_zoo/models--espnet--mls-multi_soundstream_16k/snapshots/74dc5ec297a04ee035e61c66d8821195ec49f462/exp/codec_mls_multi_soundstream4_large_v1.1/config.yaml
+/ocean/projects/cis210027p/swang26/miniconda3/envs/espnet_codec_robustness/lib/python3.10/site-packages/torch/nn/utils/weight_norm.py:28: UserWarning: torch.nn.utils.weight_norm is deprecated in favor of torch.nn.utils.parametrizations.weight_norm.
+  warnings.warn("torch.nn.utils.weight_norm is deprecated in favor of torch.nn.utils.parametrizations.weight_norm.")
+/ocean/projects/cis210027p/swang26/miniconda3/envs/espnet_codec_robustness/lib/python3.10/site-packages/librosa/util/decorators.py:88: UserWarning: Empty filters detected in mel frequency basis. Some channels will produce empty responses. Try increasing your sampling rate (and fmax) or reducing n_mels.
+  return f(*args, **kwargs)
+/ocean/projects/cis210027p/swang26/miniconda3/envs/espnet_codec_robustness/lib/python3.10/site-packages/torch/nn/modules/conv.py:306: UserWarning: Applied workaround for CuDNN issue, install nvrtc.so (Triggered internally at ../aten/src/ATen/native/cudnn/Conv_v8.cpp:84.)
+  return F.conv1d(input, weight, bias, self.stride,
+# Accounting: time=20 threads=1
+# Ended (code 0) at Fri Oct 11 09:49:05 EDT 2024, elapsed time 20 seconds
diff --git a/esc50_train_fold_4/logdir/codec_dump_ESPnet.6.log b/esc50_train_fold_4/logdir/codec_dump_ESPnet.6.log
new file mode 100644
index 0000000000000000000000000000000000000000..0ac745865d39a1a8ad67833cf27f3be26cb4c991
--- /dev/null
+++ b/esc50_train_fold_4/logdir/codec_dump_ESPnet.6.log
@@ -0,0 +1,14 @@
+# python3 pyscripts/feats/dump_codec.py --codec_choice ESPnet --codec_fs 16000 --batch_size 5 --bias 0 --dump_audio false --rank 6 --vocab_file dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_train_fold_4/token_lists/codec_token_list --wav_wspecifier ark,scp:dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_train_fold_4/data/wav_resyn_ESPnet.6.ark,dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_train_fold_4/data/wav_resyn_ESPnet.6.scp --checkpoint_path null --config_path null --hf_model_tag espnet/mls-multi_soundstream_16k scp:dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_train_fold_4/logdir/wav.6.scp ark,scp:dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_train_fold_4/data/wav_codec_ESPnet.6.ark,dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_train_fold_4/data/wav_codec_ESPnet.6.scp 
+# Started at Fri Oct 11 09:48:45 EDT 2024
+#
+2024-10-11 09:48:47 | INFO | dump_codec | build with codec_choice: ESPnet
+
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+2024-10-11 09:48:55 | INFO | root | config file: /ocean/projects/cis210027p/swang26/miniconda3/envs/espnet_codec_robustness/lib/python3.10/site-packages/espnet_model_zoo/models--espnet--mls-multi_soundstream_16k/snapshots/74dc5ec297a04ee035e61c66d8821195ec49f462/exp/codec_mls_multi_soundstream4_large_v1.1/config.yaml
+/ocean/projects/cis210027p/swang26/miniconda3/envs/espnet_codec_robustness/lib/python3.10/site-packages/torch/nn/utils/weight_norm.py:28: UserWarning: torch.nn.utils.weight_norm is deprecated in favor of torch.nn.utils.parametrizations.weight_norm.
+  warnings.warn("torch.nn.utils.weight_norm is deprecated in favor of torch.nn.utils.parametrizations.weight_norm.")
+/ocean/projects/cis210027p/swang26/miniconda3/envs/espnet_codec_robustness/lib/python3.10/site-packages/librosa/util/decorators.py:88: UserWarning: Empty filters detected in mel frequency basis. Some channels will produce empty responses. Try increasing your sampling rate (and fmax) or reducing n_mels.
+  return f(*args, **kwargs)
+/ocean/projects/cis210027p/swang26/miniconda3/envs/espnet_codec_robustness/lib/python3.10/site-packages/torch/nn/modules/conv.py:306: UserWarning: Applied workaround for CuDNN issue, install nvrtc.so (Triggered internally at ../aten/src/ATen/native/cudnn/Conv_v8.cpp:84.)
+  return F.conv1d(input, weight, bias, self.stride,
+# Accounting: time=20 threads=1
+# Ended (code 0) at Fri Oct 11 09:49:05 EDT 2024, elapsed time 20 seconds
diff --git a/esc50_train_fold_4/logdir/codec_dump_ESPnet.7.log b/esc50_train_fold_4/logdir/codec_dump_ESPnet.7.log
new file mode 100644
index 0000000000000000000000000000000000000000..b5c6e74ec99fd01dff66fc108fd4ca19bfc7f9c9
--- /dev/null
+++ b/esc50_train_fold_4/logdir/codec_dump_ESPnet.7.log
@@ -0,0 +1,14 @@
+# python3 pyscripts/feats/dump_codec.py --codec_choice ESPnet --codec_fs 16000 --batch_size 5 --bias 0 --dump_audio false --rank 7 --vocab_file dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_train_fold_4/token_lists/codec_token_list --wav_wspecifier ark,scp:dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_train_fold_4/data/wav_resyn_ESPnet.7.ark,dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_train_fold_4/data/wav_resyn_ESPnet.7.scp --checkpoint_path null --config_path null --hf_model_tag espnet/mls-multi_soundstream_16k scp:dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_train_fold_4/logdir/wav.7.scp ark,scp:dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_train_fold_4/data/wav_codec_ESPnet.7.ark,dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_train_fold_4/data/wav_codec_ESPnet.7.scp 
+# Started at Fri Oct 11 09:48:45 EDT 2024
+#
+2024-10-11 09:48:47 | INFO | dump_codec | build with codec_choice: ESPnet
+
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+2024-10-11 09:48:55 | INFO | root | config file: /ocean/projects/cis210027p/swang26/miniconda3/envs/espnet_codec_robustness/lib/python3.10/site-packages/espnet_model_zoo/models--espnet--mls-multi_soundstream_16k/snapshots/74dc5ec297a04ee035e61c66d8821195ec49f462/exp/codec_mls_multi_soundstream4_large_v1.1/config.yaml
+/ocean/projects/cis210027p/swang26/miniconda3/envs/espnet_codec_robustness/lib/python3.10/site-packages/torch/nn/utils/weight_norm.py:28: UserWarning: torch.nn.utils.weight_norm is deprecated in favor of torch.nn.utils.parametrizations.weight_norm.
+  warnings.warn("torch.nn.utils.weight_norm is deprecated in favor of torch.nn.utils.parametrizations.weight_norm.")
+/ocean/projects/cis210027p/swang26/miniconda3/envs/espnet_codec_robustness/lib/python3.10/site-packages/librosa/util/decorators.py:88: UserWarning: Empty filters detected in mel frequency basis. Some channels will produce empty responses. Try increasing your sampling rate (and fmax) or reducing n_mels.
+  return f(*args, **kwargs)
+/ocean/projects/cis210027p/swang26/miniconda3/envs/espnet_codec_robustness/lib/python3.10/site-packages/torch/nn/modules/conv.py:306: UserWarning: Applied workaround for CuDNN issue, install nvrtc.so (Triggered internally at ../aten/src/ATen/native/cudnn/Conv_v8.cpp:84.)
+  return F.conv1d(input, weight, bias, self.stride,
+# Accounting: time=20 threads=1
+# Ended (code 0) at Fri Oct 11 09:49:05 EDT 2024, elapsed time 20 seconds
diff --git a/esc50_train_fold_4/logdir/codec_dump_ESPnet.8.log b/esc50_train_fold_4/logdir/codec_dump_ESPnet.8.log
new file mode 100644
index 0000000000000000000000000000000000000000..f8001c8a1ffb202b3d72aeacdf01140911c9ee8f
--- /dev/null
+++ b/esc50_train_fold_4/logdir/codec_dump_ESPnet.8.log
@@ -0,0 +1,14 @@
+# python3 pyscripts/feats/dump_codec.py --codec_choice ESPnet --codec_fs 16000 --batch_size 5 --bias 0 --dump_audio false --rank 8 --vocab_file dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_train_fold_4/token_lists/codec_token_list --wav_wspecifier ark,scp:dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_train_fold_4/data/wav_resyn_ESPnet.8.ark,dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_train_fold_4/data/wav_resyn_ESPnet.8.scp --checkpoint_path null --config_path null --hf_model_tag espnet/mls-multi_soundstream_16k scp:dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_train_fold_4/logdir/wav.8.scp ark,scp:dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_train_fold_4/data/wav_codec_ESPnet.8.ark,dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_train_fold_4/data/wav_codec_ESPnet.8.scp 
+# Started at Fri Oct 11 09:48:45 EDT 2024
+#
+2024-10-11 09:48:47 | INFO | dump_codec | build with codec_choice: ESPnet
+
Fetching 30 files:   0%|          | 0/30 [00:00<?, ?it/s]
Fetching 30 files: 100%|██████████| 30/30 [00:00<00:00, 6297.44it/s]
+2024-10-11 09:48:55 | INFO | root | config file: /ocean/projects/cis210027p/swang26/miniconda3/envs/espnet_codec_robustness/lib/python3.10/site-packages/espnet_model_zoo/models--espnet--mls-multi_soundstream_16k/snapshots/74dc5ec297a04ee035e61c66d8821195ec49f462/exp/codec_mls_multi_soundstream4_large_v1.1/config.yaml
+/ocean/projects/cis210027p/swang26/miniconda3/envs/espnet_codec_robustness/lib/python3.10/site-packages/torch/nn/utils/weight_norm.py:28: UserWarning: torch.nn.utils.weight_norm is deprecated in favor of torch.nn.utils.parametrizations.weight_norm.
+  warnings.warn("torch.nn.utils.weight_norm is deprecated in favor of torch.nn.utils.parametrizations.weight_norm.")
+/ocean/projects/cis210027p/swang26/miniconda3/envs/espnet_codec_robustness/lib/python3.10/site-packages/librosa/util/decorators.py:88: UserWarning: Empty filters detected in mel frequency basis. Some channels will produce empty responses. Try increasing your sampling rate (and fmax) or reducing n_mels.
+  return f(*args, **kwargs)
+/ocean/projects/cis210027p/swang26/miniconda3/envs/espnet_codec_robustness/lib/python3.10/site-packages/torch/nn/modules/conv.py:306: UserWarning: Applied workaround for CuDNN issue, install nvrtc.so (Triggered internally at ../aten/src/ATen/native/cudnn/Conv_v8.cpp:84.)
+  return F.conv1d(input, weight, bias, self.stride,
+# Accounting: time=20 threads=1
+# Ended (code 0) at Fri Oct 11 09:49:05 EDT 2024, elapsed time 20 seconds
diff --git a/esc50_train_fold_4/logdir/wav.1.scp b/esc50_train_fold_4/logdir/wav.1.scp
new file mode 100644
index 0000000000000000000000000000000000000000..1cf1fd2cbe9790b0ec4f07aeac696f28fe13fa6e
--- /dev/null
+++ b/esc50_train_fold_4/logdir/wav.1.scp
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diff --git a/esc50_train_fold_4/token_lists/codec_token_list b/esc50_train_fold_4/token_lists/codec_token_list
new file mode 100644
index 0000000000000000000000000000000000000000..3d5876836443e4f7353e8f81ecefb829f3745b0c
--- /dev/null
+++ b/esc50_train_fold_4/token_lists/codec_token_list
@@ -0,0 +1,8192 @@
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diff --git a/esc50_train_fold_4/token_lists/g2p_token_list b/esc50_train_fold_4/token_lists/g2p_token_list
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index 0000000000000000000000000000000000000000..6f2cb663e3573aa501ffcf0b294e7f12bbedae54
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diff --git a/esc50_train_fold_4/utt2spk b/esc50_train_fold_4/utt2spk
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diff --git a/esc50_train_fold_4/wav.scp b/esc50_train_fold_4/wav.scp
new file mode 100644
index 0000000000000000000000000000000000000000..04d61e8199866a13748b75c93efc095a57b2461d
--- /dev/null
+++ b/esc50_train_fold_4/wav.scp
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diff --git a/esc50_train_fold_5/data.json b/esc50_train_fold_5/data.json
new file mode 100644
index 0000000000000000000000000000000000000000..c61a88e4fa7ce7b089931b289c0e1ff587ee6a9b
--- /dev/null
+++ b/esc50_train_fold_5/data.json
@@ -0,0 +1,1455 @@
+{
+    "task": "tts",
+    "vocabularies": [
+        "dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_train_fold_5/token_lists/g2p_token_list",
+        "dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_train_fold_5/token_lists/codec_token_list"
+    ],
+    "data_files": [
+        "dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_train_fold_5/index_files/text,g2p,text",
+        "dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_train_fold_5/index_files/utt2spk,spk,text",
+        "dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_train_fold_5/index_files/wav.scp,codec,kaldi_ark"
+    ],
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+        "4-234879-A-6",
+        "4-250864-A-8",
+        "4-250869-B-2",
+        "4-250869-C-2",
+        "4-251645-A-49",
+        "4-251645-B-49",
+        "4-251959-A-47",
+        "4-253649-A-6",
+        "4-255371-A-47",
+        "4-261068-A-30",
+        "4-264453-A-34",
+        "4-59579-A-20",
+        "4-59579-B-20",
+        "4-67358-A-42",
+        "4-80761-A-42",
+        "4-90014-A-42",
+        "4-90014-B-42",
+        "4-99193-A-4",
+        "4-99193-B-4",
+        "4-99644-A-4",
+        "4-99644-B-4",
+        "4-99644-C-4",
+        "4-99644-D-4"
+    ]
+}
\ No newline at end of file
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new file mode 100644
index 0000000000000000000000000000000000000000..d66f6efa4eecdaa3d8b7514438887dcf0ff9f331
--- /dev/null
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+version https://git-lfs.github.com/spec/v1
+oid sha256:2d20409cb6574a1780d5a59cc798120feb1ac2267621fbbcd0c2cadd45dcbbc7
+size 1803619
diff --git a/esc50_train_fold_5/data/wav_codec_ESPnet.1.scp b/esc50_train_fold_5/data/wav_codec_ESPnet.1.scp
new file mode 100644
index 0000000000000000000000000000000000000000..4a0152b6cc8971047c015de2bfda08b0b7841736
--- /dev/null
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diff --git a/esc50_train_fold_5/index_files/utt2spk b/esc50_train_fold_5/index_files/utt2spk
new file mode 100644
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diff --git a/esc50_train_fold_5/index_files/wav.scp b/esc50_train_fold_5/index_files/wav.scp
new file mode 100644
index 0000000000000000000000000000000000000000..eca3d01ca01ecc46f058a11c322b15742e2f88a2
--- /dev/null
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+4-194754-A-0 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_train_fold_5/data/wav_codec_ESPnet.8.ark:791655
+4-194808-A-29 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_train_fold_5/data/wav_codec_ESPnet.8.ark:801676
+4-194979-A-25 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_train_fold_5/data/wav_codec_ESPnet.8.ark:811697
+4-194981-A-25 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_train_fold_5/data/wav_codec_ESPnet.8.ark:821718
+4-195305-A-31 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_train_fold_5/data/wav_codec_ESPnet.8.ark:831739
+4-195451-A-44 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_train_fold_5/data/wav_codec_ESPnet.8.ark:841760
+4-195497-A-11 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_train_fold_5/data/wav_codec_ESPnet.8.ark:851781
+4-195707-A-13 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_train_fold_5/data/wav_codec_ESPnet.8.ark:861802
+4-195805-A-13 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_train_fold_5/data/wav_codec_ESPnet.8.ark:871823
+4-196671-A-8 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_train_fold_5/data/wav_codec_ESPnet.8.ark:881843
+4-196671-B-8 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_train_fold_5/data/wav_codec_ESPnet.8.ark:891863
+4-196672-A-8 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_train_fold_5/data/wav_codec_ESPnet.8.ark:901883
+4-197103-A-6 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_train_fold_5/data/wav_codec_ESPnet.8.ark:911903
+4-197454-A-28 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_train_fold_5/data/wav_codec_ESPnet.8.ark:921924
+4-197454-B-28 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_train_fold_5/data/wav_codec_ESPnet.8.ark:931945
+4-197871-A-15 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_train_fold_5/data/wav_codec_ESPnet.8.ark:941966
+4-198025-A-23 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_train_fold_5/data/wav_codec_ESPnet.8.ark:951987
+4-198360-A-49 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_train_fold_5/data/wav_codec_ESPnet.8.ark:962008
+4-198360-C-49 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_train_fold_5/data/wav_codec_ESPnet.8.ark:972029
+4-198841-A-37 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_train_fold_5/data/wav_codec_ESPnet.8.ark:982050
+4-198962-A-25 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_train_fold_5/data/wav_codec_ESPnet.8.ark:992071
+4-198962-B-25 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_train_fold_5/data/wav_codec_ESPnet.8.ark:1002092
+4-198965-A-38 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_train_fold_5/data/wav_codec_ESPnet.8.ark:1012113
+4-199261-A-0 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_train_fold_5/data/wav_codec_ESPnet.8.ark:1022133
+4-200330-A-6 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_train_fold_5/data/wav_codec_ESPnet.8.ark:1032153
+4-200330-B-6 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_train_fold_5/data/wav_codec_ESPnet.8.ark:1042173
+4-201300-A-31 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_train_fold_5/data/wav_codec_ESPnet.8.ark:1052194
+4-202298-A-31 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_train_fold_5/data/wav_codec_ESPnet.8.ark:1062215
+4-202749-A-13 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_train_fold_5/data/wav_codec_ESPnet.8.ark:1072236
+4-204115-A-39 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_train_fold_5/data/wav_codec_ESPnet.8.ark:1082257
+4-204119-A-39 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_train_fold_5/data/wav_codec_ESPnet.8.ark:1092278
+4-204121-A-39 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_train_fold_5/data/wav_codec_ESPnet.8.ark:1102299
+4-204123-A-39 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_train_fold_5/data/wav_codec_ESPnet.8.ark:1112320
+4-204202-A-29 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_train_fold_5/data/wav_codec_ESPnet.8.ark:1122341
+4-204612-A-31 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_train_fold_5/data/wav_codec_ESPnet.8.ark:1132362
+4-204618-A-11 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_train_fold_5/data/wav_codec_ESPnet.8.ark:1142383
+4-204683-A-31 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_train_fold_5/data/wav_codec_ESPnet.8.ark:1152404
+4-204684-A-37 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_train_fold_5/data/wav_codec_ESPnet.8.ark:1162425
+4-204777-A-39 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_train_fold_5/data/wav_codec_ESPnet.8.ark:1172446
+4-204777-B-39 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_train_fold_5/data/wav_codec_ESPnet.8.ark:1182467
+4-204777-C-39 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_train_fold_5/data/wav_codec_ESPnet.8.ark:1192488
+4-204830-A-6 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_train_fold_5/data/wav_codec_ESPnet.8.ark:1202508
+4-205526-B-23 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_train_fold_5/data/wav_codec_ESPnet.8.ark:1212529
+4-205738-A-22 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_train_fold_5/data/wav_codec_ESPnet.8.ark:1222550
+4-207116-A-23 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_train_fold_5/data/wav_codec_ESPnet.8.ark:1232571
+4-207124-A-0 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_train_fold_5/data/wav_codec_ESPnet.8.ark:1242591
+4-208021-A-1 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_train_fold_5/data/wav_codec_ESPnet.8.ark:1252611
+4-209536-A-37 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_train_fold_5/data/wav_codec_ESPnet.8.ark:1262632
+4-210000-A-23 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_train_fold_5/data/wav_codec_ESPnet.8.ark:1272653
+4-210000-B-23 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_train_fold_5/data/wav_codec_ESPnet.8.ark:1282674
+4-210309-A-31 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_train_fold_5/data/wav_codec_ESPnet.8.ark:1292695
+4-210593-A-29 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_train_fold_5/data/wav_codec_ESPnet.8.ark:1302716
+4-211502-A-30 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_train_fold_5/data/wav_codec_ESPnet.8.ark:1312737
+4-212604-A-15 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_train_fold_5/data/wav_codec_ESPnet.8.ark:1322758
+4-212604-B-15 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_train_fold_5/data/wav_codec_ESPnet.8.ark:1332779
+4-212604-C-15 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_train_fold_5/data/wav_codec_ESPnet.8.ark:1342800
+4-212698-A-39 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_train_fold_5/data/wav_codec_ESPnet.8.ark:1352821
+4-212728-A-34 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_train_fold_5/data/wav_codec_ESPnet.8.ark:1362842
+4-213193-A-29 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_train_fold_5/data/wav_codec_ESPnet.8.ark:1372863
+4-213915-A-3 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_train_fold_5/data/wav_codec_ESPnet.8.ark:1382883
+4-213915-B-3 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_train_fold_5/data/wav_codec_ESPnet.8.ark:1392903
+4-213915-C-3 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_train_fold_5/data/wav_codec_ESPnet.8.ark:1402923
+4-215635-A-34 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_train_fold_5/data/wav_codec_ESPnet.8.ark:1412944
+4-216211-A-14 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_train_fold_5/data/wav_codec_ESPnet.8.ark:1422965
+4-218199-A-35 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_train_fold_5/data/wav_codec_ESPnet.8.ark:1432986
+4-218199-B-35 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_train_fold_5/data/wav_codec_ESPnet.8.ark:1443007
+4-218199-C-35 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_train_fold_5/data/wav_codec_ESPnet.8.ark:1453028
+4-218199-D-35 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_train_fold_5/data/wav_codec_ESPnet.8.ark:1463049
+4-218199-E-35 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_train_fold_5/data/wav_codec_ESPnet.8.ark:1473070
+4-218199-F-35 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_train_fold_5/data/wav_codec_ESPnet.8.ark:1483091
+4-218199-G-35 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_train_fold_5/data/wav_codec_ESPnet.8.ark:1493112
+4-218199-H-35 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_train_fold_5/data/wav_codec_ESPnet.8.ark:1503133
+4-218304-A-25 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_train_fold_5/data/wav_codec_ESPnet.8.ark:1513154
+4-218304-B-25 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_train_fold_5/data/wav_codec_ESPnet.8.ark:1523175
+4-223125-A-14 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_train_fold_5/data/wav_codec_ESPnet.8.ark:1533196
+4-223127-A-14 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_train_fold_5/data/wav_codec_ESPnet.8.ark:1543217
+4-232495-A-6 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_train_fold_5/data/wav_codec_ESPnet.8.ark:1553237
+4-234644-A-2 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_train_fold_5/data/wav_codec_ESPnet.8.ark:1563257
+4-234879-A-6 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_train_fold_5/data/wav_codec_ESPnet.8.ark:1573277
+4-250864-A-8 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_train_fold_5/data/wav_codec_ESPnet.8.ark:1583297
+4-250869-B-2 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_train_fold_5/data/wav_codec_ESPnet.8.ark:1593317
+4-250869-C-2 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_train_fold_5/data/wav_codec_ESPnet.8.ark:1603337
+4-251645-A-49 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_train_fold_5/data/wav_codec_ESPnet.8.ark:1613358
+4-251645-B-49 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_train_fold_5/data/wav_codec_ESPnet.8.ark:1623379
+4-251959-A-47 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_train_fold_5/data/wav_codec_ESPnet.8.ark:1633400
+4-253649-A-6 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_train_fold_5/data/wav_codec_ESPnet.8.ark:1643420
+4-255371-A-47 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_train_fold_5/data/wav_codec_ESPnet.8.ark:1653441
+4-261068-A-30 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_train_fold_5/data/wav_codec_ESPnet.8.ark:1663462
+4-264453-A-34 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_train_fold_5/data/wav_codec_ESPnet.8.ark:1673483
+4-59579-A-20 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_train_fold_5/data/wav_codec_ESPnet.8.ark:1683503
+4-59579-B-20 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_train_fold_5/data/wav_codec_ESPnet.8.ark:1693523
+4-67358-A-42 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_train_fold_5/data/wav_codec_ESPnet.8.ark:1703543
+4-80761-A-42 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_train_fold_5/data/wav_codec_ESPnet.8.ark:1713563
+4-90014-A-42 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_train_fold_5/data/wav_codec_ESPnet.8.ark:1723583
+4-90014-B-42 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_train_fold_5/data/wav_codec_ESPnet.8.ark:1733603
+4-99193-A-4 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_train_fold_5/data/wav_codec_ESPnet.8.ark:1743622
+4-99193-B-4 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_train_fold_5/data/wav_codec_ESPnet.8.ark:1753641
+4-99644-A-4 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_train_fold_5/data/wav_codec_ESPnet.8.ark:1763660
+4-99644-B-4 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_train_fold_5/data/wav_codec_ESPnet.8.ark:1773679
+4-99644-C-4 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_train_fold_5/data/wav_codec_ESPnet.8.ark:1783698
+4-99644-D-4 dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_train_fold_5/data/wav_codec_ESPnet.8.ark:1793717
diff --git a/esc50_train_fold_5/logdir/codec_dump_ESPnet.1.log b/esc50_train_fold_5/logdir/codec_dump_ESPnet.1.log
new file mode 100644
index 0000000000000000000000000000000000000000..1a092eb8fe57874b6d38e51dc3182951fbe612f3
--- /dev/null
+++ b/esc50_train_fold_5/logdir/codec_dump_ESPnet.1.log
@@ -0,0 +1,14 @@
+# python3 pyscripts/feats/dump_codec.py --codec_choice ESPnet --codec_fs 16000 --batch_size 5 --bias 0 --dump_audio false --rank 1 --vocab_file dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_train_fold_5/token_lists/codec_token_list --wav_wspecifier ark,scp:dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_train_fold_5/data/wav_resyn_ESPnet.1.ark,dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_train_fold_5/data/wav_resyn_ESPnet.1.scp --checkpoint_path null --config_path null --hf_model_tag espnet/mls-multi_soundstream_16k scp:dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_train_fold_5/logdir/wav.1.scp ark,scp:dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_train_fold_5/data/wav_codec_ESPnet.1.ark,dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_train_fold_5/data/wav_codec_ESPnet.1.scp 
+# Started at Fri Oct 11 09:50:17 EDT 2024
+#
+2024-10-11 09:50:18 | INFO | dump_codec | build with codec_choice: ESPnet
+
Fetching 30 files:   0%|          | 0/30 [00:00<?, ?it/s]
Fetching 30 files: 100%|██████████| 30/30 [00:00<00:00, 6312.60it/s]
+2024-10-11 09:50:27 | INFO | root | config file: /ocean/projects/cis210027p/swang26/miniconda3/envs/espnet_codec_robustness/lib/python3.10/site-packages/espnet_model_zoo/models--espnet--mls-multi_soundstream_16k/snapshots/74dc5ec297a04ee035e61c66d8821195ec49f462/exp/codec_mls_multi_soundstream4_large_v1.1/config.yaml
+/ocean/projects/cis210027p/swang26/miniconda3/envs/espnet_codec_robustness/lib/python3.10/site-packages/torch/nn/utils/weight_norm.py:28: UserWarning: torch.nn.utils.weight_norm is deprecated in favor of torch.nn.utils.parametrizations.weight_norm.
+  warnings.warn("torch.nn.utils.weight_norm is deprecated in favor of torch.nn.utils.parametrizations.weight_norm.")
+/ocean/projects/cis210027p/swang26/miniconda3/envs/espnet_codec_robustness/lib/python3.10/site-packages/librosa/util/decorators.py:88: UserWarning: Empty filters detected in mel frequency basis. Some channels will produce empty responses. Try increasing your sampling rate (and fmax) or reducing n_mels.
+  return f(*args, **kwargs)
+/ocean/projects/cis210027p/swang26/miniconda3/envs/espnet_codec_robustness/lib/python3.10/site-packages/torch/nn/modules/conv.py:306: UserWarning: Applied workaround for CuDNN issue, install nvrtc.so (Triggered internally at ../aten/src/ATen/native/cudnn/Conv_v8.cpp:84.)
+  return F.conv1d(input, weight, bias, self.stride,
+# Accounting: time=20 threads=1
+# Ended (code 0) at Fri Oct 11 09:50:37 EDT 2024, elapsed time 20 seconds
diff --git a/esc50_train_fold_5/logdir/codec_dump_ESPnet.2.log b/esc50_train_fold_5/logdir/codec_dump_ESPnet.2.log
new file mode 100644
index 0000000000000000000000000000000000000000..d6f09994a57f7b7ea9a87386291f50437803a9dc
--- /dev/null
+++ b/esc50_train_fold_5/logdir/codec_dump_ESPnet.2.log
@@ -0,0 +1,14 @@
+# python3 pyscripts/feats/dump_codec.py --codec_choice ESPnet --codec_fs 16000 --batch_size 5 --bias 0 --dump_audio false --rank 2 --vocab_file dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_train_fold_5/token_lists/codec_token_list --wav_wspecifier ark,scp:dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_train_fold_5/data/wav_resyn_ESPnet.2.ark,dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_train_fold_5/data/wav_resyn_ESPnet.2.scp --checkpoint_path null --config_path null --hf_model_tag espnet/mls-multi_soundstream_16k scp:dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_train_fold_5/logdir/wav.2.scp ark,scp:dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_train_fold_5/data/wav_codec_ESPnet.2.ark,dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_train_fold_5/data/wav_codec_ESPnet.2.scp 
+# Started at Fri Oct 11 09:50:17 EDT 2024
+#
+2024-10-11 09:50:18 | INFO | dump_codec | build with codec_choice: ESPnet
+
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+2024-10-11 09:50:27 | INFO | root | config file: /ocean/projects/cis210027p/swang26/miniconda3/envs/espnet_codec_robustness/lib/python3.10/site-packages/espnet_model_zoo/models--espnet--mls-multi_soundstream_16k/snapshots/74dc5ec297a04ee035e61c66d8821195ec49f462/exp/codec_mls_multi_soundstream4_large_v1.1/config.yaml
+/ocean/projects/cis210027p/swang26/miniconda3/envs/espnet_codec_robustness/lib/python3.10/site-packages/torch/nn/utils/weight_norm.py:28: UserWarning: torch.nn.utils.weight_norm is deprecated in favor of torch.nn.utils.parametrizations.weight_norm.
+  warnings.warn("torch.nn.utils.weight_norm is deprecated in favor of torch.nn.utils.parametrizations.weight_norm.")
+/ocean/projects/cis210027p/swang26/miniconda3/envs/espnet_codec_robustness/lib/python3.10/site-packages/librosa/util/decorators.py:88: UserWarning: Empty filters detected in mel frequency basis. Some channels will produce empty responses. Try increasing your sampling rate (and fmax) or reducing n_mels.
+  return f(*args, **kwargs)
+/ocean/projects/cis210027p/swang26/miniconda3/envs/espnet_codec_robustness/lib/python3.10/site-packages/torch/nn/modules/conv.py:306: UserWarning: Applied workaround for CuDNN issue, install nvrtc.so (Triggered internally at ../aten/src/ATen/native/cudnn/Conv_v8.cpp:84.)
+  return F.conv1d(input, weight, bias, self.stride,
+# Accounting: time=20 threads=1
+# Ended (code 0) at Fri Oct 11 09:50:37 EDT 2024, elapsed time 20 seconds
diff --git a/esc50_train_fold_5/logdir/codec_dump_ESPnet.3.log b/esc50_train_fold_5/logdir/codec_dump_ESPnet.3.log
new file mode 100644
index 0000000000000000000000000000000000000000..39f0e83c453e202254296de315e4ad3ea0459eac
--- /dev/null
+++ b/esc50_train_fold_5/logdir/codec_dump_ESPnet.3.log
@@ -0,0 +1,14 @@
+# python3 pyscripts/feats/dump_codec.py --codec_choice ESPnet --codec_fs 16000 --batch_size 5 --bias 0 --dump_audio false --rank 3 --vocab_file dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_train_fold_5/token_lists/codec_token_list --wav_wspecifier ark,scp:dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_train_fold_5/data/wav_resyn_ESPnet.3.ark,dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_train_fold_5/data/wav_resyn_ESPnet.3.scp --checkpoint_path null --config_path null --hf_model_tag espnet/mls-multi_soundstream_16k scp:dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_train_fold_5/logdir/wav.3.scp ark,scp:dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_train_fold_5/data/wav_codec_ESPnet.3.ark,dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_train_fold_5/data/wav_codec_ESPnet.3.scp 
+# Started at Fri Oct 11 09:50:17 EDT 2024
+#
+2024-10-11 09:50:18 | INFO | dump_codec | build with codec_choice: ESPnet
+
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+2024-10-11 09:50:27 | INFO | root | config file: /ocean/projects/cis210027p/swang26/miniconda3/envs/espnet_codec_robustness/lib/python3.10/site-packages/espnet_model_zoo/models--espnet--mls-multi_soundstream_16k/snapshots/74dc5ec297a04ee035e61c66d8821195ec49f462/exp/codec_mls_multi_soundstream4_large_v1.1/config.yaml
+/ocean/projects/cis210027p/swang26/miniconda3/envs/espnet_codec_robustness/lib/python3.10/site-packages/torch/nn/utils/weight_norm.py:28: UserWarning: torch.nn.utils.weight_norm is deprecated in favor of torch.nn.utils.parametrizations.weight_norm.
+  warnings.warn("torch.nn.utils.weight_norm is deprecated in favor of torch.nn.utils.parametrizations.weight_norm.")
+/ocean/projects/cis210027p/swang26/miniconda3/envs/espnet_codec_robustness/lib/python3.10/site-packages/librosa/util/decorators.py:88: UserWarning: Empty filters detected in mel frequency basis. Some channels will produce empty responses. Try increasing your sampling rate (and fmax) or reducing n_mels.
+  return f(*args, **kwargs)
+/ocean/projects/cis210027p/swang26/miniconda3/envs/espnet_codec_robustness/lib/python3.10/site-packages/torch/nn/modules/conv.py:306: UserWarning: Applied workaround for CuDNN issue, install nvrtc.so (Triggered internally at ../aten/src/ATen/native/cudnn/Conv_v8.cpp:84.)
+  return F.conv1d(input, weight, bias, self.stride,
+# Accounting: time=20 threads=1
+# Ended (code 0) at Fri Oct 11 09:50:37 EDT 2024, elapsed time 20 seconds
diff --git a/esc50_train_fold_5/logdir/codec_dump_ESPnet.4.log b/esc50_train_fold_5/logdir/codec_dump_ESPnet.4.log
new file mode 100644
index 0000000000000000000000000000000000000000..cd4df77f7190065e4b1a11814e3d296478911f43
--- /dev/null
+++ b/esc50_train_fold_5/logdir/codec_dump_ESPnet.4.log
@@ -0,0 +1,14 @@
+# python3 pyscripts/feats/dump_codec.py --codec_choice ESPnet --codec_fs 16000 --batch_size 5 --bias 0 --dump_audio false --rank 4 --vocab_file dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_train_fold_5/token_lists/codec_token_list --wav_wspecifier ark,scp:dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_train_fold_5/data/wav_resyn_ESPnet.4.ark,dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_train_fold_5/data/wav_resyn_ESPnet.4.scp --checkpoint_path null --config_path null --hf_model_tag espnet/mls-multi_soundstream_16k scp:dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_train_fold_5/logdir/wav.4.scp ark,scp:dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_train_fold_5/data/wav_codec_ESPnet.4.ark,dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_train_fold_5/data/wav_codec_ESPnet.4.scp 
+# Started at Fri Oct 11 09:50:17 EDT 2024
+#
+2024-10-11 09:50:18 | INFO | dump_codec | build with codec_choice: ESPnet
+
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+2024-10-11 09:50:27 | INFO | root | config file: /ocean/projects/cis210027p/swang26/miniconda3/envs/espnet_codec_robustness/lib/python3.10/site-packages/espnet_model_zoo/models--espnet--mls-multi_soundstream_16k/snapshots/74dc5ec297a04ee035e61c66d8821195ec49f462/exp/codec_mls_multi_soundstream4_large_v1.1/config.yaml
+/ocean/projects/cis210027p/swang26/miniconda3/envs/espnet_codec_robustness/lib/python3.10/site-packages/torch/nn/utils/weight_norm.py:28: UserWarning: torch.nn.utils.weight_norm is deprecated in favor of torch.nn.utils.parametrizations.weight_norm.
+  warnings.warn("torch.nn.utils.weight_norm is deprecated in favor of torch.nn.utils.parametrizations.weight_norm.")
+/ocean/projects/cis210027p/swang26/miniconda3/envs/espnet_codec_robustness/lib/python3.10/site-packages/librosa/util/decorators.py:88: UserWarning: Empty filters detected in mel frequency basis. Some channels will produce empty responses. Try increasing your sampling rate (and fmax) or reducing n_mels.
+  return f(*args, **kwargs)
+/ocean/projects/cis210027p/swang26/miniconda3/envs/espnet_codec_robustness/lib/python3.10/site-packages/torch/nn/modules/conv.py:306: UserWarning: Applied workaround for CuDNN issue, install nvrtc.so (Triggered internally at ../aten/src/ATen/native/cudnn/Conv_v8.cpp:84.)
+  return F.conv1d(input, weight, bias, self.stride,
+# Accounting: time=20 threads=1
+# Ended (code 0) at Fri Oct 11 09:50:37 EDT 2024, elapsed time 20 seconds
diff --git a/esc50_train_fold_5/logdir/codec_dump_ESPnet.5.log b/esc50_train_fold_5/logdir/codec_dump_ESPnet.5.log
new file mode 100644
index 0000000000000000000000000000000000000000..f4011c67a594cdbdd39b1de604764fd79fa1750e
--- /dev/null
+++ b/esc50_train_fold_5/logdir/codec_dump_ESPnet.5.log
@@ -0,0 +1,14 @@
+# python3 pyscripts/feats/dump_codec.py --codec_choice ESPnet --codec_fs 16000 --batch_size 5 --bias 0 --dump_audio false --rank 5 --vocab_file dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_train_fold_5/token_lists/codec_token_list --wav_wspecifier ark,scp:dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_train_fold_5/data/wav_resyn_ESPnet.5.ark,dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_train_fold_5/data/wav_resyn_ESPnet.5.scp --checkpoint_path null --config_path null --hf_model_tag espnet/mls-multi_soundstream_16k scp:dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_train_fold_5/logdir/wav.5.scp ark,scp:dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_train_fold_5/data/wav_codec_ESPnet.5.ark,dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_train_fold_5/data/wav_codec_ESPnet.5.scp 
+# Started at Fri Oct 11 09:50:37 EDT 2024
+#
+2024-10-11 09:50:38 | INFO | dump_codec | build with codec_choice: ESPnet
+
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+2024-10-11 09:50:47 | INFO | root | config file: /ocean/projects/cis210027p/swang26/miniconda3/envs/espnet_codec_robustness/lib/python3.10/site-packages/espnet_model_zoo/models--espnet--mls-multi_soundstream_16k/snapshots/74dc5ec297a04ee035e61c66d8821195ec49f462/exp/codec_mls_multi_soundstream4_large_v1.1/config.yaml
+/ocean/projects/cis210027p/swang26/miniconda3/envs/espnet_codec_robustness/lib/python3.10/site-packages/torch/nn/utils/weight_norm.py:28: UserWarning: torch.nn.utils.weight_norm is deprecated in favor of torch.nn.utils.parametrizations.weight_norm.
+  warnings.warn("torch.nn.utils.weight_norm is deprecated in favor of torch.nn.utils.parametrizations.weight_norm.")
+/ocean/projects/cis210027p/swang26/miniconda3/envs/espnet_codec_robustness/lib/python3.10/site-packages/librosa/util/decorators.py:88: UserWarning: Empty filters detected in mel frequency basis. Some channels will produce empty responses. Try increasing your sampling rate (and fmax) or reducing n_mels.
+  return f(*args, **kwargs)
+/ocean/projects/cis210027p/swang26/miniconda3/envs/espnet_codec_robustness/lib/python3.10/site-packages/torch/nn/modules/conv.py:306: UserWarning: Applied workaround for CuDNN issue, install nvrtc.so (Triggered internally at ../aten/src/ATen/native/cudnn/Conv_v8.cpp:84.)
+  return F.conv1d(input, weight, bias, self.stride,
+# Accounting: time=20 threads=1
+# Ended (code 0) at Fri Oct 11 09:50:57 EDT 2024, elapsed time 20 seconds
diff --git a/esc50_train_fold_5/logdir/codec_dump_ESPnet.6.log b/esc50_train_fold_5/logdir/codec_dump_ESPnet.6.log
new file mode 100644
index 0000000000000000000000000000000000000000..161a7eb105c683a5991ce80059a3d83cae5a5154
--- /dev/null
+++ b/esc50_train_fold_5/logdir/codec_dump_ESPnet.6.log
@@ -0,0 +1,14 @@
+# python3 pyscripts/feats/dump_codec.py --codec_choice ESPnet --codec_fs 16000 --batch_size 5 --bias 0 --dump_audio false --rank 6 --vocab_file dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_train_fold_5/token_lists/codec_token_list --wav_wspecifier ark,scp:dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_train_fold_5/data/wav_resyn_ESPnet.6.ark,dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_train_fold_5/data/wav_resyn_ESPnet.6.scp --checkpoint_path null --config_path null --hf_model_tag espnet/mls-multi_soundstream_16k scp:dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_train_fold_5/logdir/wav.6.scp ark,scp:dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_train_fold_5/data/wav_codec_ESPnet.6.ark,dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_train_fold_5/data/wav_codec_ESPnet.6.scp 
+# Started at Fri Oct 11 09:50:37 EDT 2024
+#
+2024-10-11 09:50:38 | INFO | dump_codec | build with codec_choice: ESPnet
+
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+2024-10-11 09:50:47 | INFO | root | config file: /ocean/projects/cis210027p/swang26/miniconda3/envs/espnet_codec_robustness/lib/python3.10/site-packages/espnet_model_zoo/models--espnet--mls-multi_soundstream_16k/snapshots/74dc5ec297a04ee035e61c66d8821195ec49f462/exp/codec_mls_multi_soundstream4_large_v1.1/config.yaml
+/ocean/projects/cis210027p/swang26/miniconda3/envs/espnet_codec_robustness/lib/python3.10/site-packages/torch/nn/utils/weight_norm.py:28: UserWarning: torch.nn.utils.weight_norm is deprecated in favor of torch.nn.utils.parametrizations.weight_norm.
+  warnings.warn("torch.nn.utils.weight_norm is deprecated in favor of torch.nn.utils.parametrizations.weight_norm.")
+/ocean/projects/cis210027p/swang26/miniconda3/envs/espnet_codec_robustness/lib/python3.10/site-packages/librosa/util/decorators.py:88: UserWarning: Empty filters detected in mel frequency basis. Some channels will produce empty responses. Try increasing your sampling rate (and fmax) or reducing n_mels.
+  return f(*args, **kwargs)
+/ocean/projects/cis210027p/swang26/miniconda3/envs/espnet_codec_robustness/lib/python3.10/site-packages/torch/nn/modules/conv.py:306: UserWarning: Applied workaround for CuDNN issue, install nvrtc.so (Triggered internally at ../aten/src/ATen/native/cudnn/Conv_v8.cpp:84.)
+  return F.conv1d(input, weight, bias, self.stride,
+# Accounting: time=20 threads=1
+# Ended (code 0) at Fri Oct 11 09:50:57 EDT 2024, elapsed time 20 seconds
diff --git a/esc50_train_fold_5/logdir/codec_dump_ESPnet.7.log b/esc50_train_fold_5/logdir/codec_dump_ESPnet.7.log
new file mode 100644
index 0000000000000000000000000000000000000000..f06e3b78914ff2cb13f6c1b6e224273aa3d2de07
--- /dev/null
+++ b/esc50_train_fold_5/logdir/codec_dump_ESPnet.7.log
@@ -0,0 +1,14 @@
+# python3 pyscripts/feats/dump_codec.py --codec_choice ESPnet --codec_fs 16000 --batch_size 5 --bias 0 --dump_audio false --rank 7 --vocab_file dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_train_fold_5/token_lists/codec_token_list --wav_wspecifier ark,scp:dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_train_fold_5/data/wav_resyn_ESPnet.7.ark,dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_train_fold_5/data/wav_resyn_ESPnet.7.scp --checkpoint_path null --config_path null --hf_model_tag espnet/mls-multi_soundstream_16k scp:dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_train_fold_5/logdir/wav.7.scp ark,scp:dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_train_fold_5/data/wav_codec_ESPnet.7.ark,dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_train_fold_5/data/wav_codec_ESPnet.7.scp 
+# Started at Fri Oct 11 09:50:37 EDT 2024
+#
+2024-10-11 09:50:38 | INFO | dump_codec | build with codec_choice: ESPnet
+
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+2024-10-11 09:50:47 | INFO | root | config file: /ocean/projects/cis210027p/swang26/miniconda3/envs/espnet_codec_robustness/lib/python3.10/site-packages/espnet_model_zoo/models--espnet--mls-multi_soundstream_16k/snapshots/74dc5ec297a04ee035e61c66d8821195ec49f462/exp/codec_mls_multi_soundstream4_large_v1.1/config.yaml
+/ocean/projects/cis210027p/swang26/miniconda3/envs/espnet_codec_robustness/lib/python3.10/site-packages/torch/nn/utils/weight_norm.py:28: UserWarning: torch.nn.utils.weight_norm is deprecated in favor of torch.nn.utils.parametrizations.weight_norm.
+  warnings.warn("torch.nn.utils.weight_norm is deprecated in favor of torch.nn.utils.parametrizations.weight_norm.")
+/ocean/projects/cis210027p/swang26/miniconda3/envs/espnet_codec_robustness/lib/python3.10/site-packages/librosa/util/decorators.py:88: UserWarning: Empty filters detected in mel frequency basis. Some channels will produce empty responses. Try increasing your sampling rate (and fmax) or reducing n_mels.
+  return f(*args, **kwargs)
+/ocean/projects/cis210027p/swang26/miniconda3/envs/espnet_codec_robustness/lib/python3.10/site-packages/torch/nn/modules/conv.py:306: UserWarning: Applied workaround for CuDNN issue, install nvrtc.so (Triggered internally at ../aten/src/ATen/native/cudnn/Conv_v8.cpp:84.)
+  return F.conv1d(input, weight, bias, self.stride,
+# Accounting: time=20 threads=1
+# Ended (code 0) at Fri Oct 11 09:50:57 EDT 2024, elapsed time 20 seconds
diff --git a/esc50_train_fold_5/logdir/codec_dump_ESPnet.8.log b/esc50_train_fold_5/logdir/codec_dump_ESPnet.8.log
new file mode 100644
index 0000000000000000000000000000000000000000..f99083ed831f062f4a4e2b7e7dd4f1d3548fc0a3
--- /dev/null
+++ b/esc50_train_fold_5/logdir/codec_dump_ESPnet.8.log
@@ -0,0 +1,14 @@
+# python3 pyscripts/feats/dump_codec.py --codec_choice ESPnet --codec_fs 16000 --batch_size 5 --bias 0 --dump_audio false --rank 8 --vocab_file dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_train_fold_5/token_lists/codec_token_list --wav_wspecifier ark,scp:dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_train_fold_5/data/wav_resyn_ESPnet.8.ark,dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_train_fold_5/data/wav_resyn_ESPnet.8.scp --checkpoint_path null --config_path null --hf_model_tag espnet/mls-multi_soundstream_16k scp:dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_train_fold_5/logdir/wav.8.scp ark,scp:dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_train_fold_5/data/wav_codec_ESPnet.8.ark,dump_16000/raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16k/esc50_train_fold_5/data/wav_codec_ESPnet.8.scp 
+# Started at Fri Oct 11 09:50:37 EDT 2024
+#
+2024-10-11 09:50:39 | INFO | dump_codec | build with codec_choice: ESPnet
+
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+2024-10-11 09:50:47 | INFO | root | config file: /ocean/projects/cis210027p/swang26/miniconda3/envs/espnet_codec_robustness/lib/python3.10/site-packages/espnet_model_zoo/models--espnet--mls-multi_soundstream_16k/snapshots/74dc5ec297a04ee035e61c66d8821195ec49f462/exp/codec_mls_multi_soundstream4_large_v1.1/config.yaml
+/ocean/projects/cis210027p/swang26/miniconda3/envs/espnet_codec_robustness/lib/python3.10/site-packages/torch/nn/utils/weight_norm.py:28: UserWarning: torch.nn.utils.weight_norm is deprecated in favor of torch.nn.utils.parametrizations.weight_norm.
+  warnings.warn("torch.nn.utils.weight_norm is deprecated in favor of torch.nn.utils.parametrizations.weight_norm.")
+/ocean/projects/cis210027p/swang26/miniconda3/envs/espnet_codec_robustness/lib/python3.10/site-packages/librosa/util/decorators.py:88: UserWarning: Empty filters detected in mel frequency basis. Some channels will produce empty responses. Try increasing your sampling rate (and fmax) or reducing n_mels.
+  return f(*args, **kwargs)
+/ocean/projects/cis210027p/swang26/miniconda3/envs/espnet_codec_robustness/lib/python3.10/site-packages/torch/nn/modules/conv.py:306: UserWarning: Applied workaround for CuDNN issue, install nvrtc.so (Triggered internally at ../aten/src/ATen/native/cudnn/Conv_v8.cpp:84.)
+  return F.conv1d(input, weight, bias, self.stride,
+# Accounting: time=20 threads=1
+# Ended (code 0) at Fri Oct 11 09:50:57 EDT 2024, elapsed time 20 seconds
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diff --git a/esc50_train_fold_5/token_lists/codec_token_list b/esc50_train_fold_5/token_lists/codec_token_list
new file mode 100644
index 0000000000000000000000000000000000000000..3d5876836443e4f7353e8f81ecefb829f3745b0c
--- /dev/null
+++ b/esc50_train_fold_5/token_lists/codec_token_list
@@ -0,0 +1,8192 @@
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diff --git a/esc50_train_fold_5/token_lists/g2p_token_list b/esc50_train_fold_5/token_lists/g2p_token_list
new file mode 100644
index 0000000000000000000000000000000000000000..b59622beb7159fbeb497aa25c2f530868fe4ac59
--- /dev/null
+++ b/esc50_train_fold_5/token_lists/g2p_token_list
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diff --git a/esc50_train_fold_5/utt2spk b/esc50_train_fold_5/utt2spk
new file mode 100644
index 0000000000000000000000000000000000000000..7a6621d31ea7172706d134d0af362250c11b9239
--- /dev/null
+++ b/esc50_train_fold_5/utt2spk
@@ -0,0 +1,1440 @@
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diff --git a/esc50_train_fold_5/wav.scp b/esc50_train_fold_5/wav.scp
new file mode 100644
index 0000000000000000000000000000000000000000..eca3d01ca01ecc46f058a11c322b15742e2f88a2
--- /dev/null
+++ b/esc50_train_fold_5/wav.scp
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