Update README.md

README.md

@@ -57,8 +57,8 @@ def load_dataset_sundanese():
     
     dfs = []
     
-    dfs.append(pd.read_csv(filenames[0], sep='\\\\t\\\\t', names=["path", "sentence"]))
-    dfs.append(pd.read_csv(filenames[1], sep='\\\\t\\\\t', names=["path", "sentence"]))
+    dfs.append(pd.read_csv(filenames[0], sep='\\\\\\\\t\\\\\\\\t', names=["path", "sentence"]))
+    dfs.append(pd.read_csv(filenames[1], sep='\\\\\\\\t\\\\\\\\t', names=["path", "sentence"]))
     
     for i, dir in enumerate(data_dirs):
         dfs[i]["path"] = dfs[i].apply(lambda row: str(data_dirs[i]) + "/" + row + ".wav", axis=1)
@@ -124,8 +124,8 @@ def load_dataset_sundanese():
     
     dfs = []
     
-    dfs.append(pd.read_csv(filenames[0], sep='\\\\t\\\\t', names=["path", "sentence"]))
-    dfs.append(pd.read_csv(filenames[1], sep='\\\\t\\\\t', names=["path", "sentence"]))
+    dfs.append(pd.read_csv(filenames[0], sep='\\\\\\\\t\\\\\\\\t', names=["path", "sentence"]))
+    dfs.append(pd.read_csv(filenames[1], sep='\\\\\\\\t\\\\\\\\t', names=["path", "sentence"]))
     
     for i, dir in enumerate(data_dirs):
         dfs[i]["path"] = dfs[i].apply(lambda row: str(data_dirs[i]) + "/" + row + ".wav", axis=1)
@@ -145,7 +145,7 @@ processor = Wav2Vec2Processor.from_pretrained("cahya/wav2vec2-large-xlsr-sundane
 model = Wav2Vec2ForCTC.from_pretrained("cahya/wav2vec2-large-xlsr-sundanese") 
 model.to("cuda")
 
-chars_to_ignore_regex = '[\,\?\.\!\-\;\:\"\“\%\‘\'\”_\�]'
+chars_to_ignore_regex = '[\\,\\?\\.\\!\\-\\;\\:\\"\\“\\%\\‘\\'\\”_\\�]'
 resampler = torchaudio.transforms.Resample(48_000, 16_000)
 
 # Preprocessing the datasets.
@@ -181,5 +181,5 @@ print("WER: {:2f}".format(100 * wer.compute(predictions=result["pred_strings"],
 
 The Common Voice `train`, `validation`, and ... datasets were used for training as well as ... and ...  # TODO
 
-The script used for training can be found [here](https://github.com/cahya-wirawan/indonesian-speech-recognition) 
-(will be available soon)
+The script used for training can be found [here](https://github.com/cahya-wirawan/indonesian-speech-recognition/blob/main/XLSR_Wav2Vec2_for_Indonesian_Evaluation-Sundanese.ipynb) 
+and to [evaluate it](https://github.com/cahya-wirawan/indonesian-speech-recognition/blob/main/XLSR_Wav2Vec2_for_Indonesian_Evaluation-Sundanese.ipynb)