diff --git a/noisy_trainset_56spk_wav/p283_152.wav b/noisy_trainset_56spk_wav/p283_152.wav
new file mode 100644
index 0000000000000000000000000000000000000000..be06df975627411720f19b89294e3d722f430e56
--- /dev/null
+++ b/noisy_trainset_56spk_wav/p283_152.wav
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:b81b8389882b69618ec85910494b8032979bbf1123ab7be1aae2efacc72e42a0
+size 245804
diff --git a/noisy_trainset_56spk_wav/p306_320.wav b/noisy_trainset_56spk_wav/p306_320.wav
new file mode 100644
index 0000000000000000000000000000000000000000..ffd389fe9135013f0610dd179e6e29db99d1edbf
--- /dev/null
+++ b/noisy_trainset_56spk_wav/p306_320.wav
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:3b11570bde422ff74e8557688ef487226a74453417d88b58da7640aa81c3db0e
+size 368894
diff --git a/noisy_trainset_56spk_wav/p307_198.wav b/noisy_trainset_56spk_wav/p307_198.wav
new file mode 100644
index 0000000000000000000000000000000000000000..2cdc615f8c8fcd2d16fb487ad5008039518c616e
--- /dev/null
+++ b/noisy_trainset_56spk_wav/p307_198.wav
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:04e7c7820068e255abb5a3d32f0127c9a7a34a10ccbbe38ca362696b855be9d2
+size 355244
diff --git a/noisy_trainset_56spk_wav/p308_378.wav b/noisy_trainset_56spk_wav/p308_378.wav
new file mode 100644
index 0000000000000000000000000000000000000000..0daa6ba44a0418776bf353447d076bf44be71965
--- /dev/null
+++ b/noisy_trainset_56spk_wav/p308_378.wav
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:04240d9144508890dc4dfe687e319aa8bd6d866e79fc19267045317c45a287ef
+size 238124
diff --git a/trainset_56spk_txt/p234_046.txt b/trainset_56spk_txt/p234_046.txt
new file mode 100644
index 0000000000000000000000000000000000000000..d3eed03fdb0dd86bee3f394e69a333f87f633587
--- /dev/null
+++ b/trainset_56spk_txt/p234_046.txt
@@ -0,0 +1 @@
+The man became a reporter.
diff --git a/trainset_56spk_txt/p234_317.txt b/trainset_56spk_txt/p234_317.txt
new file mode 100644
index 0000000000000000000000000000000000000000..c6c3d44f8886e419ab99aa2eb744cd08fa8bbc05
--- /dev/null
+++ b/trainset_56spk_txt/p234_317.txt
@@ -0,0 +1 @@
+It is a crisis of human rights, a crisis of leadership.
diff --git a/trainset_56spk_txt/p237_294.txt b/trainset_56spk_txt/p237_294.txt
new file mode 100644
index 0000000000000000000000000000000000000000..7abda77d4075e3eea61a7854b59ed6e1327c743f
--- /dev/null
+++ b/trainset_56spk_txt/p237_294.txt
@@ -0,0 +1 @@
+He has already suffered a good deal of unwanted attention.
diff --git a/trainset_56spk_txt/p241_248.txt b/trainset_56spk_txt/p241_248.txt
new file mode 100644
index 0000000000000000000000000000000000000000..18d3f22ab4d6e4192a2017c5e49fe3fd5fb50d03
--- /dev/null
+++ b/trainset_56spk_txt/p241_248.txt
@@ -0,0 +1 @@
+He has already received the Freedom of Aberdeen.
diff --git a/trainset_56spk_txt/p241_251.txt b/trainset_56spk_txt/p241_251.txt
new file mode 100644
index 0000000000000000000000000000000000000000..2b067e792e6c6ad7f99a0510bbf00fa77cbefd8b
--- /dev/null
+++ b/trainset_56spk_txt/p241_251.txt
@@ -0,0 +1 @@
+He was my big brother, my father, my grandfather.
diff --git a/trainset_56spk_txt/p245_099.txt b/trainset_56spk_txt/p245_099.txt
new file mode 100644
index 0000000000000000000000000000000000000000..78bdb9ed458a4ab7e353b99b17bc41fa9c489744
--- /dev/null
+++ b/trainset_56spk_txt/p245_099.txt
@@ -0,0 +1 @@
+They had to be cut from the wreckage.
diff --git a/trainset_56spk_txt/p247_042.txt b/trainset_56spk_txt/p247_042.txt
new file mode 100644
index 0000000000000000000000000000000000000000..d14853a6fb1006e810b87096df4cf174f6b6d3da
--- /dev/null
+++ b/trainset_56spk_txt/p247_042.txt
@@ -0,0 +1 @@
+They said she was stable.)
diff --git a/trainset_56spk_txt/p247_071.txt b/trainset_56spk_txt/p247_071.txt
new file mode 100644
index 0000000000000000000000000000000000000000..df39c8e95cb2ebdfe509b5f79bac7ccfb8b0b938
--- /dev/null
+++ b/trainset_56spk_txt/p247_071.txt
@@ -0,0 +1 @@
+Final proposals will be published in February.)
diff --git a/trainset_56spk_txt/p247_412.txt b/trainset_56spk_txt/p247_412.txt
new file mode 100644
index 0000000000000000000000000000000000000000..70bf39cbb12913dbcf37d3d10d1a197589dde599
--- /dev/null
+++ b/trainset_56spk_txt/p247_412.txt
@@ -0,0 +1 @@
+How do you take them away ?)
diff --git a/trainset_56spk_txt/p248_084.txt b/trainset_56spk_txt/p248_084.txt
new file mode 100644
index 0000000000000000000000000000000000000000..790c905458bd72a9b6c66d9ef4a83f2dc379813d
--- /dev/null
+++ b/trainset_56spk_txt/p248_084.txt
@@ -0,0 +1 @@
+We have other options.
diff --git a/trainset_56spk_txt/p249_274.txt b/trainset_56spk_txt/p249_274.txt
new file mode 100644
index 0000000000000000000000000000000000000000..d20ead2fd021ae05dfa0f8f892fc580d3ef7a5ea
--- /dev/null
+++ b/trainset_56spk_txt/p249_274.txt
@@ -0,0 +1 @@
+She has fallen in love with Scotland, however.
diff --git a/trainset_56spk_txt/p251_206.txt b/trainset_56spk_txt/p251_206.txt
new file mode 100644
index 0000000000000000000000000000000000000000..1c2bb1f07ef79a5d5cf5a1ee224f7fe78ab3bc0f
--- /dev/null
+++ b/trainset_56spk_txt/p251_206.txt
@@ -0,0 +1 @@
+A deadline is still essential.
diff --git a/trainset_56spk_txt/p251_286.txt b/trainset_56spk_txt/p251_286.txt
new file mode 100644
index 0000000000000000000000000000000000000000..1d2949d5cb94e0f0e3fea0d62a03da4dc74b1685
--- /dev/null
+++ b/trainset_56spk_txt/p251_286.txt
@@ -0,0 +1 @@
+He has not created a Festival resource.
diff --git a/trainset_56spk_txt/p255_259.txt b/trainset_56spk_txt/p255_259.txt
new file mode 100644
index 0000000000000000000000000000000000000000..2b067e792e6c6ad7f99a0510bbf00fa77cbefd8b
--- /dev/null
+++ b/trainset_56spk_txt/p255_259.txt
@@ -0,0 +1 @@
+He was my big brother, my father, my grandfather.
diff --git a/trainset_56spk_txt/p255_305.txt b/trainset_56spk_txt/p255_305.txt
new file mode 100644
index 0000000000000000000000000000000000000000..d54fe7f02215ad7b91e032997fcb4dcad25acede
--- /dev/null
+++ b/trainset_56spk_txt/p255_305.txt
@@ -0,0 +1 @@
+Details of the new vessel were given in London yesterday.
diff --git a/trainset_56spk_txt/p255_336.txt b/trainset_56spk_txt/p255_336.txt
new file mode 100644
index 0000000000000000000000000000000000000000..216dd983c6204c0d248c47e90059c6f36428803c
--- /dev/null
+++ b/trainset_56spk_txt/p255_336.txt
@@ -0,0 +1 @@
+Gaelic provision continued to be good.
diff --git a/trainset_56spk_txt/p263_014.txt b/trainset_56spk_txt/p263_014.txt
new file mode 100644
index 0000000000000000000000000000000000000000..cb38e3c700c1b89d54a32fbe17dd5381a30346b4
--- /dev/null
+++ b/trainset_56spk_txt/p263_014.txt
@@ -0,0 +1 @@
+To the Hebrews it was a token that there would be no more universal floods. 
diff --git a/trainset_56spk_txt/p263_071.txt b/trainset_56spk_txt/p263_071.txt
new file mode 100644
index 0000000000000000000000000000000000000000..ff79e575138eba6fe81fc390a0a6f69a30325757
--- /dev/null
+++ b/trainset_56spk_txt/p263_071.txt
@@ -0,0 +1 @@
+It's all I can do.
diff --git a/trainset_56spk_txt/p264_162.txt b/trainset_56spk_txt/p264_162.txt
new file mode 100644
index 0000000000000000000000000000000000000000..8e3241ac52034501daeb2c981295932fce042ea5
--- /dev/null
+++ b/trainset_56spk_txt/p264_162.txt
@@ -0,0 +1 @@
+It is just too tough.)
diff --git a/trainset_56spk_txt/p266_211.txt b/trainset_56spk_txt/p266_211.txt
new file mode 100644
index 0000000000000000000000000000000000000000..88519ab689ff0c9d32c574b49d0a2442d422701d
--- /dev/null
+++ b/trainset_56spk_txt/p266_211.txt
@@ -0,0 +1 @@
+Work has started.
diff --git a/trainset_56spk_txt/p271_109.txt b/trainset_56spk_txt/p271_109.txt
new file mode 100644
index 0000000000000000000000000000000000000000..ce5d9472a3d8ab2936526eabd3b2513202a9d244
--- /dev/null
+++ b/trainset_56spk_txt/p271_109.txt
@@ -0,0 +1 @@
+He takes the job.
diff --git a/trainset_56spk_txt/p271_165.txt b/trainset_56spk_txt/p271_165.txt
new file mode 100644
index 0000000000000000000000000000000000000000..3613a00d21f1f3297f43f35f6745f317c412bb43
--- /dev/null
+++ b/trainset_56spk_txt/p271_165.txt
@@ -0,0 +1 @@
+It has to be now.
diff --git a/trainset_56spk_txt/p272_071.txt b/trainset_56spk_txt/p272_071.txt
new file mode 100644
index 0000000000000000000000000000000000000000..2484c5bfe9d29e7e490cdf0b09a92440e1937404
--- /dev/null
+++ b/trainset_56spk_txt/p272_071.txt
@@ -0,0 +1 @@
+Over time, with patience and precision, the terrorists will be pursued.
diff --git a/trainset_56spk_txt/p272_083.txt b/trainset_56spk_txt/p272_083.txt
new file mode 100644
index 0000000000000000000000000000000000000000..d28923619dbb49ec1277770f1a80754a564c2429
--- /dev/null
+++ b/trainset_56spk_txt/p272_083.txt
@@ -0,0 +1 @@
+It is a job creation scheme.
diff --git a/trainset_56spk_txt/p275_008.txt b/trainset_56spk_txt/p275_008.txt
new file mode 100644
index 0000000000000000000000000000000000000000..a07c9d162168eb4aa3c0dd155fb27010da55a7ad
--- /dev/null
+++ b/trainset_56spk_txt/p275_008.txt
@@ -0,0 +1 @@
+These take the shape of a long round arch, with its path high above, and its two ends apparently beyond the horizon. 
diff --git a/trainset_56spk_txt/p275_032.txt b/trainset_56spk_txt/p275_032.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e81613b789390f0e5de145a9881634c1464cf2b4
--- /dev/null
+++ b/trainset_56spk_txt/p275_032.txt
@@ -0,0 +1 @@
+He was jailed for four years.
diff --git a/trainset_56spk_txt/p283_306.txt b/trainset_56spk_txt/p283_306.txt
new file mode 100644
index 0000000000000000000000000000000000000000..cae42c2b72d0a396f2cbc280fe312eec99eb8d1f
--- /dev/null
+++ b/trainset_56spk_txt/p283_306.txt
@@ -0,0 +1 @@
+As for Scotland, we can just enjoy the moment.
diff --git a/trainset_56spk_txt/p285_239.txt b/trainset_56spk_txt/p285_239.txt
new file mode 100644
index 0000000000000000000000000000000000000000..46c9374ecb75976b8a62039618a7f3e4ee3d05c2
--- /dev/null
+++ b/trainset_56spk_txt/p285_239.txt
@@ -0,0 +1 @@
+He also launched a new strategy for the agency.
diff --git a/trainset_56spk_txt/p285_271.txt b/trainset_56spk_txt/p285_271.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e6b3cbeea09368210e6592984f8274d98639ae6a
--- /dev/null
+++ b/trainset_56spk_txt/p285_271.txt
@@ -0,0 +1 @@
+It was very fast.
diff --git a/trainset_56spk_txt/p293_214.txt b/trainset_56spk_txt/p293_214.txt
new file mode 100644
index 0000000000000000000000000000000000000000..f73d8ab97db664eec09966f1894110484f9ea1ba
--- /dev/null
+++ b/trainset_56spk_txt/p293_214.txt
@@ -0,0 +1 @@
+The replacements made a big difference.
\ No newline at end of file
diff --git a/trainset_56spk_txt/p295_069.txt b/trainset_56spk_txt/p295_069.txt
new file mode 100644
index 0000000000000000000000000000000000000000..3131a4dcf1d49417feccd17df27fa84210eea85b
--- /dev/null
+++ b/trainset_56spk_txt/p295_069.txt
@@ -0,0 +1 @@
+SO now we know the secret.
\ No newline at end of file
diff --git a/trainset_56spk_txt/p295_183.txt b/trainset_56spk_txt/p295_183.txt
new file mode 100644
index 0000000000000000000000000000000000000000..9ded7839ab7c822ca075c3d62b91ea3a623bd78e
--- /dev/null
+++ b/trainset_56spk_txt/p295_183.txt
@@ -0,0 +1 @@
+The deadline is real and absolute.
\ No newline at end of file
diff --git a/trainset_56spk_txt/p295_383.txt b/trainset_56spk_txt/p295_383.txt
new file mode 100644
index 0000000000000000000000000000000000000000..bfb107cc7cbc11d5f27966d5010685d30dd50cc1
--- /dev/null
+++ b/trainset_56spk_txt/p295_383.txt
@@ -0,0 +1 @@
+Our proposals are fully costed.
\ No newline at end of file
diff --git a/trainset_56spk_txt/p295_397.txt b/trainset_56spk_txt/p295_397.txt
new file mode 100644
index 0000000000000000000000000000000000000000..38bb491e72de127235c694d76bbedf90f7f5a7c7
--- /dev/null
+++ b/trainset_56spk_txt/p295_397.txt
@@ -0,0 +1 @@
+That is European law.
\ No newline at end of file
diff --git a/trainset_56spk_txt/p295_423.txt b/trainset_56spk_txt/p295_423.txt
new file mode 100644
index 0000000000000000000000000000000000000000..192e1f82f501e1ddfc8db66b92c77be9d0f7a558
--- /dev/null
+++ b/trainset_56spk_txt/p295_423.txt
@@ -0,0 +1 @@
+The document is a starting point for discussion.
\ No newline at end of file
diff --git a/trainset_56spk_txt/p298_012.txt b/trainset_56spk_txt/p298_012.txt
new file mode 100644
index 0000000000000000000000000000000000000000..864ed9990646a8005e191ec6c89844c4e7fe8b3b
--- /dev/null
+++ b/trainset_56spk_txt/p298_012.txt
@@ -0,0 +1 @@
+Throughout the centuries people have explained the rainbow in various ways.
\ No newline at end of file
diff --git a/trainset_56spk_txt/p302_229.txt b/trainset_56spk_txt/p302_229.txt
new file mode 100644
index 0000000000000000000000000000000000000000..6631231c4fd11c9d9f734f3ebe9c7f92bc024e09
--- /dev/null
+++ b/trainset_56spk_txt/p302_229.txt
@@ -0,0 +1 @@
+It is something that we will put right.
\ No newline at end of file
diff --git a/trainset_56spk_txt/p303_152.txt b/trainset_56spk_txt/p303_152.txt
new file mode 100644
index 0000000000000000000000000000000000000000..82cd5806c02730e540fe8d91e18c3ae6cbc32865
--- /dev/null
+++ b/trainset_56spk_txt/p303_152.txt
@@ -0,0 +1 @@
+Who would take it now, after all this?
\ No newline at end of file
diff --git a/trainset_56spk_txt/p305_131.txt b/trainset_56spk_txt/p305_131.txt
new file mode 100644
index 0000000000000000000000000000000000000000..304a76ccfecd3477e512ea979feb80b6ccf86688
--- /dev/null
+++ b/trainset_56spk_txt/p305_131.txt
@@ -0,0 +1 @@
+On this form, they have a real chance of going up.
\ No newline at end of file
diff --git a/trainset_56spk_txt/p305_246.txt b/trainset_56spk_txt/p305_246.txt
new file mode 100644
index 0000000000000000000000000000000000000000..ff3a228c06eab2ba16fd9bdefbf090b300840164
--- /dev/null
+++ b/trainset_56spk_txt/p305_246.txt
@@ -0,0 +1 @@
+The decision is an absolute disgrace.
\ No newline at end of file
diff --git a/trainset_56spk_txt/p306_059.txt b/trainset_56spk_txt/p306_059.txt
new file mode 100644
index 0000000000000000000000000000000000000000..05fb414a0f5bdbcd6392af746f83afe16dcf8939
--- /dev/null
+++ b/trainset_56spk_txt/p306_059.txt
@@ -0,0 +1 @@
+He was taken ill in December last year.
\ No newline at end of file
diff --git a/trainset_56spk_txt/p307_117.txt b/trainset_56spk_txt/p307_117.txt
new file mode 100644
index 0000000000000000000000000000000000000000..43938b9133bbeb0940fba4a886fc1ab10c9aba07
--- /dev/null
+++ b/trainset_56spk_txt/p307_117.txt
@@ -0,0 +1 @@
+Since then, they have fallen by more than two thirds.
\ No newline at end of file
diff --git a/trainset_56spk_txt/p307_331.txt b/trainset_56spk_txt/p307_331.txt
new file mode 100644
index 0000000000000000000000000000000000000000..fe1c7fa2e92e80046a05e4c825ba4fe5af3e1af6
--- /dev/null
+++ b/trainset_56spk_txt/p307_331.txt
@@ -0,0 +1 @@
+He was my big brother, my father, my grandfather.
\ No newline at end of file
diff --git a/trainset_56spk_txt/p308_110.txt b/trainset_56spk_txt/p308_110.txt
new file mode 100644
index 0000000000000000000000000000000000000000..f9f3c82699f6ef03015d6ce364e33c04de2d8f13
--- /dev/null
+++ b/trainset_56spk_txt/p308_110.txt
@@ -0,0 +1 @@
+I hope they understand that.
\ No newline at end of file
diff --git a/trainset_56spk_txt/p312_353.txt b/trainset_56spk_txt/p312_353.txt
new file mode 100644
index 0000000000000000000000000000000000000000..b1302f37088a5677e21339136f43fbec4f869ebd
--- /dev/null
+++ b/trainset_56spk_txt/p312_353.txt
@@ -0,0 +1 @@
+Of course it's a bunch of trouble.
\ No newline at end of file
diff --git a/trainset_56spk_txt/p313_108.txt b/trainset_56spk_txt/p313_108.txt
new file mode 100644
index 0000000000000000000000000000000000000000..566d3f7ad21eb520c52a05b44af9aa54357d86e4
--- /dev/null
+++ b/trainset_56spk_txt/p313_108.txt
@@ -0,0 +1 @@
+I think the Scottish bid is very strong.
\ No newline at end of file
diff --git a/trainset_56spk_txt/p313_165.txt b/trainset_56spk_txt/p313_165.txt
new file mode 100644
index 0000000000000000000000000000000000000000..5fdc83da2576feadd74180ea35fb2749644fa6f1
--- /dev/null
+++ b/trainset_56spk_txt/p313_165.txt
@@ -0,0 +1 @@
+Golf is a game of honour and ethics.
\ No newline at end of file
diff --git a/trainset_56spk_txt/p313_222.txt b/trainset_56spk_txt/p313_222.txt
new file mode 100644
index 0000000000000000000000000000000000000000..14dcd1694ee9da1ff8aea5db8539840bd5dec626
--- /dev/null
+++ b/trainset_56spk_txt/p313_222.txt
@@ -0,0 +1 @@
+If not, he should go home.
\ No newline at end of file
diff --git a/trainset_56spk_txt/p313_311.txt b/trainset_56spk_txt/p313_311.txt
new file mode 100644
index 0000000000000000000000000000000000000000..7c44cc1ade3419a5367ff0bd5c753507ab50fc11
--- /dev/null
+++ b/trainset_56spk_txt/p313_311.txt
@@ -0,0 +1 @@
+Could you put it in writing?
\ No newline at end of file
diff --git a/trainset_56spk_txt/p314_413.txt b/trainset_56spk_txt/p314_413.txt
new file mode 100644
index 0000000000000000000000000000000000000000..d218b873c250a4e41d30fe62e0d7dd3b938b2865
--- /dev/null
+++ b/trainset_56spk_txt/p314_413.txt
@@ -0,0 +1 @@
+Whether this return was too soon.
\ No newline at end of file
diff --git a/trainset_56spk_txt/p316_049.txt b/trainset_56spk_txt/p316_049.txt
new file mode 100644
index 0000000000000000000000000000000000000000..c2ba484f9aa5327a0d39a5a62cb5e84dd09b0f0f
--- /dev/null
+++ b/trainset_56spk_txt/p316_049.txt
@@ -0,0 +1 @@
+So, why does he do it?
\ No newline at end of file
diff --git a/trainset_56spk_txt/p316_208.txt b/trainset_56spk_txt/p316_208.txt
new file mode 100644
index 0000000000000000000000000000000000000000..5ac878942d30edc95d31934c85e444abd0425924
--- /dev/null
+++ b/trainset_56spk_txt/p316_208.txt
@@ -0,0 +1 @@
+My husband was fighting for his life.
\ No newline at end of file
diff --git a/trainset_56spk_txt/p316_366.txt b/trainset_56spk_txt/p316_366.txt
new file mode 100644
index 0000000000000000000000000000000000000000..ce3a5f75d146596bbc7031a98547fed98b5b8d4e
--- /dev/null
+++ b/trainset_56spk_txt/p316_366.txt
@@ -0,0 +1 @@
+Many of them were his friends and colleagues.
\ No newline at end of file
diff --git a/trainset_56spk_txt/p323_002.txt b/trainset_56spk_txt/p323_002.txt
new file mode 100644
index 0000000000000000000000000000000000000000..6ff14416439c6d38105b8dc58f88ccba05d431c0
--- /dev/null
+++ b/trainset_56spk_txt/p323_002.txt
@@ -0,0 +1 @@
+Ask her to bring these things with her from the store.
\ No newline at end of file
diff --git a/trainset_56spk_txt/p323_106.txt b/trainset_56spk_txt/p323_106.txt
new file mode 100644
index 0000000000000000000000000000000000000000..1630ce69269e6f7c08da3c0703bf792334c01056
--- /dev/null
+++ b/trainset_56spk_txt/p323_106.txt
@@ -0,0 +1 @@
+We are not dealing here with refugees.
\ No newline at end of file
diff --git a/trainset_56spk_txt/p323_159.txt b/trainset_56spk_txt/p323_159.txt
new file mode 100644
index 0000000000000000000000000000000000000000..7c8b2267c104dea0d1e540a508f95913d21d8407
--- /dev/null
+++ b/trainset_56spk_txt/p323_159.txt
@@ -0,0 +1 @@
+I got off to a great start.
\ No newline at end of file
diff --git a/trainset_56spk_txt/p326_187.txt b/trainset_56spk_txt/p326_187.txt
new file mode 100644
index 0000000000000000000000000000000000000000..a8c7e4792e801e2f4175028cb46badd1403f974d
--- /dev/null
+++ b/trainset_56spk_txt/p326_187.txt
@@ -0,0 +1 @@
+This is your country.
\ No newline at end of file
diff --git a/trainset_56spk_txt/p334_006.txt b/trainset_56spk_txt/p334_006.txt
new file mode 100644
index 0000000000000000000000000000000000000000..7a1c00f2e5b6b31b642f89bd3515322070646d8a
--- /dev/null
+++ b/trainset_56spk_txt/p334_006.txt
@@ -0,0 +1 @@
+When the sunlight strikes raindrops in the air, they act as a prism and form a rainbow.
\ No newline at end of file
diff --git a/trainset_56spk_txt/p334_307.txt b/trainset_56spk_txt/p334_307.txt
new file mode 100644
index 0000000000000000000000000000000000000000..3a3d403b4b8948fd558ffa7feaa568e63041a01c
--- /dev/null
+++ b/trainset_56spk_txt/p334_307.txt
@@ -0,0 +1 @@
+If they don't, they can expect their funding to be cut.
\ No newline at end of file
diff --git a/trainset_56spk_txt/p336_009.txt b/trainset_56spk_txt/p336_009.txt
new file mode 100644
index 0000000000000000000000000000000000000000..485464beca1adff8f903f3b4b97e15bc1fbf0a37
--- /dev/null
+++ b/trainset_56spk_txt/p336_009.txt
@@ -0,0 +1 @@
+There is , according to legend, a boiling pot of gold at one end.
\ No newline at end of file
diff --git a/trainset_56spk_txt/p341_094.txt b/trainset_56spk_txt/p341_094.txt
new file mode 100644
index 0000000000000000000000000000000000000000..c8217b2e6e21e53ac06cc45ade1ed3dc72cfc661
--- /dev/null
+++ b/trainset_56spk_txt/p341_094.txt
@@ -0,0 +1 @@
+We are losing this war.
\ No newline at end of file
diff --git a/trainset_56spk_txt/p341_163.txt b/trainset_56spk_txt/p341_163.txt
new file mode 100644
index 0000000000000000000000000000000000000000..0a850cb0e5c58d30f904b7bcc9c54936fbf037d4
--- /dev/null
+++ b/trainset_56spk_txt/p341_163.txt
@@ -0,0 +1 @@
+I love the tradition of vaudeville.
\ No newline at end of file
diff --git a/trainset_56spk_txt/p341_380.txt b/trainset_56spk_txt/p341_380.txt
new file mode 100644
index 0000000000000000000000000000000000000000..642132ea947dcfd59bcd02f535350000eda69a64
--- /dev/null
+++ b/trainset_56spk_txt/p341_380.txt
@@ -0,0 +1 @@
+We cannot lose it.
\ No newline at end of file
diff --git a/trainset_56spk_txt/p345_214.txt b/trainset_56spk_txt/p345_214.txt
new file mode 100644
index 0000000000000000000000000000000000000000..adf23dfb469993439b6a7f0a540a44906df9f61a
--- /dev/null
+++ b/trainset_56spk_txt/p345_214.txt
@@ -0,0 +1 @@
+It happens in real life.
\ No newline at end of file
diff --git a/trainset_56spk_txt/p347_215.txt b/trainset_56spk_txt/p347_215.txt
new file mode 100644
index 0000000000000000000000000000000000000000..5c2f8a624917290c68e4b9f185567f4116156f5b
--- /dev/null
+++ b/trainset_56spk_txt/p347_215.txt
@@ -0,0 +1 @@
+That was moving the goalposts.
\ No newline at end of file
diff --git a/trainset_56spk_txt/p351_240.txt b/trainset_56spk_txt/p351_240.txt
new file mode 100644
index 0000000000000000000000000000000000000000..b9c666c79cdc378862c626f9c4444eff9afbc085
--- /dev/null
+++ b/trainset_56spk_txt/p351_240.txt
@@ -0,0 +1 @@
+Now he is in charge of this.
\ No newline at end of file
diff --git a/trainset_56spk_txt/p360_064.txt b/trainset_56spk_txt/p360_064.txt
new file mode 100644
index 0000000000000000000000000000000000000000..7ecdad04b642de3c1bb2bb973ee7704469e194fa
--- /dev/null
+++ b/trainset_56spk_txt/p360_064.txt
@@ -0,0 +1 @@
+Most of the works are small in scale.
\ No newline at end of file
diff --git a/trainset_56spk_txt/p360_168.txt b/trainset_56spk_txt/p360_168.txt
new file mode 100644
index 0000000000000000000000000000000000000000..437c41cae055e7ed953a74a5a5c9d29c7b8394f2
--- /dev/null
+++ b/trainset_56spk_txt/p360_168.txt
@@ -0,0 +1 @@
+It was extremely difficult.
\ No newline at end of file
diff --git a/trainset_56spk_txt/p360_368.txt b/trainset_56spk_txt/p360_368.txt
new file mode 100644
index 0000000000000000000000000000000000000000..156c469bdda5142579a192ba70c7fd58dc3c4a4a
--- /dev/null
+++ b/trainset_56spk_txt/p360_368.txt
@@ -0,0 +1 @@
+Having done it, he was asked again.
\ No newline at end of file
diff --git a/trainset_56spk_txt/p361_113.txt b/trainset_56spk_txt/p361_113.txt
new file mode 100644
index 0000000000000000000000000000000000000000..c0652b24cbdb13b71c753612f7c108cd7ea2bdce
--- /dev/null
+++ b/trainset_56spk_txt/p361_113.txt
@@ -0,0 +1 @@
+He is a pro.
\ No newline at end of file
diff --git a/trainset_56spk_txt/p361_402.txt b/trainset_56spk_txt/p361_402.txt
new file mode 100644
index 0000000000000000000000000000000000000000..23bd5e9a3d94af23461d794595f7f1825917581a
--- /dev/null
+++ b/trainset_56spk_txt/p361_402.txt
@@ -0,0 +1 @@
+It's a dead end.
\ No newline at end of file
diff --git a/trainset_56spk_txt/p363_148.txt b/trainset_56spk_txt/p363_148.txt
new file mode 100644
index 0000000000000000000000000000000000000000..7c6d4e402a2ec2ba1c36f650bec8e341e93bb580
--- /dev/null
+++ b/trainset_56spk_txt/p363_148.txt
@@ -0,0 +1 @@
+It would be a masterclass.
\ No newline at end of file
diff --git a/trainset_56spk_txt/p374_208.txt b/trainset_56spk_txt/p374_208.txt
new file mode 100644
index 0000000000000000000000000000000000000000..f1b5bdd5f3cfc5f4834b8c727125045f7d0202ae
--- /dev/null
+++ b/trainset_56spk_txt/p374_208.txt
@@ -0,0 +1 @@
+No, it's actually in a block of flats.
\ No newline at end of file
diff --git a/trainset_56spk_txt/p374_363.txt b/trainset_56spk_txt/p374_363.txt
new file mode 100644
index 0000000000000000000000000000000000000000..3216f79aa694301f8920c82b29b7814801f21914
--- /dev/null
+++ b/trainset_56spk_txt/p374_363.txt
@@ -0,0 +1 @@
+But when we do it is great.
\ No newline at end of file
diff --git a/trainset_56spk_txt/p376_143.txt b/trainset_56spk_txt/p376_143.txt
new file mode 100644
index 0000000000000000000000000000000000000000..93b849be91578b1b4ecda0fd4cbfdc98a53a554b
--- /dev/null
+++ b/trainset_56spk_txt/p376_143.txt
@@ -0,0 +1 @@
+"I was awful."
\ No newline at end of file