diff --git a/noisy_trainset_56spk_wav/p247_405.wav b/noisy_trainset_56spk_wav/p247_405.wav
new file mode 100644
index 0000000000000000000000000000000000000000..d7be48d300699226ced811bd14d7aeb120776671
--- /dev/null
+++ b/noisy_trainset_56spk_wav/p247_405.wav
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:cddc444e90dbed3b4faa8da2041eab5e924cb8b9f759873f56128befd7d87fe1
+size 276524
diff --git a/noisy_trainset_56spk_wav/p264_304.wav b/noisy_trainset_56spk_wav/p264_304.wav
new file mode 100644
index 0000000000000000000000000000000000000000..05042358dcc89e49e5469049e7d4197160f62c6b
--- /dev/null
+++ b/noisy_trainset_56spk_wav/p264_304.wav
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:6338177490baa865a8f1faa671c1efcce3a3bf380e4d546a4019e6ceaa0ab9f1
+size 440016
diff --git a/noisy_trainset_56spk_wav/p292_420.wav b/noisy_trainset_56spk_wav/p292_420.wav
new file mode 100644
index 0000000000000000000000000000000000000000..0370060f56cc0108a1476352a5b861340234fd4b
--- /dev/null
+++ b/noisy_trainset_56spk_wav/p292_420.wav
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:9e1006def1795a3dd52b064b30d4fb38bc9a7578180184151917d9511288519f
+size 192044
diff --git a/noisy_trainset_56spk_wav/p312_128.wav b/noisy_trainset_56spk_wav/p312_128.wav
new file mode 100644
index 0000000000000000000000000000000000000000..01d7da8706cd3a6ff27e9ef077ff742ff6a45837
--- /dev/null
+++ b/noisy_trainset_56spk_wav/p312_128.wav
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:97a7b41881efc539dbcb553a6ceccfe881cdd92a5ac59f9f166970a9c5bf4325
+size 202668
diff --git a/noisy_trainset_56spk_wav/p361_329.wav b/noisy_trainset_56spk_wav/p361_329.wav
new file mode 100644
index 0000000000000000000000000000000000000000..d2dea6d8c6052f04b58c4a6634a50f1b197a01ef
--- /dev/null
+++ b/noisy_trainset_56spk_wav/p361_329.wav
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:a9bc3193a345a4579146ae8198ce40ba875f651d09197216b1b5f4d4a7d9aff9
+size 265898
diff --git a/trainset_56spk_txt/p234_184.txt b/trainset_56spk_txt/p234_184.txt
new file mode 100644
index 0000000000000000000000000000000000000000..6afc9db3f35389458b1882e194d67b9c003c2460
--- /dev/null
+++ b/trainset_56spk_txt/p234_184.txt
@@ -0,0 +1 @@
+They were not seeking the right to strike.
diff --git a/trainset_56spk_txt/p241_123.txt b/trainset_56spk_txt/p241_123.txt
new file mode 100644
index 0000000000000000000000000000000000000000..fedf34df16d1d4fae9a0a8ae8453c377fb937575
--- /dev/null
+++ b/trainset_56spk_txt/p241_123.txt
@@ -0,0 +1 @@
+I'm so angry.
diff --git a/trainset_56spk_txt/p246_278.txt b/trainset_56spk_txt/p246_278.txt
new file mode 100644
index 0000000000000000000000000000000000000000..abd61c40382e70f673161c48ef06f41e976ee86a
--- /dev/null
+++ b/trainset_56spk_txt/p246_278.txt
@@ -0,0 +1 @@
+In essence, the teaching profession has a choice.
diff --git a/trainset_56spk_txt/p246_280.txt b/trainset_56spk_txt/p246_280.txt
new file mode 100644
index 0000000000000000000000000000000000000000..1a5e886c54401140121ae52e2ac56cfa99940b2b
--- /dev/null
+++ b/trainset_56spk_txt/p246_280.txt
@@ -0,0 +1 @@
+In fact, he was talking about the survival business.
diff --git a/trainset_56spk_txt/p246_309.txt b/trainset_56spk_txt/p246_309.txt
new file mode 100644
index 0000000000000000000000000000000000000000..234a9b7e3b28e28f578de618e2b30aeb9ebbbfa9
--- /dev/null
+++ b/trainset_56spk_txt/p246_309.txt
@@ -0,0 +1 @@
+The minister is the engineer.
diff --git a/trainset_56spk_txt/p246_347.txt b/trainset_56spk_txt/p246_347.txt
new file mode 100644
index 0000000000000000000000000000000000000000..be5a017c6e98c34bd5083da8edca33cd4d332f14
--- /dev/null
+++ b/trainset_56spk_txt/p246_347.txt
@@ -0,0 +1 @@
+Rangers can expect a physical battle in the national stadium tonight.
diff --git a/trainset_56spk_txt/p247_194.txt b/trainset_56spk_txt/p247_194.txt
new file mode 100644
index 0000000000000000000000000000000000000000..ac086d6236694529779eba28c2e6ee19f82897f1
--- /dev/null
+++ b/trainset_56spk_txt/p247_194.txt
@@ -0,0 +1 @@
+They were seriously after him.)
diff --git a/trainset_56spk_txt/p247_264.txt b/trainset_56spk_txt/p247_264.txt
new file mode 100644
index 0000000000000000000000000000000000000000..f37a3f78d9575c332745ff8d11ac3aac6d9a2456
--- /dev/null
+++ b/trainset_56spk_txt/p247_264.txt
@@ -0,0 +1 @@
+Reaction from Scottish business leaders was mixed.)
diff --git a/trainset_56spk_txt/p248_002.txt b/trainset_56spk_txt/p248_002.txt
new file mode 100644
index 0000000000000000000000000000000000000000..36a1c4ae2168ba1928f502c1fe604a44c40da437
--- /dev/null
+++ b/trainset_56spk_txt/p248_002.txt
@@ -0,0 +1 @@
+Ask her to bring these things with her from the store.  
diff --git a/trainset_56spk_txt/p249_289.txt b/trainset_56spk_txt/p249_289.txt
new file mode 100644
index 0000000000000000000000000000000000000000..f966d7fc8a1d76fe0ba065a5c4edd0335e6cce51
--- /dev/null
+++ b/trainset_56spk_txt/p249_289.txt
@@ -0,0 +1 @@
+A tribunal would then consider the seriousness of the incident.
diff --git a/trainset_56spk_txt/p249_318.txt b/trainset_56spk_txt/p249_318.txt
new file mode 100644
index 0000000000000000000000000000000000000000..de548720f9a2720f6f3766f205400bd0aea439b1
--- /dev/null
+++ b/trainset_56spk_txt/p249_318.txt
@@ -0,0 +1 @@
+The problems began a long time ago.
diff --git a/trainset_56spk_txt/p251_037.txt b/trainset_56spk_txt/p251_037.txt
new file mode 100644
index 0000000000000000000000000000000000000000..3105ebd734c05ac027f4591746e4e107493c0b2d
--- /dev/null
+++ b/trainset_56spk_txt/p251_037.txt
@@ -0,0 +1 @@
+At this stage, we think the air campaign is enough.
diff --git a/trainset_56spk_txt/p251_055.txt b/trainset_56spk_txt/p251_055.txt
new file mode 100644
index 0000000000000000000000000000000000000000..2b8f6aacf3ea8fa8286ac7c7c095103cce13211f
--- /dev/null
+++ b/trainset_56spk_txt/p251_055.txt
@@ -0,0 +1 @@
+This is a step backwards.
diff --git a/trainset_56spk_txt/p251_338.txt b/trainset_56spk_txt/p251_338.txt
new file mode 100644
index 0000000000000000000000000000000000000000..4c61ffbc442a31a43c3debaf0ea2be5afbd2ffee
--- /dev/null
+++ b/trainset_56spk_txt/p251_338.txt
@@ -0,0 +1 @@
+I am so upset.
diff --git a/trainset_56spk_txt/p255_073.txt b/trainset_56spk_txt/p255_073.txt
new file mode 100644
index 0000000000000000000000000000000000000000..a743e61a1603c072c29f9557db64a2336af412a0
--- /dev/null
+++ b/trainset_56spk_txt/p255_073.txt
@@ -0,0 +1 @@
+He is now resident in England.
diff --git a/trainset_56spk_txt/p255_288.txt b/trainset_56spk_txt/p255_288.txt
new file mode 100644
index 0000000000000000000000000000000000000000..66198a7af0f4845e791ddb9b084aab3fa6594354
--- /dev/null
+++ b/trainset_56spk_txt/p255_288.txt
@@ -0,0 +1 @@
+So I did.
diff --git a/trainset_56spk_txt/p260_290.txt b/trainset_56spk_txt/p260_290.txt
new file mode 100644
index 0000000000000000000000000000000000000000..9af927c987e32688cb6214062779efd78f5a723f
--- /dev/null
+++ b/trainset_56spk_txt/p260_290.txt
@@ -0,0 +1 @@
+Painful, but only because it's true.
diff --git a/trainset_56spk_txt/p260_314.txt b/trainset_56spk_txt/p260_314.txt
new file mode 100644
index 0000000000000000000000000000000000000000..854fb214c3c913f16bcd14fc6fa99b8834e08cff
--- /dev/null
+++ b/trainset_56spk_txt/p260_314.txt
@@ -0,0 +1 @@
+The Government in Westminster is simply not prepared to save him.
diff --git a/trainset_56spk_txt/p263_153.txt b/trainset_56spk_txt/p263_153.txt
new file mode 100644
index 0000000000000000000000000000000000000000..c925b508b197b075609fefef30899305ac409147
--- /dev/null
+++ b/trainset_56spk_txt/p263_153.txt
@@ -0,0 +1 @@
+But the Commission is on a collision course with the Government.
diff --git a/trainset_56spk_txt/p263_315.txt b/trainset_56spk_txt/p263_315.txt
new file mode 100644
index 0000000000000000000000000000000000000000..2ef1078cedc4010f28e1766eb0d251f46ff83d5e
--- /dev/null
+++ b/trainset_56spk_txt/p263_315.txt
@@ -0,0 +1 @@
+They had to learn to work from the consumer back.
diff --git a/trainset_56spk_txt/p264_375.txt b/trainset_56spk_txt/p264_375.txt
new file mode 100644
index 0000000000000000000000000000000000000000..63c64fc85a5c005ea4d916af3ba844dbb939dace
--- /dev/null
+++ b/trainset_56spk_txt/p264_375.txt
@@ -0,0 +1 @@
+We have a high quality product.)
diff --git a/trainset_56spk_txt/p264_413.txt b/trainset_56spk_txt/p264_413.txt
new file mode 100644
index 0000000000000000000000000000000000000000..039213173adcaa10cef9945e00278de47ce8c5e4
--- /dev/null
+++ b/trainset_56spk_txt/p264_413.txt
@@ -0,0 +1 @@
+Williams said the same.)
diff --git a/trainset_56spk_txt/p265_335.txt b/trainset_56spk_txt/p265_335.txt
new file mode 100644
index 0000000000000000000000000000000000000000..7f71307cd64f3642de7d5ce10af4f1f245f659f7
--- /dev/null
+++ b/trainset_56spk_txt/p265_335.txt
@@ -0,0 +1 @@
+It is the Holiday programme with a mortgage.
diff --git a/trainset_56spk_txt/p266_035.txt b/trainset_56spk_txt/p266_035.txt
new file mode 100644
index 0000000000000000000000000000000000000000..ce9469cf7528f4fc858f7fb3d0588e03475934a5
--- /dev/null
+++ b/trainset_56spk_txt/p266_035.txt
@@ -0,0 +1 @@
+It was clear.
diff --git a/trainset_56spk_txt/p271_043.txt b/trainset_56spk_txt/p271_043.txt
new file mode 100644
index 0000000000000000000000000000000000000000..1619ca7dde32bb77e86cea3f654a80120615c128
--- /dev/null
+++ b/trainset_56spk_txt/p271_043.txt
@@ -0,0 +1 @@
+I hate the word.
diff --git a/trainset_56spk_txt/p271_344.txt b/trainset_56spk_txt/p271_344.txt
new file mode 100644
index 0000000000000000000000000000000000000000..5ba0c597141c68406f92adf919e61326fcbd0487
--- /dev/null
+++ b/trainset_56spk_txt/p271_344.txt
@@ -0,0 +1 @@
+A formal announcement is expected this morning at a news conference.
diff --git a/trainset_56spk_txt/p271_393.txt b/trainset_56spk_txt/p271_393.txt
new file mode 100644
index 0000000000000000000000000000000000000000..b02593fb61909f7b00e9d6093b55ab82afc732c7
--- /dev/null
+++ b/trainset_56spk_txt/p271_393.txt
@@ -0,0 +1 @@
+He repeated his call for an inquiry into the police response.
diff --git a/trainset_56spk_txt/p272_288.txt b/trainset_56spk_txt/p272_288.txt
new file mode 100644
index 0000000000000000000000000000000000000000..037f5f76cf62b028dbc672e28c629a1cd051c446
--- /dev/null
+++ b/trainset_56spk_txt/p272_288.txt
@@ -0,0 +1 @@
+That might be a punishment but it would also punish the patients.
diff --git a/trainset_56spk_txt/p275_041.txt b/trainset_56spk_txt/p275_041.txt
new file mode 100644
index 0000000000000000000000000000000000000000..ec8885e149ccca7a34d5b25374aac7b65a2fd933
--- /dev/null
+++ b/trainset_56spk_txt/p275_041.txt
@@ -0,0 +1 @@
+Dancing was her life.
diff --git a/trainset_56spk_txt/p275_105.txt b/trainset_56spk_txt/p275_105.txt
new file mode 100644
index 0000000000000000000000000000000000000000..be7340a2fd2f7ac9faea6447507b31e2ba05a574
--- /dev/null
+++ b/trainset_56spk_txt/p275_105.txt
@@ -0,0 +1 @@
+It will also require a lengthy series of clinical trials.
diff --git a/trainset_56spk_txt/p281_217.txt b/trainset_56spk_txt/p281_217.txt
new file mode 100644
index 0000000000000000000000000000000000000000..d4e39494fc4f1732c2d76535ba6fa0775affe060
--- /dev/null
+++ b/trainset_56spk_txt/p281_217.txt
@@ -0,0 +1 @@
+We see the rapid reaction force as the way ahead.
diff --git a/trainset_56spk_txt/p285_040.txt b/trainset_56spk_txt/p285_040.txt
new file mode 100644
index 0000000000000000000000000000000000000000..c52e826ab70334e3d0a5ea421ffad6994e745916
--- /dev/null
+++ b/trainset_56spk_txt/p285_040.txt
@@ -0,0 +1 @@
+People come into the Borders for the beauty of the background.
diff --git a/trainset_56spk_txt/p292_198.txt b/trainset_56spk_txt/p292_198.txt
new file mode 100644
index 0000000000000000000000000000000000000000..da30cfeb480dc3a4ecf25f223555f474200d0405
--- /dev/null
+++ b/trainset_56spk_txt/p292_198.txt
@@ -0,0 +1 @@
+You saw the pain he was in.
\ No newline at end of file
diff --git a/trainset_56spk_txt/p292_239.txt b/trainset_56spk_txt/p292_239.txt
new file mode 100644
index 0000000000000000000000000000000000000000..600b9dd3f83e86ae9ccb278980f2d040a020a1ff
--- /dev/null
+++ b/trainset_56spk_txt/p292_239.txt
@@ -0,0 +1 @@
+That was six years ago.
\ No newline at end of file
diff --git a/trainset_56spk_txt/p293_193.txt b/trainset_56spk_txt/p293_193.txt
new file mode 100644
index 0000000000000000000000000000000000000000..6d5df3aae8cdf36a0e1549c091980d93c00d6a02
--- /dev/null
+++ b/trainset_56spk_txt/p293_193.txt
@@ -0,0 +1 @@
+This is simply unjust.
\ No newline at end of file
diff --git a/trainset_56spk_txt/p295_105.txt b/trainset_56spk_txt/p295_105.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e7f6b2830dfe0241db6c1a80c232875569360bb7
--- /dev/null
+++ b/trainset_56spk_txt/p295_105.txt
@@ -0,0 +1 @@
+Child abuse is a dreadful thing.
\ No newline at end of file
diff --git a/trainset_56spk_txt/p295_174.txt b/trainset_56spk_txt/p295_174.txt
new file mode 100644
index 0000000000000000000000000000000000000000..1bf5f71c6bbff73854e736ecf474f7093fa0dbc0
--- /dev/null
+++ b/trainset_56spk_txt/p295_174.txt
@@ -0,0 +1 @@
+The driver was unhurt.
\ No newline at end of file
diff --git a/trainset_56spk_txt/p295_276.txt b/trainset_56spk_txt/p295_276.txt
new file mode 100644
index 0000000000000000000000000000000000000000..1de16bf0836c426032f40d071fb127b7b96a5edf
--- /dev/null
+++ b/trainset_56spk_txt/p295_276.txt
@@ -0,0 +1 @@
+Manchester United are the classic example.
\ No newline at end of file
diff --git a/trainset_56spk_txt/p299_264.txt b/trainset_56spk_txt/p299_264.txt
new file mode 100644
index 0000000000000000000000000000000000000000..2649fea90129cd4a5f279ca96c2b981deee038ff
--- /dev/null
+++ b/trainset_56spk_txt/p299_264.txt
@@ -0,0 +1 @@
+So there's a double whammy.
\ No newline at end of file
diff --git a/trainset_56spk_txt/p302_018.txt b/trainset_56spk_txt/p302_018.txt
new file mode 100644
index 0000000000000000000000000000000000000000..b332655abfff1fd749db4f03f4aae90922e7cb2d
--- /dev/null
+++ b/trainset_56spk_txt/p302_018.txt
@@ -0,0 +1 @@
+Aristotle thought that the rainbow was caused by reflection of the sun's rays by the rain.
\ No newline at end of file
diff --git a/trainset_56spk_txt/p302_048.txt b/trainset_56spk_txt/p302_048.txt
new file mode 100644
index 0000000000000000000000000000000000000000..08da421ae80d640d10fc1be551328aab0353abe2
--- /dev/null
+++ b/trainset_56spk_txt/p302_048.txt
@@ -0,0 +1 @@
+What's it got to do with art?
\ No newline at end of file
diff --git a/trainset_56spk_txt/p303_094.txt b/trainset_56spk_txt/p303_094.txt
new file mode 100644
index 0000000000000000000000000000000000000000..1c3599853baa36a880a9dce9bbd593e2cefd4672
--- /dev/null
+++ b/trainset_56spk_txt/p303_094.txt
@@ -0,0 +1 @@
+Scotland were beaten again.
\ No newline at end of file
diff --git a/trainset_56spk_txt/p303_292.txt b/trainset_56spk_txt/p303_292.txt
new file mode 100644
index 0000000000000000000000000000000000000000..b7ff07ca16f10d84a2e1e47525ffb9a483d8a6e8
--- /dev/null
+++ b/trainset_56spk_txt/p303_292.txt
@@ -0,0 +1 @@
+I have been coming here for nine years.
\ No newline at end of file
diff --git a/trainset_56spk_txt/p303_352.txt b/trainset_56spk_txt/p303_352.txt
new file mode 100644
index 0000000000000000000000000000000000000000..05493050337cfa28d6d28ceb62841dc872d3b841
--- /dev/null
+++ b/trainset_56spk_txt/p303_352.txt
@@ -0,0 +1 @@
+My preference is for the single vaccines.
\ No newline at end of file
diff --git a/trainset_56spk_txt/p304_312.txt b/trainset_56spk_txt/p304_312.txt
new file mode 100644
index 0000000000000000000000000000000000000000..4cc8d8d9a636d67370828c8b88103d5491a09f1f
--- /dev/null
+++ b/trainset_56spk_txt/p304_312.txt
@@ -0,0 +1 @@
+The working families tax credit is far better.
\ No newline at end of file
diff --git a/trainset_56spk_txt/p307_052.txt b/trainset_56spk_txt/p307_052.txt
new file mode 100644
index 0000000000000000000000000000000000000000..2dcd5ccd7ee24eb9b1637915757ef1f8654779d2
--- /dev/null
+++ b/trainset_56spk_txt/p307_052.txt
@@ -0,0 +1 @@
+She is now planning a visit.
\ No newline at end of file
diff --git a/trainset_56spk_txt/p308_152.txt b/trainset_56spk_txt/p308_152.txt
new file mode 100644
index 0000000000000000000000000000000000000000..1f4816650c3de9f551e5d4e47759fdaaabd3af01
--- /dev/null
+++ b/trainset_56spk_txt/p308_152.txt
@@ -0,0 +1 @@
+That sort of thing is long gone.
\ No newline at end of file
diff --git a/trainset_56spk_txt/p308_170.txt b/trainset_56spk_txt/p308_170.txt
new file mode 100644
index 0000000000000000000000000000000000000000..069cf4993098004fd69c3aac5c32d869af704194
--- /dev/null
+++ b/trainset_56spk_txt/p308_170.txt
@@ -0,0 +1 @@
+But she's also beautiful behind the face.
\ No newline at end of file
diff --git a/trainset_56spk_txt/p308_361.txt b/trainset_56spk_txt/p308_361.txt
new file mode 100644
index 0000000000000000000000000000000000000000..21dc6f5d496158fe1f57e76f7487ff8f9e397fab
--- /dev/null
+++ b/trainset_56spk_txt/p308_361.txt
@@ -0,0 +1 @@
+They have not let anyone into the loop.
\ No newline at end of file
diff --git a/trainset_56spk_txt/p314_409.txt b/trainset_56spk_txt/p314_409.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e713dcdbd422446d9d40aa9c45c008122acd38c1
--- /dev/null
+++ b/trainset_56spk_txt/p314_409.txt
@@ -0,0 +1 @@
+We could play someone else, but he is ready to play.
\ No newline at end of file
diff --git a/trainset_56spk_txt/p316_287.txt b/trainset_56spk_txt/p316_287.txt
new file mode 100644
index 0000000000000000000000000000000000000000..bbf43fcb1ef204fb4b2a284522582b836dda9826
--- /dev/null
+++ b/trainset_56spk_txt/p316_287.txt
@@ -0,0 +1 @@
+Who is to benefit from this change?
\ No newline at end of file
diff --git a/trainset_56spk_txt/p333_170.txt b/trainset_56spk_txt/p333_170.txt
new file mode 100644
index 0000000000000000000000000000000000000000..2ca49f1e6fb226dc0bf55d3ad442138d9b239c6c
--- /dev/null
+++ b/trainset_56spk_txt/p333_170.txt
@@ -0,0 +1 @@
+They won the trophy in the Hoops.
\ No newline at end of file
diff --git a/trainset_56spk_txt/p333_227.txt b/trainset_56spk_txt/p333_227.txt
new file mode 100644
index 0000000000000000000000000000000000000000..f69fc22a38d495ea6a964a93977633c3d7099212
--- /dev/null
+++ b/trainset_56spk_txt/p333_227.txt
@@ -0,0 +1 @@
+Sadly, it took a tragedy to change things.
\ No newline at end of file
diff --git a/trainset_56spk_txt/p334_099.txt b/trainset_56spk_txt/p334_099.txt
new file mode 100644
index 0000000000000000000000000000000000000000..19f2d38971dcb05f3e85ccf50531dc843c97b250
--- /dev/null
+++ b/trainset_56spk_txt/p334_099.txt
@@ -0,0 +1 @@
+They chose to side with terror.
\ No newline at end of file
diff --git a/trainset_56spk_txt/p335_202.txt b/trainset_56spk_txt/p335_202.txt
new file mode 100644
index 0000000000000000000000000000000000000000..23b916a2851bb43b2f630ae207bd9ae639dfd2ad
--- /dev/null
+++ b/trainset_56spk_txt/p335_202.txt
@@ -0,0 +1 @@
+I looked forward to it.
\ No newline at end of file
diff --git a/trainset_56spk_txt/p335_215.txt b/trainset_56spk_txt/p335_215.txt
new file mode 100644
index 0000000000000000000000000000000000000000..660b41b21c443fca889d5781aea914ae94d5de57
--- /dev/null
+++ b/trainset_56spk_txt/p335_215.txt
@@ -0,0 +1 @@
+Asylum is an entirely different issue to race.
\ No newline at end of file
diff --git a/trainset_56spk_txt/p335_247.txt b/trainset_56spk_txt/p335_247.txt
new file mode 100644
index 0000000000000000000000000000000000000000..4a7eb027793063349ff9e72085dcc6c092ce07d9
--- /dev/null
+++ b/trainset_56spk_txt/p335_247.txt
@@ -0,0 +1 @@
+It needs to be sorted out by Easter.
\ No newline at end of file
diff --git a/trainset_56spk_txt/p335_379.txt b/trainset_56spk_txt/p335_379.txt
new file mode 100644
index 0000000000000000000000000000000000000000..37325b659948431973bb7a931a52a3d563590db0
--- /dev/null
+++ b/trainset_56spk_txt/p335_379.txt
@@ -0,0 +1 @@
+There's no support for it at all.
\ No newline at end of file
diff --git a/trainset_56spk_txt/p336_044.txt b/trainset_56spk_txt/p336_044.txt
new file mode 100644
index 0000000000000000000000000000000000000000..a9ed3865ba48ff468be8c456efb52770d23c9b46
--- /dev/null
+++ b/trainset_56spk_txt/p336_044.txt
@@ -0,0 +1 @@
+This isn't a new problem.
\ No newline at end of file
diff --git a/trainset_56spk_txt/p339_260.txt b/trainset_56spk_txt/p339_260.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e28c10d850d4971e93580b1005ca9fdabafbac5b
--- /dev/null
+++ b/trainset_56spk_txt/p339_260.txt
@@ -0,0 +1 @@
+It was an amazing experience.
\ No newline at end of file
diff --git a/trainset_56spk_txt/p341_024.txt b/trainset_56spk_txt/p341_024.txt
new file mode 100644
index 0000000000000000000000000000000000000000..0a1a760e696385e3a4f10c6b6546862d19ab2141
--- /dev/null
+++ b/trainset_56spk_txt/p341_024.txt
@@ -0,0 +1 @@
+This is a very common type of bow, one showing mainly red and yellow, with little or no green or blue.
\ No newline at end of file
diff --git a/trainset_56spk_txt/p341_032.txt b/trainset_56spk_txt/p341_032.txt
new file mode 100644
index 0000000000000000000000000000000000000000..5d798e0cbc05c2a460a5fedaa3dffaadc5dd0f44
--- /dev/null
+++ b/trainset_56spk_txt/p341_032.txt
@@ -0,0 +1 @@
+It has moved on in the last week.
\ No newline at end of file
diff --git a/trainset_56spk_txt/p345_041.txt b/trainset_56spk_txt/p345_041.txt
new file mode 100644
index 0000000000000000000000000000000000000000..83492b04db22374b09ec7d25ec4221c6b39f8b5e
--- /dev/null
+++ b/trainset_56spk_txt/p345_041.txt
@@ -0,0 +1 @@
+You've got to be vigilant.
\ No newline at end of file
diff --git a/trainset_56spk_txt/p347_032.txt b/trainset_56spk_txt/p347_032.txt
new file mode 100644
index 0000000000000000000000000000000000000000..684801d586cb5d7bccdf3fbc89ff650f85e810c5
--- /dev/null
+++ b/trainset_56spk_txt/p347_032.txt
@@ -0,0 +1 @@
+It's a policy which has worked for us.
\ No newline at end of file
diff --git a/trainset_56spk_txt/p347_343.txt b/trainset_56spk_txt/p347_343.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e1ad45047091a8c3636be759b41c400b31fd5915
--- /dev/null
+++ b/trainset_56spk_txt/p347_343.txt
@@ -0,0 +1 @@
+Government must recognise the problems of Aberdeen.
\ No newline at end of file
diff --git a/trainset_56spk_txt/p351_017.txt b/trainset_56spk_txt/p351_017.txt
new file mode 100644
index 0000000000000000000000000000000000000000..8029f42ccb50c7fa76895122ea39125671116384
--- /dev/null
+++ b/trainset_56spk_txt/p351_017.txt
@@ -0,0 +1 @@
+Others have tried to explain the phenomenon physically.
\ No newline at end of file
diff --git a/trainset_56spk_txt/p351_086.txt b/trainset_56spk_txt/p351_086.txt
new file mode 100644
index 0000000000000000000000000000000000000000..97b837b4d4c30b41f0da6cd7fbd5bcf123bee68e
--- /dev/null
+++ b/trainset_56spk_txt/p351_086.txt
@@ -0,0 +1 @@
+Friday night was a pretty good night.
\ No newline at end of file
diff --git a/trainset_56spk_txt/p351_382.txt b/trainset_56spk_txt/p351_382.txt
new file mode 100644
index 0000000000000000000000000000000000000000..9e6a5e2d26e390db0612c41120ced60ed6721dd3
--- /dev/null
+++ b/trainset_56spk_txt/p351_382.txt
@@ -0,0 +1 @@
+They were just too good for us.
\ No newline at end of file
diff --git a/trainset_56spk_txt/p360_351.txt b/trainset_56spk_txt/p360_351.txt
new file mode 100644
index 0000000000000000000000000000000000000000..796fe35ade7b05f552d0747805f3bb754bbcf4bd
--- /dev/null
+++ b/trainset_56spk_txt/p360_351.txt
@@ -0,0 +1 @@
+The most important thing was to win today.
\ No newline at end of file
diff --git a/trainset_56spk_txt/p361_119.txt b/trainset_56spk_txt/p361_119.txt
new file mode 100644
index 0000000000000000000000000000000000000000..18f1f184ec4fe8c4d4821c7338c37a1de22aa3ec
--- /dev/null
+++ b/trainset_56spk_txt/p361_119.txt
@@ -0,0 +1 @@
+Cost is a factor, but not the only one.
\ No newline at end of file
diff --git a/trainset_56spk_txt/p361_317.txt b/trainset_56spk_txt/p361_317.txt
new file mode 100644
index 0000000000000000000000000000000000000000..869e2166640ee99a24b1b8ccdadcf5bf46a987ad
--- /dev/null
+++ b/trainset_56spk_txt/p361_317.txt
@@ -0,0 +1 @@
+The concerns were unfounded.
\ No newline at end of file
diff --git a/trainset_56spk_txt/p363_007.txt b/trainset_56spk_txt/p363_007.txt
new file mode 100644
index 0000000000000000000000000000000000000000..637ce8d757e28b56034b7d5a4fc5f11cf801ef1d
--- /dev/null
+++ b/trainset_56spk_txt/p363_007.txt
@@ -0,0 +1 @@
+The rainbow is a division of white light into many beautiful colors.
\ No newline at end of file
diff --git a/trainset_56spk_txt/p374_057.txt b/trainset_56spk_txt/p374_057.txt
new file mode 100644
index 0000000000000000000000000000000000000000..8074d15bfb43370dbdcee06938e7a7a6428e700e
--- /dev/null
+++ b/trainset_56spk_txt/p374_057.txt
@@ -0,0 +1 @@
+It is simple, really.
\ No newline at end of file
diff --git a/trainset_56spk_txt/p374_145.txt b/trainset_56spk_txt/p374_145.txt
new file mode 100644
index 0000000000000000000000000000000000000000..24940bb43100a0ea14ddeca5a4d1ae8c03ef38f6
--- /dev/null
+++ b/trainset_56spk_txt/p374_145.txt
@@ -0,0 +1 @@
+Why is this?
\ No newline at end of file
diff --git a/trainset_56spk_txt/p374_227.txt b/trainset_56spk_txt/p374_227.txt
new file mode 100644
index 0000000000000000000000000000000000000000..8f82a3f66e339932489a8c4ee26490612fc78a47
--- /dev/null
+++ b/trainset_56spk_txt/p374_227.txt
@@ -0,0 +1 @@
+He is doing just that.
\ No newline at end of file