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--- /dev/null
+++ b/noisy_trainset_56spk_wav/p234_232.wav
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:5fe407d40e6bf04d9be6d4eb23d40ce584d86f8d04bfdccf6a685a99c259daf9
+size 208988
diff --git a/noisy_trainset_56spk_wav/p234_339.wav b/noisy_trainset_56spk_wav/p234_339.wav
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--- /dev/null
+++ b/noisy_trainset_56spk_wav/p234_339.wav
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:3079c1b1552c8ff46867738706eb81c2b9cbf36a2ec113e95929b7f4b3d767c7
+size 264738
diff --git a/noisy_trainset_56spk_wav/p265_237.wav b/noisy_trainset_56spk_wav/p265_237.wav
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--- /dev/null
+++ b/noisy_trainset_56spk_wav/p265_237.wav
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:5d98f2de3e8ab4902e448f5d04f614ac4ede6f83620a81c9374502d20bacaa90
+size 484614
diff --git a/noisy_trainset_56spk_wav/p281_016.wav b/noisy_trainset_56spk_wav/p281_016.wav
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+++ b/noisy_trainset_56spk_wav/p281_016.wav
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:104b9e0e8bc9e479ac0ed172960b5d0972229b54b102a5d6364da97366394b7a
+size 630004
diff --git a/noisy_trainset_56spk_wav/p333_283.wav b/noisy_trainset_56spk_wav/p333_283.wav
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+++ b/noisy_trainset_56spk_wav/p333_283.wav
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:c5ad0d5bcbd566bb47596d7dd65f0a1ee6879c05a29097e21852d216a137a9f6
+size 290960
diff --git a/noisy_trainset_56spk_wav/p361_196.wav b/noisy_trainset_56spk_wav/p361_196.wav
new file mode 100644
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--- /dev/null
+++ b/noisy_trainset_56spk_wav/p361_196.wav
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:3c5500c43d37b22d34753b41a140b7597ce8e2aa8caaf70441d1eadc817cec98
+size 176256
diff --git a/trainset_56spk_txt/p237_059.txt b/trainset_56spk_txt/p237_059.txt
new file mode 100644
index 0000000000000000000000000000000000000000..519a9e2b344d3f51919bc012f53d0d38d4b7e077
--- /dev/null
+++ b/trainset_56spk_txt/p237_059.txt
@@ -0,0 +1 @@
+We were surprised to see the photograph.
diff --git a/trainset_56spk_txt/p237_268.txt b/trainset_56spk_txt/p237_268.txt
new file mode 100644
index 0000000000000000000000000000000000000000..6ae2b6fb42d1cbeae9447dc4e200cba7591ddea4
--- /dev/null
+++ b/trainset_56spk_txt/p237_268.txt
@@ -0,0 +1 @@
+That could be in place by next year.
diff --git a/trainset_56spk_txt/p246_194.txt b/trainset_56spk_txt/p246_194.txt
new file mode 100644
index 0000000000000000000000000000000000000000..763abddc8a83eac9caea67f2fb74860a49962c4f
--- /dev/null
+++ b/trainset_56spk_txt/p246_194.txt
@@ -0,0 +1 @@
+I would think about the end of January, the beginning of February.
diff --git a/trainset_56spk_txt/p247_344.txt b/trainset_56spk_txt/p247_344.txt
new file mode 100644
index 0000000000000000000000000000000000000000..b2bfb80332866d5d7351f19187ef778acf367ec1
--- /dev/null
+++ b/trainset_56spk_txt/p247_344.txt
@@ -0,0 +1 @@
+What are they for ?)
diff --git a/trainset_56spk_txt/p247_423.txt b/trainset_56spk_txt/p247_423.txt
new file mode 100644
index 0000000000000000000000000000000000000000..5330720f9a9defca2bd8d865e063d7d53683f1e7
--- /dev/null
+++ b/trainset_56spk_txt/p247_423.txt
@@ -0,0 +1 @@
+That's been all around Europe with me.)
diff --git a/trainset_56spk_txt/p248_272.txt b/trainset_56spk_txt/p248_272.txt
new file mode 100644
index 0000000000000000000000000000000000000000..2fa5287713d30d24526c3f646f8a15a58adfe5b0
--- /dev/null
+++ b/trainset_56spk_txt/p248_272.txt
@@ -0,0 +1 @@
+He's been here on numerous occasions.
diff --git a/trainset_56spk_txt/p249_069.txt b/trainset_56spk_txt/p249_069.txt
new file mode 100644
index 0000000000000000000000000000000000000000..cc0df988950de22714a75f5e3dddc84f957383f3
--- /dev/null
+++ b/trainset_56spk_txt/p249_069.txt
@@ -0,0 +1 @@
+There was a tremendous amount of anger and frustration in that music.
diff --git a/trainset_56spk_txt/p249_187.txt b/trainset_56spk_txt/p249_187.txt
new file mode 100644
index 0000000000000000000000000000000000000000..d9634915df40667ccf2f552621b887b4cbc249ea
--- /dev/null
+++ b/trainset_56spk_txt/p249_187.txt
@@ -0,0 +1 @@
+Everyone can be bought.
diff --git a/trainset_56spk_txt/p249_293.txt b/trainset_56spk_txt/p249_293.txt
new file mode 100644
index 0000000000000000000000000000000000000000..1c52ba31e463529656de5921367dd3b7560b0616
--- /dev/null
+++ b/trainset_56spk_txt/p249_293.txt
@@ -0,0 +1 @@
+Sunday's game was not a trial.
diff --git a/trainset_56spk_txt/p255_108.txt b/trainset_56spk_txt/p255_108.txt
new file mode 100644
index 0000000000000000000000000000000000000000..05349ee59016e0aacf10556adb0f188cfadf7151
--- /dev/null
+++ b/trainset_56spk_txt/p255_108.txt
@@ -0,0 +1 @@
+He was jailed for a year.
diff --git a/trainset_56spk_txt/p260_017.txt b/trainset_56spk_txt/p260_017.txt
new file mode 100644
index 0000000000000000000000000000000000000000..3152a2eb5801666033ff3f68c538cbb32cc46464
--- /dev/null
+++ b/trainset_56spk_txt/p260_017.txt
@@ -0,0 +1 @@
+Others have tried to explain the phenomenon physically. 
diff --git a/trainset_56spk_txt/p264_207.txt b/trainset_56spk_txt/p264_207.txt
new file mode 100644
index 0000000000000000000000000000000000000000..6b9464d5b1f8ae18f55904da939f54067cf0d4e4
--- /dev/null
+++ b/trainset_56spk_txt/p264_207.txt
@@ -0,0 +1 @@
+Both leaders were joined by senior party figures.)
diff --git a/trainset_56spk_txt/p271_244.txt b/trainset_56spk_txt/p271_244.txt
new file mode 100644
index 0000000000000000000000000000000000000000..1ec530c4439d56dee22f1d10bd5ea8b0aca821c4
--- /dev/null
+++ b/trainset_56spk_txt/p271_244.txt
@@ -0,0 +1 @@
+On the ground, the West Bank was again the focus of violence.
diff --git a/trainset_56spk_txt/p271_448.txt b/trainset_56spk_txt/p271_448.txt
new file mode 100644
index 0000000000000000000000000000000000000000..1a49728ef5b712daf121de7c485198864aa4b1e7
--- /dev/null
+++ b/trainset_56spk_txt/p271_448.txt
@@ -0,0 +1 @@
+We are certainly moving in the right direction as a club.
diff --git a/trainset_56spk_txt/p272_031.txt b/trainset_56spk_txt/p272_031.txt
new file mode 100644
index 0000000000000000000000000000000000000000..4333b45a66fe1d6d2386b27b37d7688fd3be912e
--- /dev/null
+++ b/trainset_56spk_txt/p272_031.txt
@@ -0,0 +1 @@
+This is the window.
diff --git a/trainset_56spk_txt/p272_287.txt b/trainset_56spk_txt/p272_287.txt
new file mode 100644
index 0000000000000000000000000000000000000000..4e907c69e259d27ddda6e2e014a284ab5e87db54
--- /dev/null
+++ b/trainset_56spk_txt/p272_287.txt
@@ -0,0 +1 @@
+There's a pause.
diff --git a/trainset_56spk_txt/p275_060.txt b/trainset_56spk_txt/p275_060.txt
new file mode 100644
index 0000000000000000000000000000000000000000..62758b267241a90a008b9e840671219035e63f14
--- /dev/null
+++ b/trainset_56spk_txt/p275_060.txt
@@ -0,0 +1 @@
+It's good news and long overdue.
diff --git a/trainset_56spk_txt/p275_080.txt b/trainset_56spk_txt/p275_080.txt
new file mode 100644
index 0000000000000000000000000000000000000000..174d29187f815b58b68b51638cd5f707ce99605d
--- /dev/null
+++ b/trainset_56spk_txt/p275_080.txt
@@ -0,0 +1 @@
+He is driven.
diff --git a/trainset_56spk_txt/p275_367.txt b/trainset_56spk_txt/p275_367.txt
new file mode 100644
index 0000000000000000000000000000000000000000..465b2659a2a8e7013ede8e576678021b4ea0cd7d
--- /dev/null
+++ b/trainset_56spk_txt/p275_367.txt
@@ -0,0 +1 @@
+It took about an hour for the gas to clear.
diff --git a/trainset_56spk_txt/p281_079.txt b/trainset_56spk_txt/p281_079.txt
new file mode 100644
index 0000000000000000000000000000000000000000..84cbfebaa79bda355ddfad6f4b39ce886c38a86b
--- /dev/null
+++ b/trainset_56spk_txt/p281_079.txt
@@ -0,0 +1 @@
+Mini rugby is a great thing.
diff --git a/trainset_56spk_txt/p281_375.txt b/trainset_56spk_txt/p281_375.txt
new file mode 100644
index 0000000000000000000000000000000000000000..f9b99c9ead889f432ad831e004685fb94083f564
--- /dev/null
+++ b/trainset_56spk_txt/p281_375.txt
@@ -0,0 +1 @@
+There was a thing in front of the camera.
diff --git a/trainset_56spk_txt/p284_156.txt b/trainset_56spk_txt/p284_156.txt
new file mode 100644
index 0000000000000000000000000000000000000000..d8700254559bc2c1054ecfec4cd7392aa24ee972
--- /dev/null
+++ b/trainset_56spk_txt/p284_156.txt
@@ -0,0 +1 @@
+The whole of southern Africa is in the grip of Aids.
diff --git a/trainset_56spk_txt/p284_272.txt b/trainset_56spk_txt/p284_272.txt
new file mode 100644
index 0000000000000000000000000000000000000000..aca3845052e211d546e2af8561abb5ff07c63d01
--- /dev/null
+++ b/trainset_56spk_txt/p284_272.txt
@@ -0,0 +1 @@
+She looked so young.
diff --git a/trainset_56spk_txt/p292_399.txt b/trainset_56spk_txt/p292_399.txt
new file mode 100644
index 0000000000000000000000000000000000000000..71466bb909e33fb3c712b1cbd608d0d1bf4e4dc7
--- /dev/null
+++ b/trainset_56spk_txt/p292_399.txt
@@ -0,0 +1 @@
+It is surprising to come back this way.
\ No newline at end of file
diff --git a/trainset_56spk_txt/p293_218.txt b/trainset_56spk_txt/p293_218.txt
new file mode 100644
index 0000000000000000000000000000000000000000..12abe52f2f88133dcdb8f9f674b8a16819e2a786
--- /dev/null
+++ b/trainset_56spk_txt/p293_218.txt
@@ -0,0 +1 @@
+The salary changes are long overdue.
\ No newline at end of file
diff --git a/trainset_56spk_txt/p295_019.txt b/trainset_56spk_txt/p295_019.txt
new file mode 100644
index 0000000000000000000000000000000000000000..b62c81243b1351d252cb052c8cb7db26a2a0bfb9
--- /dev/null
+++ b/trainset_56spk_txt/p295_019.txt
@@ -0,0 +1 @@
+Since then physicists have found that it is not reflection, but refraction by the raindrops which causes the rainbows.
\ No newline at end of file
diff --git a/trainset_56spk_txt/p295_244.txt b/trainset_56spk_txt/p295_244.txt
new file mode 100644
index 0000000000000000000000000000000000000000..fa32861c68c44d10373839598d64c2c17bea07c5
--- /dev/null
+++ b/trainset_56spk_txt/p295_244.txt
@@ -0,0 +1 @@
+It was a Budget for jobs for Scotland.
\ No newline at end of file
diff --git a/trainset_56spk_txt/p298_147.txt b/trainset_56spk_txt/p298_147.txt
new file mode 100644
index 0000000000000000000000000000000000000000..af3e7f573765b6a989778f76ac5ffc19b5eeddfa
--- /dev/null
+++ b/trainset_56spk_txt/p298_147.txt
@@ -0,0 +1 @@
+I always knew she was funny.
\ No newline at end of file
diff --git a/trainset_56spk_txt/p298_170.txt b/trainset_56spk_txt/p298_170.txt
new file mode 100644
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--- /dev/null
+++ b/trainset_56spk_txt/p298_170.txt
@@ -0,0 +1 @@
+That, in our view, is an important decision.
\ No newline at end of file
diff --git a/trainset_56spk_txt/p298_304.txt b/trainset_56spk_txt/p298_304.txt
new file mode 100644
index 0000000000000000000000000000000000000000..2de338e9c1c238aa90c305437e1b1293a9703f7f
--- /dev/null
+++ b/trainset_56spk_txt/p298_304.txt
@@ -0,0 +1 @@
+Andrew McLellan is no exception.
\ No newline at end of file
diff --git a/trainset_56spk_txt/p299_108.txt b/trainset_56spk_txt/p299_108.txt
new file mode 100644
index 0000000000000000000000000000000000000000..c6c6b42119a19869476da0b242d6ef73ec9d6c17
--- /dev/null
+++ b/trainset_56spk_txt/p299_108.txt
@@ -0,0 +1 @@
+He has one son and one daughter.
\ No newline at end of file
diff --git a/trainset_56spk_txt/p303_102.txt b/trainset_56spk_txt/p303_102.txt
new file mode 100644
index 0000000000000000000000000000000000000000..f75fcf12ef081fd62e153c1a958932006559905e
--- /dev/null
+++ b/trainset_56spk_txt/p303_102.txt
@@ -0,0 +1 @@
+Next league matches, Dundee United - Kilmarnock.
\ No newline at end of file
diff --git a/trainset_56spk_txt/p304_096.txt b/trainset_56spk_txt/p304_096.txt
new file mode 100644
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--- /dev/null
+++ b/trainset_56spk_txt/p304_096.txt
@@ -0,0 +1 @@
+We will look into it.
\ No newline at end of file
diff --git a/trainset_56spk_txt/p304_113.txt b/trainset_56spk_txt/p304_113.txt
new file mode 100644
index 0000000000000000000000000000000000000000..eb4f79173814a2dba060b940560c5930de0b17a2
--- /dev/null
+++ b/trainset_56spk_txt/p304_113.txt
@@ -0,0 +1 @@
+Part of the complex is historic.
\ No newline at end of file
diff --git a/trainset_56spk_txt/p304_122.txt b/trainset_56spk_txt/p304_122.txt
new file mode 100644
index 0000000000000000000000000000000000000000..ba8870c59c9d8580bf9b35cd48d78d311ed41be9
--- /dev/null
+++ b/trainset_56spk_txt/p304_122.txt
@@ -0,0 +1 @@
+We are taking the back seat on this.
\ No newline at end of file
diff --git a/trainset_56spk_txt/p304_217.txt b/trainset_56spk_txt/p304_217.txt
new file mode 100644
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--- /dev/null
+++ b/trainset_56spk_txt/p304_217.txt
@@ -0,0 +1 @@
+Such actions are rarely popular.
\ No newline at end of file
diff --git a/trainset_56spk_txt/p304_237.txt b/trainset_56spk_txt/p304_237.txt
new file mode 100644
index 0000000000000000000000000000000000000000..a2edc5c1f4dc89300a07f326494051400f4f7d73
--- /dev/null
+++ b/trainset_56spk_txt/p304_237.txt
@@ -0,0 +1 @@
+Offered the gold medal, he declined.
\ No newline at end of file
diff --git a/trainset_56spk_txt/p305_056.txt b/trainset_56spk_txt/p305_056.txt
new file mode 100644
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--- /dev/null
+++ b/trainset_56spk_txt/p305_056.txt
@@ -0,0 +1 @@
+Ten years on, that advice is beginning to pay dividends.
\ No newline at end of file
diff --git a/trainset_56spk_txt/p305_160.txt b/trainset_56spk_txt/p305_160.txt
new file mode 100644
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--- /dev/null
+++ b/trainset_56spk_txt/p305_160.txt
@@ -0,0 +1 @@
+Hopefully, now we're getting it.
\ No newline at end of file
diff --git a/trainset_56spk_txt/p305_363.txt b/trainset_56spk_txt/p305_363.txt
new file mode 100644
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--- /dev/null
+++ b/trainset_56spk_txt/p305_363.txt
@@ -0,0 +1 @@
+It's the curse of our time, irony.
\ No newline at end of file
diff --git a/trainset_56spk_txt/p307_038.txt b/trainset_56spk_txt/p307_038.txt
new file mode 100644
index 0000000000000000000000000000000000000000..28f02a316b73fcad2be2e3ad13a6dcf12f2d07ac
--- /dev/null
+++ b/trainset_56spk_txt/p307_038.txt
@@ -0,0 +1 @@
+That respect is missing in the Netherlands.
\ No newline at end of file
diff --git a/trainset_56spk_txt/p307_134.txt b/trainset_56spk_txt/p307_134.txt
new file mode 100644
index 0000000000000000000000000000000000000000..cf783af9002bb1b3998e50b3dd7889235ece837c
--- /dev/null
+++ b/trainset_56spk_txt/p307_134.txt
@@ -0,0 +1 @@
+No-one, however, was complacent about the size of the task.
\ No newline at end of file
diff --git a/trainset_56spk_txt/p308_033.txt b/trainset_56spk_txt/p308_033.txt
new file mode 100644
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--- /dev/null
+++ b/trainset_56spk_txt/p308_033.txt
@@ -0,0 +1 @@
+I've taken to the hills.
\ No newline at end of file
diff --git a/trainset_56spk_txt/p308_245.txt b/trainset_56spk_txt/p308_245.txt
new file mode 100644
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--- /dev/null
+++ b/trainset_56spk_txt/p308_245.txt
@@ -0,0 +1 @@
+Mr Miller is married with three children.
\ No newline at end of file
diff --git a/trainset_56spk_txt/p310_051.txt b/trainset_56spk_txt/p310_051.txt
new file mode 100644
index 0000000000000000000000000000000000000000..2181a989da2a901d2ff192dae05829084fd6091e
--- /dev/null
+++ b/trainset_56spk_txt/p310_051.txt
@@ -0,0 +1 @@
+Lothian and Borders police are appealing for witnesses.
\ No newline at end of file
diff --git a/trainset_56spk_txt/p310_212.txt b/trainset_56spk_txt/p310_212.txt
new file mode 100644
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--- /dev/null
+++ b/trainset_56spk_txt/p310_212.txt
@@ -0,0 +1 @@
+Just see where the blood is coming from.
\ No newline at end of file
diff --git a/trainset_56spk_txt/p310_390.txt b/trainset_56spk_txt/p310_390.txt
new file mode 100644
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--- /dev/null
+++ b/trainset_56spk_txt/p310_390.txt
@@ -0,0 +1 @@
+I didn't actually believe them at first.
\ No newline at end of file
diff --git a/trainset_56spk_txt/p312_203.txt b/trainset_56spk_txt/p312_203.txt
new file mode 100644
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--- /dev/null
+++ b/trainset_56spk_txt/p312_203.txt
@@ -0,0 +1 @@
+That, he claimed, was essential.
\ No newline at end of file
diff --git a/trainset_56spk_txt/p313_190.txt b/trainset_56spk_txt/p313_190.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e97ff6448086a13a91067ea80693dacea5a1ed76
--- /dev/null
+++ b/trainset_56spk_txt/p313_190.txt
@@ -0,0 +1 @@
+Patients will be partners in decision making.
\ No newline at end of file
diff --git a/trainset_56spk_txt/p314_077.txt b/trainset_56spk_txt/p314_077.txt
new file mode 100644
index 0000000000000000000000000000000000000000..dc4ac6eac5a6077b2a63684282dfccfa05490da7
--- /dev/null
+++ b/trainset_56spk_txt/p314_077.txt
@@ -0,0 +1 @@
+If you don't enforce it, you bring it into disrepute.
\ No newline at end of file
diff --git a/trainset_56spk_txt/p314_144.txt b/trainset_56spk_txt/p314_144.txt
new file mode 100644
index 0000000000000000000000000000000000000000..2d931fbdbf722f4c275ae3e44ff91e982164096d
--- /dev/null
+++ b/trainset_56spk_txt/p314_144.txt
@@ -0,0 +1 @@
+Scotland has been caught in the crossfire.
\ No newline at end of file
diff --git a/trainset_56spk_txt/p316_038.txt b/trainset_56spk_txt/p316_038.txt
new file mode 100644
index 0000000000000000000000000000000000000000..a73b55232c5948a6bdddfefdd89dbf43d6f954ea
--- /dev/null
+++ b/trainset_56spk_txt/p316_038.txt
@@ -0,0 +1 @@
+What a week he has had.
\ No newline at end of file
diff --git a/trainset_56spk_txt/p323_019.txt b/trainset_56spk_txt/p323_019.txt
new file mode 100644
index 0000000000000000000000000000000000000000..b62c81243b1351d252cb052c8cb7db26a2a0bfb9
--- /dev/null
+++ b/trainset_56spk_txt/p323_019.txt
@@ -0,0 +1 @@
+Since then physicists have found that it is not reflection, but refraction by the raindrops which causes the rainbows.
\ No newline at end of file
diff --git a/trainset_56spk_txt/p323_392.txt b/trainset_56spk_txt/p323_392.txt
new file mode 100644
index 0000000000000000000000000000000000000000..c2353bc1ae9f21e9921a9f5f208ab37680545940
--- /dev/null
+++ b/trainset_56spk_txt/p323_392.txt
@@ -0,0 +1 @@
+This does not create any precedent.
\ No newline at end of file
diff --git a/trainset_56spk_txt/p334_065.txt b/trainset_56spk_txt/p334_065.txt
new file mode 100644
index 0000000000000000000000000000000000000000..97a61149e157934229e634b9458ef6575ca49e2b
--- /dev/null
+++ b/trainset_56spk_txt/p334_065.txt
@@ -0,0 +1 @@
+He is firm but inclusive and very fair.
\ No newline at end of file
diff --git a/trainset_56spk_txt/p334_162.txt b/trainset_56spk_txt/p334_162.txt
new file mode 100644
index 0000000000000000000000000000000000000000..390e60ce7c9a0b56c2694207cdd357b51d6700ec
--- /dev/null
+++ b/trainset_56spk_txt/p334_162.txt
@@ -0,0 +1 @@
+But he was a full, working member of our staff.
\ No newline at end of file
diff --git a/trainset_56spk_txt/p336_109.txt b/trainset_56spk_txt/p336_109.txt
new file mode 100644
index 0000000000000000000000000000000000000000..afebe961011ee3fdadf88ea57d60992080dceb05
--- /dev/null
+++ b/trainset_56spk_txt/p336_109.txt
@@ -0,0 +1 @@
+I want to keep playing.
\ No newline at end of file
diff --git a/trainset_56spk_txt/p336_144.txt b/trainset_56spk_txt/p336_144.txt
new file mode 100644
index 0000000000000000000000000000000000000000..26e969024717d28e7495656f6f864bc958cd5c01
--- /dev/null
+++ b/trainset_56spk_txt/p336_144.txt
@@ -0,0 +1 @@
+He's got me very well.
\ No newline at end of file
diff --git a/trainset_56spk_txt/p336_145.txt b/trainset_56spk_txt/p336_145.txt
new file mode 100644
index 0000000000000000000000000000000000000000..ea27c48796da72615065560307225e5d3b11af39
--- /dev/null
+++ b/trainset_56spk_txt/p336_145.txt
@@ -0,0 +1 @@
+He has been banned from the Salmon Inn.
\ No newline at end of file
diff --git a/trainset_56spk_txt/p336_230.txt b/trainset_56spk_txt/p336_230.txt
new file mode 100644
index 0000000000000000000000000000000000000000..2f98825ba75ce20dcc92373fab6577dca583d0f4
--- /dev/null
+++ b/trainset_56spk_txt/p336_230.txt
@@ -0,0 +1 @@
+I wish him well for the future.
\ No newline at end of file
diff --git a/trainset_56spk_txt/p341_074.txt b/trainset_56spk_txt/p341_074.txt
new file mode 100644
index 0000000000000000000000000000000000000000..43c790a8e5af165a31d225e183a05bb211844c54
--- /dev/null
+++ b/trainset_56spk_txt/p341_074.txt
@@ -0,0 +1 @@
+The feeling is awesome.
\ No newline at end of file
diff --git a/trainset_56spk_txt/p341_106.txt b/trainset_56spk_txt/p341_106.txt
new file mode 100644
index 0000000000000000000000000000000000000000..2e266dd42241b4b7e8f4cd02f32e0adfa1a1af6f
--- /dev/null
+++ b/trainset_56spk_txt/p341_106.txt
@@ -0,0 +1 @@
+The website is now being amended.
\ No newline at end of file
diff --git a/trainset_56spk_txt/p343_021.txt b/trainset_56spk_txt/p343_021.txt
new file mode 100644
index 0000000000000000000000000000000000000000..218a3af2ee4ab2326a2d35e4ffece315e62af70d
--- /dev/null
+++ b/trainset_56spk_txt/p343_021.txt
@@ -0,0 +1 @@
+The difference in the rainbow depends considerably upon the size of the drops, and the width of the colored band increases as the size of the drops increases.
\ No newline at end of file
diff --git a/trainset_56spk_txt/p343_261.txt b/trainset_56spk_txt/p343_261.txt
new file mode 100644
index 0000000000000000000000000000000000000000..b9cccbfdf0e1d315d9f7b1f8162cc4f1f4a0dfed
--- /dev/null
+++ b/trainset_56spk_txt/p343_261.txt
@@ -0,0 +1 @@
+It would have been very easily done.
\ No newline at end of file
diff --git a/trainset_56spk_txt/p347_126.txt b/trainset_56spk_txt/p347_126.txt
new file mode 100644
index 0000000000000000000000000000000000000000..6b273ef49f0e9868c3708527272c0ee50482248c
--- /dev/null
+++ b/trainset_56spk_txt/p347_126.txt
@@ -0,0 +1 @@
+We are in the business of selling tickets.
\ No newline at end of file
diff --git a/trainset_56spk_txt/p347_219.txt b/trainset_56spk_txt/p347_219.txt
new file mode 100644
index 0000000000000000000000000000000000000000..693ac8bf7f2540675695722341ca3bd0dbb18771
--- /dev/null
+++ b/trainset_56spk_txt/p347_219.txt
@@ -0,0 +1 @@
+Two and a half million people have died.
\ No newline at end of file
diff --git a/trainset_56spk_txt/p347_306.txt b/trainset_56spk_txt/p347_306.txt
new file mode 100644
index 0000000000000000000000000000000000000000..4f27909ece8187f90b60be6f63468ce0bdc0fba8
--- /dev/null
+++ b/trainset_56spk_txt/p347_306.txt
@@ -0,0 +1 @@
+And we were right.
\ No newline at end of file
diff --git a/trainset_56spk_txt/p351_054.txt b/trainset_56spk_txt/p351_054.txt
new file mode 100644
index 0000000000000000000000000000000000000000..208d427e46789c48b08991eb5c2e25ca3499d91a
--- /dev/null
+++ b/trainset_56spk_txt/p351_054.txt
@@ -0,0 +1 @@
+We could not compete with Rangers.
\ No newline at end of file
diff --git a/trainset_56spk_txt/p360_199.txt b/trainset_56spk_txt/p360_199.txt
new file mode 100644
index 0000000000000000000000000000000000000000..32d1e1600d045a842af99b956ec34654205f5dd9
--- /dev/null
+++ b/trainset_56spk_txt/p360_199.txt
@@ -0,0 +1 @@
+They are protesting, but they know it cannot go on.
\ No newline at end of file
diff --git a/trainset_56spk_txt/p361_174.txt b/trainset_56spk_txt/p361_174.txt
new file mode 100644
index 0000000000000000000000000000000000000000..0eaf2f34bf36669a4ce33219086aeaae96a28efc
--- /dev/null
+++ b/trainset_56spk_txt/p361_174.txt
@@ -0,0 +1 @@
+The quality of life is difficult for them.
\ No newline at end of file
diff --git a/trainset_56spk_txt/p363_188.txt b/trainset_56spk_txt/p363_188.txt
new file mode 100644
index 0000000000000000000000000000000000000000..3733151bb25d04603e529e72d4c39cf882cab115
--- /dev/null
+++ b/trainset_56spk_txt/p363_188.txt
@@ -0,0 +1 @@
+THERE's only one word for it.
\ No newline at end of file
diff --git a/trainset_56spk_txt/p364_179.txt b/trainset_56spk_txt/p364_179.txt
new file mode 100644
index 0000000000000000000000000000000000000000..42c11c9d0e69c61965e05aff458bee56fb220967
--- /dev/null
+++ b/trainset_56spk_txt/p364_179.txt
@@ -0,0 +1 @@
+But he did not rule out further talks.
\ No newline at end of file
diff --git a/trainset_56spk_txt/p374_106.txt b/trainset_56spk_txt/p374_106.txt
new file mode 100644
index 0000000000000000000000000000000000000000..b8b4c936844952e6c60581893699403cbe024543
--- /dev/null
+++ b/trainset_56spk_txt/p374_106.txt
@@ -0,0 +1 @@
+Let that be their memorial.
\ No newline at end of file
diff --git a/trainset_56spk_txt/p374_278.txt b/trainset_56spk_txt/p374_278.txt
new file mode 100644
index 0000000000000000000000000000000000000000..4e689907e15c145a449bef055aa94dfab957943c
--- /dev/null
+++ b/trainset_56spk_txt/p374_278.txt
@@ -0,0 +1 @@
+At the end of the day, two men have been shot.
\ No newline at end of file
diff --git a/trainset_56spk_txt/p374_285.txt b/trainset_56spk_txt/p374_285.txt
new file mode 100644
index 0000000000000000000000000000000000000000..6a1d0edc4fd131da67b797a5d87af3d040069a08
--- /dev/null
+++ b/trainset_56spk_txt/p374_285.txt
@@ -0,0 +1 @@
+Later we discovered it was a hoax.
\ No newline at end of file