diff --git a/noisy_trainset_56spk_wav/p237_208.wav b/noisy_trainset_56spk_wav/p237_208.wav
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--- /dev/null
+++ b/noisy_trainset_56spk_wav/p237_208.wav
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:0093376453fa682e1e15aa99648ed755db4c894400e91fc7e568905a092aaec4
+size 347564
diff --git a/noisy_trainset_56spk_wav/p251_053.wav b/noisy_trainset_56spk_wav/p251_053.wav
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--- /dev/null
+++ b/noisy_trainset_56spk_wav/p251_053.wav
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:fe57c1c9bc39ae3c63e5706e1e263e169714bed18ffef0589cd5df20e27e79a8
+size 254158
diff --git a/noisy_trainset_56spk_wav/p284_267.wav b/noisy_trainset_56spk_wav/p284_267.wav
new file mode 100644
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--- /dev/null
+++ b/noisy_trainset_56spk_wav/p284_267.wav
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:51d06a77ffe3136237cdf982ef7f266195e60a5ecb8a36944039396aa74fda92
+size 231422
diff --git a/trainset_56spk_txt/p234_273.txt b/trainset_56spk_txt/p234_273.txt
new file mode 100644
index 0000000000000000000000000000000000000000..9807bfa7c5274170f9c55737f2dd4b5482e832e4
--- /dev/null
+++ b/trainset_56spk_txt/p234_273.txt
@@ -0,0 +1 @@
+Clearly, the stakes are high.
diff --git a/trainset_56spk_txt/p234_281.txt b/trainset_56spk_txt/p234_281.txt
new file mode 100644
index 0000000000000000000000000000000000000000..9a573f0043f8ff26f74584ab80003098e5071178
--- /dev/null
+++ b/trainset_56spk_txt/p234_281.txt
@@ -0,0 +1 @@
+I had to be into it.
diff --git a/trainset_56spk_txt/p237_334.txt b/trainset_56spk_txt/p237_334.txt
new file mode 100644
index 0000000000000000000000000000000000000000..f6382d644b14c7c9600aae101ad128f8fa4a6be4
--- /dev/null
+++ b/trainset_56spk_txt/p237_334.txt
@@ -0,0 +1 @@
+I saw some good things.
diff --git a/trainset_56spk_txt/p245_073.txt b/trainset_56spk_txt/p245_073.txt
new file mode 100644
index 0000000000000000000000000000000000000000..52c3dfc5a62b04f64f246edf0b276254db99ab43
--- /dev/null
+++ b/trainset_56spk_txt/p245_073.txt
@@ -0,0 +1 @@
+This is the way things should be handled.
diff --git a/trainset_56spk_txt/p247_068.txt b/trainset_56spk_txt/p247_068.txt
new file mode 100644
index 0000000000000000000000000000000000000000..f204894f9bd9c3733c60d70b65f9070eba5dce5e
--- /dev/null
+++ b/trainset_56spk_txt/p247_068.txt
@@ -0,0 +1 @@
+The Farmer wants a new campaign.)
diff --git a/trainset_56spk_txt/p248_367.txt b/trainset_56spk_txt/p248_367.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e0d28ff06be6b24e6c6e175cc6182f93f2d4c027
--- /dev/null
+++ b/trainset_56spk_txt/p248_367.txt
@@ -0,0 +1 @@
+Well, the big day has arrived.
diff --git a/trainset_56spk_txt/p249_239.txt b/trainset_56spk_txt/p249_239.txt
new file mode 100644
index 0000000000000000000000000000000000000000..8fa932dab4544d379707462ef7327cf980ab6657
--- /dev/null
+++ b/trainset_56spk_txt/p249_239.txt
@@ -0,0 +1 @@
+Half of young people had had contact with the police.
diff --git a/trainset_56spk_txt/p249_249.txt b/trainset_56spk_txt/p249_249.txt
new file mode 100644
index 0000000000000000000000000000000000000000..3bec7f1da28a397b7b7d190d6ba2054ce1e7fbb3
--- /dev/null
+++ b/trainset_56spk_txt/p249_249.txt
@@ -0,0 +1 @@
+I should think so, too.
diff --git a/trainset_56spk_txt/p251_047.txt b/trainset_56spk_txt/p251_047.txt
new file mode 100644
index 0000000000000000000000000000000000000000..27adecf2f83cfad0b5f36bf6bb8cc37ec8b806de
--- /dev/null
+++ b/trainset_56spk_txt/p251_047.txt
@@ -0,0 +1 @@
+Hopefully, it will be built by next year.
diff --git a/trainset_56spk_txt/p251_289.txt b/trainset_56spk_txt/p251_289.txt
new file mode 100644
index 0000000000000000000000000000000000000000..13ffe1655fc96fbf13d9bc5daee7f88b2b829a7d
--- /dev/null
+++ b/trainset_56spk_txt/p251_289.txt
@@ -0,0 +1 @@
+We do not want any terrorist attacks on any Israeli civilians.
diff --git a/trainset_56spk_txt/p251_310.txt b/trainset_56spk_txt/p251_310.txt
new file mode 100644
index 0000000000000000000000000000000000000000..451dc9cdb16b41970ad1f29aee1569392d1e2661
--- /dev/null
+++ b/trainset_56spk_txt/p251_310.txt
@@ -0,0 +1 @@
+She said she could not believe that they had run away.
diff --git a/trainset_56spk_txt/p255_369.txt b/trainset_56spk_txt/p255_369.txt
new file mode 100644
index 0000000000000000000000000000000000000000..409faeb3d3e3124218db2adc61d09953e6ff7b07
--- /dev/null
+++ b/trainset_56spk_txt/p255_369.txt
@@ -0,0 +1 @@
+I decided to tell a bit of the story about myself.
diff --git a/trainset_56spk_txt/p255_379.txt b/trainset_56spk_txt/p255_379.txt
new file mode 100644
index 0000000000000000000000000000000000000000..6320ffa1b450bfff8df32bccd88968e0dd26eda5
--- /dev/null
+++ b/trainset_56spk_txt/p255_379.txt
@@ -0,0 +1 @@
+Hopefully, it will come from someone on our side.
diff --git a/trainset_56spk_txt/p260_105.txt b/trainset_56spk_txt/p260_105.txt
new file mode 100644
index 0000000000000000000000000000000000000000..479cde2179b373e142986055ac69c363743b4fd0
--- /dev/null
+++ b/trainset_56spk_txt/p260_105.txt
@@ -0,0 +1 @@
+Oil embargo endorsed.
diff --git a/trainset_56spk_txt/p263_362.txt b/trainset_56spk_txt/p263_362.txt
new file mode 100644
index 0000000000000000000000000000000000000000..d7038f9cc6aa74934ddf955ab2ea4d4419e544db
--- /dev/null
+++ b/trainset_56spk_txt/p263_362.txt
@@ -0,0 +1 @@
+That's as it should be.
diff --git a/trainset_56spk_txt/p265_332.txt b/trainset_56spk_txt/p265_332.txt
new file mode 100644
index 0000000000000000000000000000000000000000..4e827df4c144af47e06ffd87c81d7f866ac93c73
--- /dev/null
+++ b/trainset_56spk_txt/p265_332.txt
@@ -0,0 +1 @@
+The Scottish Parliament should set an example for Westminster to follow.
diff --git a/trainset_56spk_txt/p266_203.txt b/trainset_56spk_txt/p266_203.txt
new file mode 100644
index 0000000000000000000000000000000000000000..336f0aa4cc9a018fd58d6ce3bc037b2b327be83e
--- /dev/null
+++ b/trainset_56spk_txt/p266_203.txt
@@ -0,0 +1 @@
+He knows a lot.
diff --git a/trainset_56spk_txt/p266_263.txt b/trainset_56spk_txt/p266_263.txt
new file mode 100644
index 0000000000000000000000000000000000000000..86a5d61d7be166a729573a139cbaa2a6cbcedd09
--- /dev/null
+++ b/trainset_56spk_txt/p266_263.txt
@@ -0,0 +1 @@
+That review will look at management across the sector as a whole.
diff --git a/trainset_56spk_txt/p271_230.txt b/trainset_56spk_txt/p271_230.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e53828c15eb9aede981494bf3c444450e3402128
--- /dev/null
+++ b/trainset_56spk_txt/p271_230.txt
@@ -0,0 +1 @@
+It's not before time.
diff --git a/trainset_56spk_txt/p272_409.txt b/trainset_56spk_txt/p272_409.txt
new file mode 100644
index 0000000000000000000000000000000000000000..a0230e7583535e56cd75411ef6147bf7da09cf84
--- /dev/null
+++ b/trainset_56spk_txt/p272_409.txt
@@ -0,0 +1 @@
+But I felt it was important to introduce the element of tradition.
diff --git a/trainset_56spk_txt/p281_264.txt b/trainset_56spk_txt/p281_264.txt
new file mode 100644
index 0000000000000000000000000000000000000000..1edfc854f877ee9f29e0c749540bbc338798a4b1
--- /dev/null
+++ b/trainset_56spk_txt/p281_264.txt
@@ -0,0 +1 @@
+In the meantime, the fans would settle for a derby win.
diff --git a/trainset_56spk_txt/p283_243.txt b/trainset_56spk_txt/p283_243.txt
new file mode 100644
index 0000000000000000000000000000000000000000..284348c42a690bd3f687aa7b1f73859c8daada50
--- /dev/null
+++ b/trainset_56spk_txt/p283_243.txt
@@ -0,0 +1 @@
+I'm just a regular person.
diff --git a/trainset_56spk_txt/p283_446.txt b/trainset_56spk_txt/p283_446.txt
new file mode 100644
index 0000000000000000000000000000000000000000..4d90db0007a82cb98fc9739bd6ea9eec66751fb4
--- /dev/null
+++ b/trainset_56spk_txt/p283_446.txt
@@ -0,0 +1 @@
+Edinburgh, in fact, was not included in the survey.
diff --git a/trainset_56spk_txt/p284_002.txt b/trainset_56spk_txt/p284_002.txt
new file mode 100644
index 0000000000000000000000000000000000000000..36a1c4ae2168ba1928f502c1fe604a44c40da437
--- /dev/null
+++ b/trainset_56spk_txt/p284_002.txt
@@ -0,0 +1 @@
+Ask her to bring these things with her from the store.  
diff --git a/trainset_56spk_txt/p284_117.txt b/trainset_56spk_txt/p284_117.txt
new file mode 100644
index 0000000000000000000000000000000000000000..71f82b1767ac0133aa87fff8d858c14bded8d634
--- /dev/null
+++ b/trainset_56spk_txt/p284_117.txt
@@ -0,0 +1 @@
+It's also important that they are not seen as a soft option.
diff --git a/trainset_56spk_txt/p284_124.txt b/trainset_56spk_txt/p284_124.txt
new file mode 100644
index 0000000000000000000000000000000000000000..44c7d8c60dd789023af472c611623ded49d30f83
--- /dev/null
+++ b/trainset_56spk_txt/p284_124.txt
@@ -0,0 +1 @@
+I can't even get into the A team.
diff --git a/trainset_56spk_txt/p284_410.txt b/trainset_56spk_txt/p284_410.txt
new file mode 100644
index 0000000000000000000000000000000000000000..92cc4a46a8038cbd687fe433802156ea56dce86e
--- /dev/null
+++ b/trainset_56spk_txt/p284_410.txt
@@ -0,0 +1 @@
+You know the sort of thing.
diff --git a/trainset_56spk_txt/p292_075.txt b/trainset_56spk_txt/p292_075.txt
new file mode 100644
index 0000000000000000000000000000000000000000..c53aba7df2b31bf7121546a27006dcaa72f0e366
--- /dev/null
+++ b/trainset_56spk_txt/p292_075.txt
@@ -0,0 +1 @@
+If true, it will be the first sign of dissent.
\ No newline at end of file
diff --git a/trainset_56spk_txt/p295_332.txt b/trainset_56spk_txt/p295_332.txt
new file mode 100644
index 0000000000000000000000000000000000000000..1bc72f9259105cdd89198810fce003b412c94d7d
--- /dev/null
+++ b/trainset_56spk_txt/p295_332.txt
@@ -0,0 +1 @@
+I'm sure that they will learn.
\ No newline at end of file
diff --git a/trainset_56spk_txt/p295_369.txt b/trainset_56spk_txt/p295_369.txt
new file mode 100644
index 0000000000000000000000000000000000000000..3b6a28864b0afeffaa1e482c8375e9bf7fdd7729
--- /dev/null
+++ b/trainset_56spk_txt/p295_369.txt
@@ -0,0 +1 @@
+There are so many artists working in Glasgow.
\ No newline at end of file
diff --git a/trainset_56spk_txt/p298_263.txt b/trainset_56spk_txt/p298_263.txt
new file mode 100644
index 0000000000000000000000000000000000000000..11443dda5225b8294dff5a201e17678ab041736d
--- /dev/null
+++ b/trainset_56spk_txt/p298_263.txt
@@ -0,0 +1 @@
+We've had great things in the past.
\ No newline at end of file
diff --git a/trainset_56spk_txt/p298_399.txt b/trainset_56spk_txt/p298_399.txt
new file mode 100644
index 0000000000000000000000000000000000000000..90b48b86488c40497589b4cbb5df83f32f7f70ef
--- /dev/null
+++ b/trainset_56spk_txt/p298_399.txt
@@ -0,0 +1 @@
+Mr Burrell was arrested almost a year ago.
\ No newline at end of file
diff --git a/trainset_56spk_txt/p299_105.txt b/trainset_56spk_txt/p299_105.txt
new file mode 100644
index 0000000000000000000000000000000000000000..176d3ebcb5a5a1d2d76e07c84038b9296e5ead23
--- /dev/null
+++ b/trainset_56spk_txt/p299_105.txt
@@ -0,0 +1 @@
+I tried to be cautious, but it's hard in that role.
\ No newline at end of file
diff --git a/trainset_56spk_txt/p299_219.txt b/trainset_56spk_txt/p299_219.txt
new file mode 100644
index 0000000000000000000000000000000000000000..5a7237d251a0b5e665b43ba9031773eeb9392aba
--- /dev/null
+++ b/trainset_56spk_txt/p299_219.txt
@@ -0,0 +1 @@
+It is anything but erotic, but that is probably the point.
\ No newline at end of file
diff --git a/trainset_56spk_txt/p299_342.txt b/trainset_56spk_txt/p299_342.txt
new file mode 100644
index 0000000000000000000000000000000000000000..617e168d849e808043499fef620ca319930da3ca
--- /dev/null
+++ b/trainset_56spk_txt/p299_342.txt
@@ -0,0 +1 @@
+The urgency is real.
\ No newline at end of file
diff --git a/trainset_56spk_txt/p302_007.txt b/trainset_56spk_txt/p302_007.txt
new file mode 100644
index 0000000000000000000000000000000000000000..637ce8d757e28b56034b7d5a4fc5f11cf801ef1d
--- /dev/null
+++ b/trainset_56spk_txt/p302_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/p302_159.txt b/trainset_56spk_txt/p302_159.txt
new file mode 100644
index 0000000000000000000000000000000000000000..ef5cc5f44c4e3e59ebf564437cfc04374c972b5b
--- /dev/null
+++ b/trainset_56spk_txt/p302_159.txt
@@ -0,0 +1 @@
+It's my favourite place to hang out.
\ No newline at end of file
diff --git a/trainset_56spk_txt/p302_204.txt b/trainset_56spk_txt/p302_204.txt
new file mode 100644
index 0000000000000000000000000000000000000000..f7db271a54e73bb5b991d5639cc33d670b0a9b82
--- /dev/null
+++ b/trainset_56spk_txt/p302_204.txt
@@ -0,0 +1 @@
+Have we not had the rainy season already?
\ No newline at end of file
diff --git a/trainset_56spk_txt/p303_207.txt b/trainset_56spk_txt/p303_207.txt
new file mode 100644
index 0000000000000000000000000000000000000000..ec5c8fc30003c85faa1683ddebf0bfa03098c5f8
--- /dev/null
+++ b/trainset_56spk_txt/p303_207.txt
@@ -0,0 +1 @@
+The line-up is a tasty one.
\ No newline at end of file
diff --git a/trainset_56spk_txt/p304_189.txt b/trainset_56spk_txt/p304_189.txt
new file mode 100644
index 0000000000000000000000000000000000000000..2acdbef743707d10e57aa9ac7dbcf5d8b3772ce0
--- /dev/null
+++ b/trainset_56spk_txt/p304_189.txt
@@ -0,0 +1 @@
+The cost of war is more than that.
\ No newline at end of file
diff --git a/trainset_56spk_txt/p305_005.txt b/trainset_56spk_txt/p305_005.txt
new file mode 100644
index 0000000000000000000000000000000000000000..9f0c2488b03da54abb85472ebdf9ec00a7fadda6
--- /dev/null
+++ b/trainset_56spk_txt/p305_005.txt
@@ -0,0 +1 @@
+She can scoop these things into three red bags, and we will go meet her Wednesday at the train station.
\ No newline at end of file
diff --git a/trainset_56spk_txt/p305_139.txt b/trainset_56spk_txt/p305_139.txt
new file mode 100644
index 0000000000000000000000000000000000000000..f899c3f2479c0a06f82a8f5229ca28933f95d43a
--- /dev/null
+++ b/trainset_56spk_txt/p305_139.txt
@@ -0,0 +1 @@
+They do the work, you know.
\ No newline at end of file
diff --git a/trainset_56spk_txt/p307_165.txt b/trainset_56spk_txt/p307_165.txt
new file mode 100644
index 0000000000000000000000000000000000000000..14a8ad93d5addd01acc5b7d4c93d20c54179925f
--- /dev/null
+++ b/trainset_56spk_txt/p307_165.txt
@@ -0,0 +1 @@
+I'm aware that somebody made a threat.
\ No newline at end of file
diff --git a/trainset_56spk_txt/p307_261.txt b/trainset_56spk_txt/p307_261.txt
new file mode 100644
index 0000000000000000000000000000000000000000..1bc661581a8b1437bb85361a138ae76f91d0cfbf
--- /dev/null
+++ b/trainset_56spk_txt/p307_261.txt
@@ -0,0 +1 @@
+We're not travel agents.
\ No newline at end of file
diff --git a/trainset_56spk_txt/p307_372.txt b/trainset_56spk_txt/p307_372.txt
new file mode 100644
index 0000000000000000000000000000000000000000..40d036e4c2974e76bd1ea94e43ed0c578bab15fc
--- /dev/null
+++ b/trainset_56spk_txt/p307_372.txt
@@ -0,0 +1 @@
+His job was not advertised.
\ No newline at end of file
diff --git a/trainset_56spk_txt/p307_398.txt b/trainset_56spk_txt/p307_398.txt
new file mode 100644
index 0000000000000000000000000000000000000000..f0f0d120c7c065edd90620f355d20746a1b5085c
--- /dev/null
+++ b/trainset_56spk_txt/p307_398.txt
@@ -0,0 +1 @@
+What other retailer would do this?
\ No newline at end of file
diff --git a/trainset_56spk_txt/p308_041.txt b/trainset_56spk_txt/p308_041.txt
new file mode 100644
index 0000000000000000000000000000000000000000..6b27931738cf27918075289d01dc9dc7288da388
--- /dev/null
+++ b/trainset_56spk_txt/p308_041.txt
@@ -0,0 +1 @@
+It could have been just a quick fix.
\ No newline at end of file
diff --git a/trainset_56spk_txt/p308_178.txt b/trainset_56spk_txt/p308_178.txt
new file mode 100644
index 0000000000000000000000000000000000000000..a41bf4c1875ae0882d38c0d30f34943d97881ad0
--- /dev/null
+++ b/trainset_56spk_txt/p308_178.txt
@@ -0,0 +1 @@
+For now, we must take one game at a time.
\ No newline at end of file
diff --git a/trainset_56spk_txt/p310_285.txt b/trainset_56spk_txt/p310_285.txt
new file mode 100644
index 0000000000000000000000000000000000000000..7652903bde61a03f6557ca088008ce95cb60c8bf
--- /dev/null
+++ b/trainset_56spk_txt/p310_285.txt
@@ -0,0 +1 @@
+I have learned a lot from him.
\ No newline at end of file
diff --git a/trainset_56spk_txt/p313_097.txt b/trainset_56spk_txt/p313_097.txt
new file mode 100644
index 0000000000000000000000000000000000000000..d6e38fb1222ed86693a7f4ecc9efa588987674cf
--- /dev/null
+++ b/trainset_56spk_txt/p313_097.txt
@@ -0,0 +1 @@
+But Allen is deadly serious.
\ No newline at end of file
diff --git a/trainset_56spk_txt/p316_105.txt b/trainset_56spk_txt/p316_105.txt
new file mode 100644
index 0000000000000000000000000000000000000000..a064072009f32ed5418ecdd59f60ec6f90a01bc4
--- /dev/null
+++ b/trainset_56spk_txt/p316_105.txt
@@ -0,0 +1 @@
+I would just like someone to confess.
\ No newline at end of file
diff --git a/trainset_56spk_txt/p316_178.txt b/trainset_56spk_txt/p316_178.txt
new file mode 100644
index 0000000000000000000000000000000000000000..c6420615bd15493d55c27d116b8f2dab82de8858
--- /dev/null
+++ b/trainset_56spk_txt/p316_178.txt
@@ -0,0 +1 @@
+She hopes to study in Britain one day.
\ No newline at end of file
diff --git a/trainset_56spk_txt/p316_397.txt b/trainset_56spk_txt/p316_397.txt
new file mode 100644
index 0000000000000000000000000000000000000000..1aa6cc58f5fb3be62b86eb7d4d5cde09ef17f564
--- /dev/null
+++ b/trainset_56spk_txt/p316_397.txt
@@ -0,0 +1 @@
+They are not left wing.
\ No newline at end of file
diff --git a/trainset_56spk_txt/p323_042.txt b/trainset_56spk_txt/p323_042.txt
new file mode 100644
index 0000000000000000000000000000000000000000..403f9b6cbd08ec9bda56a8345bdf85f618f0ce2b
--- /dev/null
+++ b/trainset_56spk_txt/p323_042.txt
@@ -0,0 +1 @@
+What is next?
\ No newline at end of file
diff --git a/trainset_56spk_txt/p323_287.txt b/trainset_56spk_txt/p323_287.txt
new file mode 100644
index 0000000000000000000000000000000000000000..15938e0a2f26342a60243c3f4db5e7ab11aa305e
--- /dev/null
+++ b/trainset_56spk_txt/p323_287.txt
@@ -0,0 +1 @@
+Tony Blair should get out more.
\ No newline at end of file
diff --git a/trainset_56spk_txt/p326_299.txt b/trainset_56spk_txt/p326_299.txt
new file mode 100644
index 0000000000000000000000000000000000000000..42eed3b4f2244edf06c3f18f2037ca3f95f68bb1
--- /dev/null
+++ b/trainset_56spk_txt/p326_299.txt
@@ -0,0 +1 @@
+He was visited by UK consular officials.
\ No newline at end of file
diff --git a/trainset_56spk_txt/p333_003.txt b/trainset_56spk_txt/p333_003.txt
new file mode 100644
index 0000000000000000000000000000000000000000..1eb34682c96c896c261f636eba972d1a2f5eadd6
--- /dev/null
+++ b/trainset_56spk_txt/p333_003.txt
@@ -0,0 +1 @@
+Six spoons of fresh snow peas, five thick slabs of blue cheese, and maybe a snack for her brother Bob.
\ No newline at end of file
diff --git a/trainset_56spk_txt/p333_061.txt b/trainset_56spk_txt/p333_061.txt
new file mode 100644
index 0000000000000000000000000000000000000000..7608e356233c5a02b9c10a115f657cf8070e2ced
--- /dev/null
+++ b/trainset_56spk_txt/p333_061.txt
@@ -0,0 +1 @@
+Yesterday her family were too upset to speak.
\ No newline at end of file
diff --git a/trainset_56spk_txt/p333_403.txt b/trainset_56spk_txt/p333_403.txt
new file mode 100644
index 0000000000000000000000000000000000000000..dab7e0b1efb2d8157784630fcb1b15303960e6e3
--- /dev/null
+++ b/trainset_56spk_txt/p333_403.txt
@@ -0,0 +1 @@
+This is a one-year deal, but who knows?
\ No newline at end of file
diff --git a/trainset_56spk_txt/p334_078.txt b/trainset_56spk_txt/p334_078.txt
new file mode 100644
index 0000000000000000000000000000000000000000..863eab982f382fcffb1c3c98e550ddf2cd933d3a
--- /dev/null
+++ b/trainset_56spk_txt/p334_078.txt
@@ -0,0 +1 @@
+I couldn't make out what was going on.
\ No newline at end of file
diff --git a/trainset_56spk_txt/p334_387.txt b/trainset_56spk_txt/p334_387.txt
new file mode 100644
index 0000000000000000000000000000000000000000..9b53a246ee7d0b08bc508e367173bb24d25b4cbc
--- /dev/null
+++ b/trainset_56spk_txt/p334_387.txt
@@ -0,0 +1 @@
+At present it is fairly uncommon, but its incidence is increasing.
\ No newline at end of file
diff --git a/trainset_56spk_txt/p335_040.txt b/trainset_56spk_txt/p335_040.txt
new file mode 100644
index 0000000000000000000000000000000000000000..119a9c74a57decfc19a966e3bb3bf3b4a1923778
--- /dev/null
+++ b/trainset_56spk_txt/p335_040.txt
@@ -0,0 +1 @@
+It opens the door to the Champions League.
\ No newline at end of file
diff --git a/trainset_56spk_txt/p335_255.txt b/trainset_56spk_txt/p335_255.txt
new file mode 100644
index 0000000000000000000000000000000000000000..18445f7d44c867f20d436ac380f08698e8f15c0b
--- /dev/null
+++ b/trainset_56spk_txt/p335_255.txt
@@ -0,0 +1 @@
+Then there's the problem of sympathy.
\ No newline at end of file
diff --git a/trainset_56spk_txt/p339_115.txt b/trainset_56spk_txt/p339_115.txt
new file mode 100644
index 0000000000000000000000000000000000000000..ffd44aedcfe854b370bb7eb7067fef267aade235
--- /dev/null
+++ b/trainset_56spk_txt/p339_115.txt
@@ -0,0 +1 @@
+Today is a victory for the Scottish Parliament.
\ No newline at end of file
diff --git a/trainset_56spk_txt/p343_046.txt b/trainset_56spk_txt/p343_046.txt
new file mode 100644
index 0000000000000000000000000000000000000000..58f0b739ffdf950459ed043db75f7b67af6fea3d
--- /dev/null
+++ b/trainset_56spk_txt/p343_046.txt
@@ -0,0 +1 @@
+He died the following year.
\ No newline at end of file
diff --git a/trainset_56spk_txt/p343_148.txt b/trainset_56spk_txt/p343_148.txt
new file mode 100644
index 0000000000000000000000000000000000000000..b55c206cb3fcfbc73c92b1613f136ce92284214b
--- /dev/null
+++ b/trainset_56spk_txt/p343_148.txt
@@ -0,0 +1 @@
+In the end, we did not spend a penny on him.
\ No newline at end of file
diff --git a/trainset_56spk_txt/p343_220.txt b/trainset_56spk_txt/p343_220.txt
new file mode 100644
index 0000000000000000000000000000000000000000..42453c921762dd5b72f89a84904c69520837caad
--- /dev/null
+++ b/trainset_56spk_txt/p343_220.txt
@@ -0,0 +1 @@
+I didn't actually work up a speech.
\ No newline at end of file
diff --git a/trainset_56spk_txt/p343_278.txt b/trainset_56spk_txt/p343_278.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e018fa862c444c20d24d95a942fb974f5e974563
--- /dev/null
+++ b/trainset_56spk_txt/p343_278.txt
@@ -0,0 +1 @@
+But it's not the end of Scottish football.
\ No newline at end of file
diff --git a/trainset_56spk_txt/p351_403.txt b/trainset_56spk_txt/p351_403.txt
new file mode 100644
index 0000000000000000000000000000000000000000..b78d6333c884c6cb648d778e09ed8536064e8817
--- /dev/null
+++ b/trainset_56spk_txt/p351_403.txt
@@ -0,0 +1 @@
+Britain hasn't seen it in this way.
\ No newline at end of file
diff --git a/trainset_56spk_txt/p360_122.txt b/trainset_56spk_txt/p360_122.txt
new file mode 100644
index 0000000000000000000000000000000000000000..cd5e60abaf88f9db275384270cb747750a906315
--- /dev/null
+++ b/trainset_56spk_txt/p360_122.txt
@@ -0,0 +1 @@
+When she went off it was quite amazing.
\ No newline at end of file
diff --git a/trainset_56spk_txt/p361_229.txt b/trainset_56spk_txt/p361_229.txt
new file mode 100644
index 0000000000000000000000000000000000000000..98bb835ac1dfcfa95f4d7a4a0bbe033714168b59
--- /dev/null
+++ b/trainset_56spk_txt/p361_229.txt
@@ -0,0 +1 @@
+I just want him to win a tournament.
\ No newline at end of file
diff --git a/trainset_56spk_txt/p361_301.txt b/trainset_56spk_txt/p361_301.txt
new file mode 100644
index 0000000000000000000000000000000000000000..17632547c2d2e0406842922b11857899ffc2f444
--- /dev/null
+++ b/trainset_56spk_txt/p361_301.txt
@@ -0,0 +1 @@
+Then it will come.
\ No newline at end of file
diff --git a/trainset_56spk_txt/p364_252.txt b/trainset_56spk_txt/p364_252.txt
new file mode 100644
index 0000000000000000000000000000000000000000..35ab0823a6dbe55c76f0c3f98555a6290bdb1229
--- /dev/null
+++ b/trainset_56spk_txt/p364_252.txt
@@ -0,0 +1 @@
+It was a nightmare.
\ No newline at end of file
diff --git a/trainset_56spk_txt/p376_011.txt b/trainset_56spk_txt/p376_011.txt
new file mode 100644
index 0000000000000000000000000000000000000000..1eaf1a6711822699ec89346eec758785ec5df2ba
--- /dev/null
+++ b/trainset_56spk_txt/p376_011.txt
@@ -0,0 +1 @@
+"When a man looks for something beyond his reach, his friends say he is looking for the pot of gold at the end of the rainbow. "
\ No newline at end of file
diff --git a/trainset_56spk_txt/p376_197.txt b/trainset_56spk_txt/p376_197.txt
new file mode 100644
index 0000000000000000000000000000000000000000..90b1455461701d85015f55760a2f255f404fb1a0
--- /dev/null
+++ b/trainset_56spk_txt/p376_197.txt
@@ -0,0 +1 @@
+"The service from the other players was super."
\ No newline at end of file