diff --git a/noisy_trainset_56spk_wav/p275_023.wav b/noisy_trainset_56spk_wav/p275_023.wav
new file mode 100644
index 0000000000000000000000000000000000000000..6a75ad48751240fe041851eacacf00211c1a62a2
--- /dev/null
+++ b/noisy_trainset_56spk_wav/p275_023.wav
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:b440e5e9874c7c3f6847657d98516658f8e10674530e9f2f188d90b446061667
+size 1011884
diff --git a/noisy_trainset_56spk_wav/p285_171.wav b/noisy_trainset_56spk_wav/p285_171.wav
new file mode 100644
index 0000000000000000000000000000000000000000..4dcbf14ca6db4d013904a7111c2fee03e1e9c23f
--- /dev/null
+++ b/noisy_trainset_56spk_wav/p285_171.wav
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:717482705ca9b45c5a8298a1bf92a283443763ffa7b2ac1dc8508908de682b17
+size 246294
diff --git a/noisy_trainset_56spk_wav/p326_146.wav b/noisy_trainset_56spk_wav/p326_146.wav
new file mode 100644
index 0000000000000000000000000000000000000000..ac344b24ed54bbbae7e2f5ef1f569426803e5038
--- /dev/null
+++ b/noisy_trainset_56spk_wav/p326_146.wav
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:ae8b331537cac648bced330dfdc94860c5efcb9a42731aeaac9bdd7bc54e1238
+size 217004
diff --git a/trainset_56spk_txt/p234_045.txt b/trainset_56spk_txt/p234_045.txt
new file mode 100644
index 0000000000000000000000000000000000000000..85a404941930b02fe43696159570fe0e8977470e
--- /dev/null
+++ b/trainset_56spk_txt/p234_045.txt
@@ -0,0 +1 @@
+All businesses continue to trade.
diff --git a/trainset_56spk_txt/p237_241.txt b/trainset_56spk_txt/p237_241.txt
new file mode 100644
index 0000000000000000000000000000000000000000..f418f815732ee2cee6b810769c262e0886b43ab8
--- /dev/null
+++ b/trainset_56spk_txt/p237_241.txt
@@ -0,0 +1 @@
+They tried to give her advice.
diff --git a/trainset_56spk_txt/p241_208.txt b/trainset_56spk_txt/p241_208.txt
new file mode 100644
index 0000000000000000000000000000000000000000..d2e8d6aa39976d9e5d0adc907770e904e008920b
--- /dev/null
+++ b/trainset_56spk_txt/p241_208.txt
@@ -0,0 +1 @@
+I don't want to use it.
diff --git a/trainset_56spk_txt/p241_234.txt b/trainset_56spk_txt/p241_234.txt
new file mode 100644
index 0000000000000000000000000000000000000000..0badc17dcc6836db68f3c69f742765448c7f515b
--- /dev/null
+++ b/trainset_56spk_txt/p241_234.txt
@@ -0,0 +1 @@
+We have a free vote on these things in our party.
diff --git a/trainset_56spk_txt/p241_288.txt b/trainset_56spk_txt/p241_288.txt
new file mode 100644
index 0000000000000000000000000000000000000000..1a9cf6257ac86d507b02380a2229e5fc83c78a37
--- /dev/null
+++ b/trainset_56spk_txt/p241_288.txt
@@ -0,0 +1 @@
+It is a vote of confidence in the skills in Scotland.
diff --git a/trainset_56spk_txt/p245_206.txt b/trainset_56spk_txt/p245_206.txt
new file mode 100644
index 0000000000000000000000000000000000000000..3051b2a18501c915e89f72a892930ba438a5fd18
--- /dev/null
+++ b/trainset_56spk_txt/p245_206.txt
@@ -0,0 +1 @@
+But we have not heard a thing from Diego.
diff --git a/trainset_56spk_txt/p246_068.txt b/trainset_56spk_txt/p246_068.txt
new file mode 100644
index 0000000000000000000000000000000000000000..568dd19d92b883054e4e8d4e1d81e1c93923c85e
--- /dev/null
+++ b/trainset_56spk_txt/p246_068.txt
@@ -0,0 +1 @@
+Then followed a bout of flu.
diff --git a/trainset_56spk_txt/p247_037.txt b/trainset_56spk_txt/p247_037.txt
new file mode 100644
index 0000000000000000000000000000000000000000..7c6c77b8ddae9d7fb5cb0a71441d9acad941b4c6
--- /dev/null
+++ b/trainset_56spk_txt/p247_037.txt
@@ -0,0 +1 @@
+The ambition this year is to improve on last.)
diff --git a/trainset_56spk_txt/p247_158.txt b/trainset_56spk_txt/p247_158.txt
new file mode 100644
index 0000000000000000000000000000000000000000..8248f9a48c9f1204c9dd6056921d743ccdffe314
--- /dev/null
+++ b/trainset_56spk_txt/p247_158.txt
@@ -0,0 +1 @@
+Anyone can do the sums.)
diff --git a/trainset_56spk_txt/p247_200.txt b/trainset_56spk_txt/p247_200.txt
new file mode 100644
index 0000000000000000000000000000000000000000..37f1813161ccafc405b55e8f3c2f00415fdc0f85
--- /dev/null
+++ b/trainset_56spk_txt/p247_200.txt
@@ -0,0 +1 @@
+It's very difficult to find a buyer.)
diff --git a/trainset_56spk_txt/p248_018.txt b/trainset_56spk_txt/p248_018.txt
new file mode 100644
index 0000000000000000000000000000000000000000..10ece3b0922a6c885d84af353c42eb952ab13f77
--- /dev/null
+++ b/trainset_56spk_txt/p248_018.txt
@@ -0,0 +1 @@
+Aristotle thought that the rainbow was caused by reflection of the sun's rays by the rain. 
diff --git a/trainset_56spk_txt/p248_067.txt b/trainset_56spk_txt/p248_067.txt
new file mode 100644
index 0000000000000000000000000000000000000000..affba2fabc7924526f5dfe052cab72bef675cfc2
--- /dev/null
+++ b/trainset_56spk_txt/p248_067.txt
@@ -0,0 +1 @@
+Until recently, she worked as a recruitment consultant in London.
diff --git a/trainset_56spk_txt/p248_229.txt b/trainset_56spk_txt/p248_229.txt
new file mode 100644
index 0000000000000000000000000000000000000000..ce448229a8058f40ed760815f179fdb13e144418
--- /dev/null
+++ b/trainset_56spk_txt/p248_229.txt
@@ -0,0 +1 @@
+At the time, he was a living legend.
diff --git a/trainset_56spk_txt/p248_309.txt b/trainset_56spk_txt/p248_309.txt
new file mode 100644
index 0000000000000000000000000000000000000000..17397681372b4201a40b3daa9f94fa0356c38809
--- /dev/null
+++ b/trainset_56spk_txt/p248_309.txt
@@ -0,0 +1 @@
+He then asked if he could have her seat and she refused.
diff --git a/trainset_56spk_txt/p260_148.txt b/trainset_56spk_txt/p260_148.txt
new file mode 100644
index 0000000000000000000000000000000000000000..ad6f2c64c2bfc65598ee3bd2f39a577ca2499187
--- /dev/null
+++ b/trainset_56spk_txt/p260_148.txt
@@ -0,0 +1 @@
+The weather forecast isn't good.
diff --git a/trainset_56spk_txt/p263_115.txt b/trainset_56spk_txt/p263_115.txt
new file mode 100644
index 0000000000000000000000000000000000000000..be7340a2fd2f7ac9faea6447507b31e2ba05a574
--- /dev/null
+++ b/trainset_56spk_txt/p263_115.txt
@@ -0,0 +1 @@
+It will also require a lengthy series of clinical trials.
diff --git a/trainset_56spk_txt/p264_294.txt b/trainset_56spk_txt/p264_294.txt
new file mode 100644
index 0000000000000000000000000000000000000000..4a9cf3e2ecc4bc36fbce2a1ca27958595b910866
--- /dev/null
+++ b/trainset_56spk_txt/p264_294.txt
@@ -0,0 +1 @@
+If so, we want to hear from them.)
diff --git a/trainset_56spk_txt/p264_326.txt b/trainset_56spk_txt/p264_326.txt
new file mode 100644
index 0000000000000000000000000000000000000000..17a80482b4ac0ed3b3d10fa4ada838e9f2554867
--- /dev/null
+++ b/trainset_56spk_txt/p264_326.txt
@@ -0,0 +1 @@
+The change could come as soon as September.)
diff --git a/trainset_56spk_txt/p265_314.txt b/trainset_56spk_txt/p265_314.txt
new file mode 100644
index 0000000000000000000000000000000000000000..48b26d15c26452cd50b2d324334d98a7f7f67530
--- /dev/null
+++ b/trainset_56spk_txt/p265_314.txt
@@ -0,0 +1 @@
+In addition, certain areas are closed at certain times.
diff --git a/trainset_56spk_txt/p266_017.txt b/trainset_56spk_txt/p266_017.txt
new file mode 100644
index 0000000000000000000000000000000000000000..3152a2eb5801666033ff3f68c538cbb32cc46464
--- /dev/null
+++ b/trainset_56spk_txt/p266_017.txt
@@ -0,0 +1 @@
+Others have tried to explain the phenomenon physically. 
diff --git a/trainset_56spk_txt/p275_006.txt b/trainset_56spk_txt/p275_006.txt
new file mode 100644
index 0000000000000000000000000000000000000000..48e7ab04e3816569a2d6b560182733fabee84805
--- /dev/null
+++ b/trainset_56spk_txt/p275_006.txt
@@ -0,0 +1 @@
+When the sunlight strikes raindrops in the air, they act as a prism and form a rainbow. 
diff --git a/trainset_56spk_txt/p281_095.txt b/trainset_56spk_txt/p281_095.txt
new file mode 100644
index 0000000000000000000000000000000000000000..43d1115abfb426b690c390c0ad859f34ed0b280d
--- /dev/null
+++ b/trainset_56spk_txt/p281_095.txt
@@ -0,0 +1 @@
+It is a vicious circle.
diff --git a/trainset_56spk_txt/p283_447.txt b/trainset_56spk_txt/p283_447.txt
new file mode 100644
index 0000000000000000000000000000000000000000..3d98a2b30c8ec0d48dfcef07726d16275924d858
--- /dev/null
+++ b/trainset_56spk_txt/p283_447.txt
@@ -0,0 +1 @@
+Something has got to give.
diff --git a/trainset_56spk_txt/p285_071.txt b/trainset_56spk_txt/p285_071.txt
new file mode 100644
index 0000000000000000000000000000000000000000..67fb4cd533bb3a408347f21a649657e7d971a5b7
--- /dev/null
+++ b/trainset_56spk_txt/p285_071.txt
@@ -0,0 +1 @@
+It's now down in black and white.
diff --git a/trainset_56spk_txt/p292_093.txt b/trainset_56spk_txt/p292_093.txt
new file mode 100644
index 0000000000000000000000000000000000000000..ed5327be4b9f954d4846f2b631ead83277422842
--- /dev/null
+++ b/trainset_56spk_txt/p292_093.txt
@@ -0,0 +1 @@
+We are pursuing legal action against the government.
\ No newline at end of file
diff --git a/trainset_56spk_txt/p292_124.txt b/trainset_56spk_txt/p292_124.txt
new file mode 100644
index 0000000000000000000000000000000000000000..93e0ebdb2bb82c5aae3a1e5b82a7d2d58d68a5b1
--- /dev/null
+++ b/trainset_56spk_txt/p292_124.txt
@@ -0,0 +1 @@
+Why do you want to come to Edinburgh?
\ No newline at end of file
diff --git a/trainset_56spk_txt/p293_386.txt b/trainset_56spk_txt/p293_386.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e95d3548acf895947a612611051fd7918a251e0f
--- /dev/null
+++ b/trainset_56spk_txt/p293_386.txt
@@ -0,0 +1 @@
+Michael's putting on a brave face.
\ No newline at end of file
diff --git a/trainset_56spk_txt/p295_062.txt b/trainset_56spk_txt/p295_062.txt
new file mode 100644
index 0000000000000000000000000000000000000000..3e671b9b92a72da5c457c186f5ae03d84e303ac3
--- /dev/null
+++ b/trainset_56spk_txt/p295_062.txt
@@ -0,0 +1 @@
+If you're going to do it, do it right.
\ No newline at end of file
diff --git a/trainset_56spk_txt/p295_273.txt b/trainset_56spk_txt/p295_273.txt
new file mode 100644
index 0000000000000000000000000000000000000000..5d3c83dcf8890a33b922d5859e88c235ece54c24
--- /dev/null
+++ b/trainset_56spk_txt/p295_273.txt
@@ -0,0 +1 @@
+In fact, it was almost as if it was expected.
\ No newline at end of file
diff --git a/trainset_56spk_txt/p299_162.txt b/trainset_56spk_txt/p299_162.txt
new file mode 100644
index 0000000000000000000000000000000000000000..7fd8e7f5ff339911c380967354de98e2b69dcd43
--- /dev/null
+++ b/trainset_56spk_txt/p299_162.txt
@@ -0,0 +1 @@
+They will know they deserve to be there.
\ No newline at end of file
diff --git a/trainset_56spk_txt/p302_230.txt b/trainset_56spk_txt/p302_230.txt
new file mode 100644
index 0000000000000000000000000000000000000000..cc948ae5cd24507f8f6321fbddd63c29fb55b45b
--- /dev/null
+++ b/trainset_56spk_txt/p302_230.txt
@@ -0,0 +1 @@
+Survival is our aim.
\ No newline at end of file
diff --git a/trainset_56spk_txt/p303_040.txt b/trainset_56spk_txt/p303_040.txt
new file mode 100644
index 0000000000000000000000000000000000000000..72f5461f978bcd2d47341e44a3105a3ba5de993a
--- /dev/null
+++ b/trainset_56spk_txt/p303_040.txt
@@ -0,0 +1 @@
+I let go the telephone and ran.
\ No newline at end of file
diff --git a/trainset_56spk_txt/p303_084.txt b/trainset_56spk_txt/p303_084.txt
new file mode 100644
index 0000000000000000000000000000000000000000..0e8144dcb31a9299bb04bb9f84f06a486426769a
--- /dev/null
+++ b/trainset_56spk_txt/p303_084.txt
@@ -0,0 +1 @@
+Audacious decisions were taken early on.
\ No newline at end of file
diff --git a/trainset_56spk_txt/p304_227.txt b/trainset_56spk_txt/p304_227.txt
new file mode 100644
index 0000000000000000000000000000000000000000..ae388221915959802274427a2f4174daccc25315
--- /dev/null
+++ b/trainset_56spk_txt/p304_227.txt
@@ -0,0 +1 @@
+He was dead on arrival at the hospital.
\ No newline at end of file
diff --git a/trainset_56spk_txt/p304_380.txt b/trainset_56spk_txt/p304_380.txt
new file mode 100644
index 0000000000000000000000000000000000000000..c5e9a6f7166f3f4d8ec29a721ff11e6d872065e3
--- /dev/null
+++ b/trainset_56spk_txt/p304_380.txt
@@ -0,0 +1 @@
+It is not the message alone.
\ No newline at end of file
diff --git a/trainset_56spk_txt/p305_240.txt b/trainset_56spk_txt/p305_240.txt
new file mode 100644
index 0000000000000000000000000000000000000000..ed314ce3ace96585e3ab7c51f95b75cbc8b23fef
--- /dev/null
+++ b/trainset_56spk_txt/p305_240.txt
@@ -0,0 +1 @@
+I know when my time is, it doesn't bother me.
\ No newline at end of file
diff --git a/trainset_56spk_txt/p310_021.txt b/trainset_56spk_txt/p310_021.txt
new file mode 100644
index 0000000000000000000000000000000000000000..218a3af2ee4ab2326a2d35e4ffece315e62af70d
--- /dev/null
+++ b/trainset_56spk_txt/p310_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/p313_287.txt b/trainset_56spk_txt/p313_287.txt
new file mode 100644
index 0000000000000000000000000000000000000000..c9d45601709e1124249d300ca5884bdfaaf03e74
--- /dev/null
+++ b/trainset_56spk_txt/p313_287.txt
@@ -0,0 +1 @@
+The end result is precisely the same.
\ No newline at end of file
diff --git a/trainset_56spk_txt/p314_165.txt b/trainset_56spk_txt/p314_165.txt
new file mode 100644
index 0000000000000000000000000000000000000000..49b8a3735dd9b8afbcb88e77dd9187073ff116c9
--- /dev/null
+++ b/trainset_56spk_txt/p314_165.txt
@@ -0,0 +1 @@
+I should not be able to stand.
\ No newline at end of file
diff --git a/trainset_56spk_txt/p314_354.txt b/trainset_56spk_txt/p314_354.txt
new file mode 100644
index 0000000000000000000000000000000000000000..3dfe492b4f549443a6641a48e53d460d90d9df8b
--- /dev/null
+++ b/trainset_56spk_txt/p314_354.txt
@@ -0,0 +1 @@
+There is access for disabled people.
\ No newline at end of file
diff --git a/trainset_56spk_txt/p314_357.txt b/trainset_56spk_txt/p314_357.txt
new file mode 100644
index 0000000000000000000000000000000000000000..d92eebbcbb1077946ce17815a8563ce55472a0ef
--- /dev/null
+++ b/trainset_56spk_txt/p314_357.txt
@@ -0,0 +1 @@
+I like what has happened!
\ No newline at end of file
diff --git a/trainset_56spk_txt/p316_146.txt b/trainset_56spk_txt/p316_146.txt
new file mode 100644
index 0000000000000000000000000000000000000000..550cc1ba7111675c04aed970e08a6c344ee113dc
--- /dev/null
+++ b/trainset_56spk_txt/p316_146.txt
@@ -0,0 +1 @@
+In the current outbreak, the reverse is true.
\ No newline at end of file
diff --git a/trainset_56spk_txt/p316_213.txt b/trainset_56spk_txt/p316_213.txt
new file mode 100644
index 0000000000000000000000000000000000000000..60f58d9a6d5b92ea57e7641940f6a7d7d153087d
--- /dev/null
+++ b/trainset_56spk_txt/p316_213.txt
@@ -0,0 +1 @@
+I got very, very tired.
\ No newline at end of file
diff --git a/trainset_56spk_txt/p323_083.txt b/trainset_56spk_txt/p323_083.txt
new file mode 100644
index 0000000000000000000000000000000000000000..a73e6b1d3ce2523124c215f5c88c2e12c1baea78
--- /dev/null
+++ b/trainset_56spk_txt/p323_083.txt
@@ -0,0 +1 @@
+These things just happen.
\ No newline at end of file
diff --git a/trainset_56spk_txt/p326_168.txt b/trainset_56spk_txt/p326_168.txt
new file mode 100644
index 0000000000000000000000000000000000000000..fd2a67ab1daa8a563ba6300ff4325feebe97ecb4
--- /dev/null
+++ b/trainset_56spk_txt/p326_168.txt
@@ -0,0 +1 @@
+She is a very lucky young lady.
\ No newline at end of file
diff --git a/trainset_56spk_txt/p333_109.txt b/trainset_56spk_txt/p333_109.txt
new file mode 100644
index 0000000000000000000000000000000000000000..8599458db05e7fb6e1369e72d72cdca086342fe0
--- /dev/null
+++ b/trainset_56spk_txt/p333_109.txt
@@ -0,0 +1 @@
+He served in the Gulf, the Falklands, and Northern Ireland.
\ No newline at end of file
diff --git a/trainset_56spk_txt/p334_089.txt b/trainset_56spk_txt/p334_089.txt
new file mode 100644
index 0000000000000000000000000000000000000000..0f8a877398cde29c6214b2cb6c8e031b64d2e2a4
--- /dev/null
+++ b/trainset_56spk_txt/p334_089.txt
@@ -0,0 +1 @@
+The rubble was right up to the ceiling.
\ No newline at end of file
diff --git a/trainset_56spk_txt/p334_311.txt b/trainset_56spk_txt/p334_311.txt
new file mode 100644
index 0000000000000000000000000000000000000000..7f27140e4e3fcc8f18a01d48960ff84aeda799fc
--- /dev/null
+++ b/trainset_56spk_txt/p334_311.txt
@@ -0,0 +1 @@
+The whole nation will be delighted.
\ No newline at end of file
diff --git a/trainset_56spk_txt/p336_191.txt b/trainset_56spk_txt/p336_191.txt
new file mode 100644
index 0000000000000000000000000000000000000000..f7bb83dd1a9d21603f80925cc68e3373e0e17913
--- /dev/null
+++ b/trainset_56spk_txt/p336_191.txt
@@ -0,0 +1 @@
+Is there a new way forward?
\ No newline at end of file
diff --git a/trainset_56spk_txt/p336_384.txt b/trainset_56spk_txt/p336_384.txt
new file mode 100644
index 0000000000000000000000000000000000000000..7cee63ed9558099e007f779583821125ac19ffdd
--- /dev/null
+++ b/trainset_56spk_txt/p336_384.txt
@@ -0,0 +1 @@
+This is the stuff of live music.
\ No newline at end of file
diff --git a/trainset_56spk_txt/p339_009.txt b/trainset_56spk_txt/p339_009.txt
new file mode 100644
index 0000000000000000000000000000000000000000..485464beca1adff8f903f3b4b97e15bc1fbf0a37
--- /dev/null
+++ b/trainset_56spk_txt/p339_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/p339_253.txt b/trainset_56spk_txt/p339_253.txt
new file mode 100644
index 0000000000000000000000000000000000000000..11cd98892c5b29201a623d12e44f34b9b1816d47
--- /dev/null
+++ b/trainset_56spk_txt/p339_253.txt
@@ -0,0 +1 @@
+We all knew they could do it.
\ No newline at end of file
diff --git a/trainset_56spk_txt/p339_411.txt b/trainset_56spk_txt/p339_411.txt
new file mode 100644
index 0000000000000000000000000000000000000000..a4b5d90f8de95df624ce2b79b93de1116ee7defe
--- /dev/null
+++ b/trainset_56spk_txt/p339_411.txt
@@ -0,0 +1 @@
+Where do we spend it?
\ No newline at end of file
diff --git a/trainset_56spk_txt/p343_368.txt b/trainset_56spk_txt/p343_368.txt
new file mode 100644
index 0000000000000000000000000000000000000000..f82d2c9ebb1f5b4be76a6ea2012f65c1576a9fb4
--- /dev/null
+++ b/trainset_56spk_txt/p343_368.txt
@@ -0,0 +1 @@
+He is a visionary.
\ No newline at end of file
diff --git a/trainset_56spk_txt/p345_001.txt b/trainset_56spk_txt/p345_001.txt
new file mode 100644
index 0000000000000000000000000000000000000000..a2b99bc33e1698d9fc4869de7ad37f94739cea9a
--- /dev/null
+++ b/trainset_56spk_txt/p345_001.txt
@@ -0,0 +1 @@
+Please call Stella.
\ No newline at end of file
diff --git a/trainset_56spk_txt/p345_035.txt b/trainset_56spk_txt/p345_035.txt
new file mode 100644
index 0000000000000000000000000000000000000000..b3c31fef2b956319d365b24a44895d092af5c5e0
--- /dev/null
+++ b/trainset_56spk_txt/p345_035.txt
@@ -0,0 +1 @@
+It is too pretty, it is too small.
\ No newline at end of file
diff --git a/trainset_56spk_txt/p345_083.txt b/trainset_56spk_txt/p345_083.txt
new file mode 100644
index 0000000000000000000000000000000000000000..aed41f046041aa6ada900aed548869d28aa0b612
--- /dev/null
+++ b/trainset_56spk_txt/p345_083.txt
@@ -0,0 +1 @@
+What happens next?
\ No newline at end of file
diff --git a/trainset_56spk_txt/p345_274.txt b/trainset_56spk_txt/p345_274.txt
new file mode 100644
index 0000000000000000000000000000000000000000..4a79e4e95e515fcd2854c9b1bdd9629bed2a8252
--- /dev/null
+++ b/trainset_56spk_txt/p345_274.txt
@@ -0,0 +1 @@
+And they still have the final to come.
\ No newline at end of file
diff --git a/trainset_56spk_txt/p345_366.txt b/trainset_56spk_txt/p345_366.txt
new file mode 100644
index 0000000000000000000000000000000000000000..8069aa0b33e992390f7840aec362f05e3a64aee5
--- /dev/null
+++ b/trainset_56spk_txt/p345_366.txt
@@ -0,0 +1 @@
+I said at the time it was wrong.
\ No newline at end of file
diff --git a/trainset_56spk_txt/p347_054.txt b/trainset_56spk_txt/p347_054.txt
new file mode 100644
index 0000000000000000000000000000000000000000..93c32995650bd908575733e586cb2277630f24eb
--- /dev/null
+++ b/trainset_56spk_txt/p347_054.txt
@@ -0,0 +1 @@
+Alright, it was a defeat, but it felt like a victory.
\ No newline at end of file
diff --git a/trainset_56spk_txt/p347_098.txt b/trainset_56spk_txt/p347_098.txt
new file mode 100644
index 0000000000000000000000000000000000000000..08da421ae80d640d10fc1be551328aab0353abe2
--- /dev/null
+++ b/trainset_56spk_txt/p347_098.txt
@@ -0,0 +1 @@
+What's it got to do with art?
\ No newline at end of file
diff --git a/trainset_56spk_txt/p347_377.txt b/trainset_56spk_txt/p347_377.txt
new file mode 100644
index 0000000000000000000000000000000000000000..756e43bc43973af8448420c6c6bccd749a6f6b02
--- /dev/null
+++ b/trainset_56spk_txt/p347_377.txt
@@ -0,0 +1 @@
+It is just completely erased.
\ No newline at end of file
diff --git a/trainset_56spk_txt/p360_065.txt b/trainset_56spk_txt/p360_065.txt
new file mode 100644
index 0000000000000000000000000000000000000000..bdc7fa0854439af6f963773415641a882e334855
--- /dev/null
+++ b/trainset_56spk_txt/p360_065.txt
@@ -0,0 +1 @@
+He was pronounced dead at the scene.
\ No newline at end of file
diff --git a/trainset_56spk_txt/p360_413.txt b/trainset_56spk_txt/p360_413.txt
new file mode 100644
index 0000000000000000000000000000000000000000..9a53c7d10cc31d80ce96eadf8fd11cb82b930857
--- /dev/null
+++ b/trainset_56spk_txt/p360_413.txt
@@ -0,0 +1 @@
+This is not the end.
\ No newline at end of file
diff --git a/trainset_56spk_txt/p360_416.txt b/trainset_56spk_txt/p360_416.txt
new file mode 100644
index 0000000000000000000000000000000000000000..537c8e989f6e58cff7e328d7a76dc2374d594c3e
--- /dev/null
+++ b/trainset_56spk_txt/p360_416.txt
@@ -0,0 +1 @@
+It's not an impression.
\ No newline at end of file
diff --git a/trainset_56spk_txt/p361_227.txt b/trainset_56spk_txt/p361_227.txt
new file mode 100644
index 0000000000000000000000000000000000000000..a82f09ac6a12e7664ddcfd66e80540248a343044
--- /dev/null
+++ b/trainset_56spk_txt/p361_227.txt
@@ -0,0 +1 @@
+Mind you, it wouldn't be a bad idea.
\ No newline at end of file
diff --git a/trainset_56spk_txt/p361_280.txt b/trainset_56spk_txt/p361_280.txt
new file mode 100644
index 0000000000000000000000000000000000000000..65e208287c5df382b2dc5db5458da4f7eac4099d
--- /dev/null
+++ b/trainset_56spk_txt/p361_280.txt
@@ -0,0 +1 @@
+I can't wait for it to come out.
\ No newline at end of file
diff --git a/trainset_56spk_txt/p363_190.txt b/trainset_56spk_txt/p363_190.txt
new file mode 100644
index 0000000000000000000000000000000000000000..698ecb068ccfa50819a39216f34bf13306963211
--- /dev/null
+++ b/trainset_56spk_txt/p363_190.txt
@@ -0,0 +1 @@
+It was far more important than that.
\ No newline at end of file
diff --git a/trainset_56spk_txt/p363_272.txt b/trainset_56spk_txt/p363_272.txt
new file mode 100644
index 0000000000000000000000000000000000000000..72bde655ea815999aa4e3ba5bc01e082391a4726
--- /dev/null
+++ b/trainset_56spk_txt/p363_272.txt
@@ -0,0 +1 @@
+We're going to fight it.
\ No newline at end of file
diff --git a/trainset_56spk_txt/p363_358.txt b/trainset_56spk_txt/p363_358.txt
new file mode 100644
index 0000000000000000000000000000000000000000..d42744c5b1173ec50819ebb9a898aece189d5901
--- /dev/null
+++ b/trainset_56spk_txt/p363_358.txt
@@ -0,0 +1 @@
+But it is a fact.
\ No newline at end of file
diff --git a/trainset_56spk_txt/p364_202.txt b/trainset_56spk_txt/p364_202.txt
new file mode 100644
index 0000000000000000000000000000000000000000..982818b5c28f2d03eb4d059f493d70f8c520ca14
--- /dev/null
+++ b/trainset_56spk_txt/p364_202.txt
@@ -0,0 +1 @@
+The attitude was good today.
\ No newline at end of file
diff --git a/trainset_56spk_txt/p364_214.txt b/trainset_56spk_txt/p364_214.txt
new file mode 100644
index 0000000000000000000000000000000000000000..3759956bb580e16984ce9e1192cc819464350968
--- /dev/null
+++ b/trainset_56spk_txt/p364_214.txt
@@ -0,0 +1 @@
+We are seeking a meeting with the Minister.
\ No newline at end of file
diff --git a/trainset_56spk_txt/p374_283.txt b/trainset_56spk_txt/p374_283.txt
new file mode 100644
index 0000000000000000000000000000000000000000..2c20e82152071b06811761bcfe203383d368cb16
--- /dev/null
+++ b/trainset_56spk_txt/p374_283.txt
@@ -0,0 +1 @@
+And we're not there yet.
\ No newline at end of file
diff --git a/trainset_56spk_txt/p376_048.txt b/trainset_56spk_txt/p376_048.txt
new file mode 100644
index 0000000000000000000000000000000000000000..515709efe2f305f1b4225a8df0024d36f9be588c
--- /dev/null
+++ b/trainset_56spk_txt/p376_048.txt
@@ -0,0 +1 @@
+"The whole of southern Africa is in the grip of Aids."
\ No newline at end of file
diff --git a/trainset_56spk_txt/p376_109.txt b/trainset_56spk_txt/p376_109.txt
new file mode 100644
index 0000000000000000000000000000000000000000..ca81ba142cd853eaedb0192b0ce41e17e3de9a43
--- /dev/null
+++ b/trainset_56spk_txt/p376_109.txt
@@ -0,0 +1 @@
+"But the fans deserve to know!"
\ No newline at end of file