diff --git a/noisy_trainset_56spk_wav/p285_024.wav b/noisy_trainset_56spk_wav/p285_024.wav
new file mode 100644
index 0000000000000000000000000000000000000000..097a471ff12610256e7af5736d7a3126160af55f
--- /dev/null
+++ b/noisy_trainset_56spk_wav/p285_024.wav
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:86de825396845fed469d954d66c1702a6532a8f16dfbe04b523e7e2ef42c7f7f
+size 572276
diff --git a/noisy_trainset_56spk_wav/p298_032.wav b/noisy_trainset_56spk_wav/p298_032.wav
new file mode 100644
index 0000000000000000000000000000000000000000..c2122eb72e858bb48885023e46e5ea9b669e4839
--- /dev/null
+++ b/noisy_trainset_56spk_wav/p298_032.wav
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:b751cbac3a730ccae03552e327012b0d1a11cd860a99fed7e316be00986555a8
+size 215084
diff --git a/trainset_56spk_txt/p237_203.txt b/trainset_56spk_txt/p237_203.txt
new file mode 100644
index 0000000000000000000000000000000000000000..def3b49f7008688e6d8bdc0a6efdb13d3240f311
--- /dev/null
+++ b/trainset_56spk_txt/p237_203.txt
@@ -0,0 +1 @@
+Is that success ?
diff --git a/trainset_56spk_txt/p237_211.txt b/trainset_56spk_txt/p237_211.txt
new file mode 100644
index 0000000000000000000000000000000000000000..abd65ed2e1a43791f27ed470b12085ead2f06f0b
--- /dev/null
+++ b/trainset_56spk_txt/p237_211.txt
@@ -0,0 +1 @@
+After that time, the market itself will set the prices.
diff --git a/trainset_56spk_txt/p237_349.txt b/trainset_56spk_txt/p237_349.txt
new file mode 100644
index 0000000000000000000000000000000000000000..b7d608b9b183b65ac559615d5a49eebd631f4900
--- /dev/null
+++ b/trainset_56spk_txt/p237_349.txt
@@ -0,0 +1 @@
+Nobody else was with me.
diff --git a/trainset_56spk_txt/p245_215.txt b/trainset_56spk_txt/p245_215.txt
new file mode 100644
index 0000000000000000000000000000000000000000..8e9d551cd1ee2ad89486243117bcc5285f361865
--- /dev/null
+++ b/trainset_56spk_txt/p245_215.txt
@@ -0,0 +1 @@
+It's so special.
diff --git a/trainset_56spk_txt/p246_178.txt b/trainset_56spk_txt/p246_178.txt
new file mode 100644
index 0000000000000000000000000000000000000000..691a71df30015e3c4685db51b0676b01d2b236c1
--- /dev/null
+++ b/trainset_56spk_txt/p246_178.txt
@@ -0,0 +1 @@
+And she is a successful actor with three decades of experience.
diff --git a/trainset_56spk_txt/p247_013.txt b/trainset_56spk_txt/p247_013.txt
new file mode 100644
index 0000000000000000000000000000000000000000..bc7d24b89122f7b764fc7d2c37a6d8fb5bece9fc
--- /dev/null
+++ b/trainset_56spk_txt/p247_013.txt
@@ -0,0 +1 @@
+Some have accepted it as a miracle without physical explanation. )
diff --git a/trainset_56spk_txt/p247_401.txt b/trainset_56spk_txt/p247_401.txt
new file mode 100644
index 0000000000000000000000000000000000000000..925d22d5eea499eb108aee78e2d92414d99ab085
--- /dev/null
+++ b/trainset_56spk_txt/p247_401.txt
@@ -0,0 +1 @@
+It proved a good decision.)
diff --git a/trainset_56spk_txt/p248_167.txt b/trainset_56spk_txt/p248_167.txt
new file mode 100644
index 0000000000000000000000000000000000000000..f48e9c7fb2c859fc240b1354207557dac8905b94
--- /dev/null
+++ b/trainset_56spk_txt/p248_167.txt
@@ -0,0 +1 @@
+We have a budget in March.
diff --git a/trainset_56spk_txt/p249_186.txt b/trainset_56spk_txt/p249_186.txt
new file mode 100644
index 0000000000000000000000000000000000000000..0c7752eb1fd1ad4777d7bb0a5608b25be8a3776c
--- /dev/null
+++ b/trainset_56spk_txt/p249_186.txt
@@ -0,0 +1 @@
+It should be easy.
diff --git a/trainset_56spk_txt/p251_091.txt b/trainset_56spk_txt/p251_091.txt
new file mode 100644
index 0000000000000000000000000000000000000000..7446da6fb731cd4c95e378e0f16a79fff48be471
--- /dev/null
+++ b/trainset_56spk_txt/p251_091.txt
@@ -0,0 +1 @@
+Until you hit the big games.
diff --git a/trainset_56spk_txt/p260_230.txt b/trainset_56spk_txt/p260_230.txt
new file mode 100644
index 0000000000000000000000000000000000000000..1ec530c4439d56dee22f1d10bd5ea8b0aca821c4
--- /dev/null
+++ b/trainset_56spk_txt/p260_230.txt
@@ -0,0 +1 @@
+On the ground, the West Bank was again the focus of violence.
diff --git a/trainset_56spk_txt/p260_235.txt b/trainset_56spk_txt/p260_235.txt
new file mode 100644
index 0000000000000000000000000000000000000000..ac1126f8e70d822866442fa2437f15c32dea4f97
--- /dev/null
+++ b/trainset_56spk_txt/p260_235.txt
@@ -0,0 +1 @@
+Our policy is clear.
diff --git a/trainset_56spk_txt/p260_353.txt b/trainset_56spk_txt/p260_353.txt
new file mode 100644
index 0000000000000000000000000000000000000000..caf2e21da3e7edc52ad653940314d0d026c32dd1
--- /dev/null
+++ b/trainset_56spk_txt/p260_353.txt
@@ -0,0 +1 @@
+Eight months later, he was dead.
diff --git a/trainset_56spk_txt/p264_001.txt b/trainset_56spk_txt/p264_001.txt
new file mode 100644
index 0000000000000000000000000000000000000000..2d0027bdd1d39e3e513313fd0ff9075a036e828a
--- /dev/null
+++ b/trainset_56spk_txt/p264_001.txt
@@ -0,0 +1 @@
+Please call Stella.  )
diff --git a/trainset_56spk_txt/p264_109.txt b/trainset_56spk_txt/p264_109.txt
new file mode 100644
index 0000000000000000000000000000000000000000..5ad74352b80ac31c401bf1f7aa5f67863f916405
--- /dev/null
+++ b/trainset_56spk_txt/p264_109.txt
@@ -0,0 +1 @@
+The newspapers, by contrast, had held their value.)
diff --git a/trainset_56spk_txt/p264_242.txt b/trainset_56spk_txt/p264_242.txt
new file mode 100644
index 0000000000000000000000000000000000000000..bf417a68905f1bee2c8e93d68bff78537e96cd77
--- /dev/null
+++ b/trainset_56spk_txt/p264_242.txt
@@ -0,0 +1 @@
+They are expected to appear at Edinburgh Sheriff Court today.)
diff --git a/trainset_56spk_txt/p264_318.txt b/trainset_56spk_txt/p264_318.txt
new file mode 100644
index 0000000000000000000000000000000000000000..34d4a44f3d4ae79d14bf8e19cb460d1e14f70559
--- /dev/null
+++ b/trainset_56spk_txt/p264_318.txt
@@ -0,0 +1 @@
+I just felt like a dead loss.)
diff --git a/trainset_56spk_txt/p264_469.txt b/trainset_56spk_txt/p264_469.txt
new file mode 100644
index 0000000000000000000000000000000000000000..0137ccd3dd503b1c5e4d1172546169f03352b690
--- /dev/null
+++ b/trainset_56spk_txt/p264_469.txt
@@ -0,0 +1 @@
+If they gave me free electricity I still wouldn't support the plans.)
diff --git a/trainset_56spk_txt/p264_488.txt b/trainset_56spk_txt/p264_488.txt
new file mode 100644
index 0000000000000000000000000000000000000000..8af26306585cf837452ce8b494f0019eba73319d
--- /dev/null
+++ b/trainset_56spk_txt/p264_488.txt
@@ -0,0 +1 @@
+Just look at his fashion sense.)
diff --git a/trainset_56spk_txt/p265_039.txt b/trainset_56spk_txt/p265_039.txt
new file mode 100644
index 0000000000000000000000000000000000000000..62334ac744fb7fdd96fdbb527f5b96c0756e26f5
--- /dev/null
+++ b/trainset_56spk_txt/p265_039.txt
@@ -0,0 +1 @@
+It's the only thing.
diff --git a/trainset_56spk_txt/p265_324.txt b/trainset_56spk_txt/p265_324.txt
new file mode 100644
index 0000000000000000000000000000000000000000..6dc393ec83d92df1d563fdf0ac77ac3d17a7312d
--- /dev/null
+++ b/trainset_56spk_txt/p265_324.txt
@@ -0,0 +1 @@
+They should take their mobile phones.
diff --git a/trainset_56spk_txt/p271_336.txt b/trainset_56spk_txt/p271_336.txt
new file mode 100644
index 0000000000000000000000000000000000000000..885c4426defd821e139eed78d1e30d7614e6d55d
--- /dev/null
+++ b/trainset_56spk_txt/p271_336.txt
@@ -0,0 +1 @@
+The commitment was not long, and it was worth the risk.
diff --git a/trainset_56spk_txt/p272_316.txt b/trainset_56spk_txt/p272_316.txt
new file mode 100644
index 0000000000000000000000000000000000000000..9fc7dc359e8f1232d064b09f20f7ee91c650343e
--- /dev/null
+++ b/trainset_56spk_txt/p272_316.txt
@@ -0,0 +1 @@
+Off with their heads.
diff --git a/trainset_56spk_txt/p281_448.txt b/trainset_56spk_txt/p281_448.txt
new file mode 100644
index 0000000000000000000000000000000000000000..651ce7755a07e175b9b72d98ba39cf66c8ffd38c
--- /dev/null
+++ b/trainset_56spk_txt/p281_448.txt
@@ -0,0 +1 @@
+That's what made the difference and set the pattern of the match.
diff --git a/trainset_56spk_txt/p283_232.txt b/trainset_56spk_txt/p283_232.txt
new file mode 100644
index 0000000000000000000000000000000000000000..6c397a3f3896801828774e520cce0755a1283273
--- /dev/null
+++ b/trainset_56spk_txt/p283_232.txt
@@ -0,0 +1 @@
+The Shadow Chancellor is away on holiday.
diff --git a/trainset_56spk_txt/p285_129.txt b/trainset_56spk_txt/p285_129.txt
new file mode 100644
index 0000000000000000000000000000000000000000..97d1e6f3ae5d4f23bcd62f81a02df802f44027a4
--- /dev/null
+++ b/trainset_56spk_txt/p285_129.txt
@@ -0,0 +1 @@
+It's not true.
diff --git a/trainset_56spk_txt/p285_235.txt b/trainset_56spk_txt/p285_235.txt
new file mode 100644
index 0000000000000000000000000000000000000000..59de0595bebd35609fda0283faf4e4be62196c52
--- /dev/null
+++ b/trainset_56spk_txt/p285_235.txt
@@ -0,0 +1 @@
+It's quite nice.
diff --git a/trainset_56spk_txt/p285_264.txt b/trainset_56spk_txt/p285_264.txt
new file mode 100644
index 0000000000000000000000000000000000000000..fbe546543270c2f2a76b8a398e43f5358e413772
--- /dev/null
+++ b/trainset_56spk_txt/p285_264.txt
@@ -0,0 +1 @@
+He was also married with two children.
diff --git a/trainset_56spk_txt/p285_276.txt b/trainset_56spk_txt/p285_276.txt
new file mode 100644
index 0000000000000000000000000000000000000000..aca3845052e211d546e2af8561abb5ff07c63d01
--- /dev/null
+++ b/trainset_56spk_txt/p285_276.txt
@@ -0,0 +1 @@
+She looked so young.
diff --git a/trainset_56spk_txt/p292_071.txt b/trainset_56spk_txt/p292_071.txt
new file mode 100644
index 0000000000000000000000000000000000000000..2b4a8c681aff21f6be1ceda23d0857138a636af7
--- /dev/null
+++ b/trainset_56spk_txt/p292_071.txt
@@ -0,0 +1 @@
+I didn't think they would be that stupid.
\ No newline at end of file
diff --git a/trainset_56spk_txt/p292_420.txt b/trainset_56spk_txt/p292_420.txt
new file mode 100644
index 0000000000000000000000000000000000000000..98c56f6715e5eb98d015addb3f8fe447c7c6cc46
--- /dev/null
+++ b/trainset_56spk_txt/p292_420.txt
@@ -0,0 +1 @@
+You can cope with it.
\ No newline at end of file
diff --git a/trainset_56spk_txt/p293_356.txt b/trainset_56spk_txt/p293_356.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e97ff6448086a13a91067ea80693dacea5a1ed76
--- /dev/null
+++ b/trainset_56spk_txt/p293_356.txt
@@ -0,0 +1 @@
+Patients will be partners in decision making.
\ No newline at end of file
diff --git a/trainset_56spk_txt/p293_393.txt b/trainset_56spk_txt/p293_393.txt
new file mode 100644
index 0000000000000000000000000000000000000000..871f81cde2266ac0af5b1b384ef2ff83d4a089bb
--- /dev/null
+++ b/trainset_56spk_txt/p293_393.txt
@@ -0,0 +1 @@
+What happens when the funding is exhausted.
\ No newline at end of file
diff --git a/trainset_56spk_txt/p295_233.txt b/trainset_56spk_txt/p295_233.txt
new file mode 100644
index 0000000000000000000000000000000000000000..9517dd7918dd07e3a582e3e57eb37dd47a4c2734
--- /dev/null
+++ b/trainset_56spk_txt/p295_233.txt
@@ -0,0 +1 @@
+Her body was found on Monday morning.
\ No newline at end of file
diff --git a/trainset_56spk_txt/p298_181.txt b/trainset_56spk_txt/p298_181.txt
new file mode 100644
index 0000000000000000000000000000000000000000..68805754c186c3d4bd49f9cdaa5133a8e29d195b
--- /dev/null
+++ b/trainset_56spk_txt/p298_181.txt
@@ -0,0 +1 @@
+We aren't going to play better.
\ No newline at end of file
diff --git a/trainset_56spk_txt/p299_011.txt b/trainset_56spk_txt/p299_011.txt
new file mode 100644
index 0000000000000000000000000000000000000000..b5608ac9e3ddb28a53266a8ba6f17c670ac4b7b3
--- /dev/null
+++ b/trainset_56spk_txt/p299_011.txt
@@ -0,0 +1 @@
+When a man looks for something beyond his reach, his friends say he's looking for the pot of gold at the end of the rainbow.
\ No newline at end of file
diff --git a/trainset_56spk_txt/p299_123.txt b/trainset_56spk_txt/p299_123.txt
new file mode 100644
index 0000000000000000000000000000000000000000..3e668c8038b952013c2c31246f71566898552bc8
--- /dev/null
+++ b/trainset_56spk_txt/p299_123.txt
@@ -0,0 +1 @@
+However, in Scotland this figure was four weeks.
\ No newline at end of file
diff --git a/trainset_56spk_txt/p299_370.txt b/trainset_56spk_txt/p299_370.txt
new file mode 100644
index 0000000000000000000000000000000000000000..59cdcfe28292492f4e01bb0a9c8f99a34c3026e5
--- /dev/null
+++ b/trainset_56spk_txt/p299_370.txt
@@ -0,0 +1 @@
+See it while you can.
\ No newline at end of file
diff --git a/trainset_56spk_txt/p301_214.txt b/trainset_56spk_txt/p301_214.txt
new file mode 100644
index 0000000000000000000000000000000000000000..c83203b55b60fe1e2f3b2d97f8ac18f4e817dac8
--- /dev/null
+++ b/trainset_56spk_txt/p301_214.txt
@@ -0,0 +1 @@
+Meanwhile, the search continues for Ferguson's replacement.
\ No newline at end of file
diff --git a/trainset_56spk_txt/p302_080.txt b/trainset_56spk_txt/p302_080.txt
new file mode 100644
index 0000000000000000000000000000000000000000..a39320d791575930bdf9ff52e1fc97d79c5509fc
--- /dev/null
+++ b/trainset_56spk_txt/p302_080.txt
@@ -0,0 +1 @@
+You, the British people, are the boss.
\ No newline at end of file
diff --git a/trainset_56spk_txt/p303_143.txt b/trainset_56spk_txt/p303_143.txt
new file mode 100644
index 0000000000000000000000000000000000000000..80b3b176287e5661f138825c7fc0237ab1482cdc
--- /dev/null
+++ b/trainset_56spk_txt/p303_143.txt
@@ -0,0 +1 @@
+Over the last four years, we have been fairly consistent.
\ No newline at end of file
diff --git a/trainset_56spk_txt/p303_243.txt b/trainset_56spk_txt/p303_243.txt
new file mode 100644
index 0000000000000000000000000000000000000000..6b324c39a71f5574adac7a64a6bb8b1810df7f4f
--- /dev/null
+++ b/trainset_56spk_txt/p303_243.txt
@@ -0,0 +1 @@
+How can they engage with the work?
\ No newline at end of file
diff --git a/trainset_56spk_txt/p303_339.txt b/trainset_56spk_txt/p303_339.txt
new file mode 100644
index 0000000000000000000000000000000000000000..529e8d2d2c068499f84c1be611f34119e26607e1
--- /dev/null
+++ b/trainset_56spk_txt/p303_339.txt
@@ -0,0 +1 @@
+Some of his family still live there.
\ No newline at end of file
diff --git a/trainset_56spk_txt/p307_122.txt b/trainset_56spk_txt/p307_122.txt
new file mode 100644
index 0000000000000000000000000000000000000000..579b7eaba61f743946611ef4ef0b4b9d268780a9
--- /dev/null
+++ b/trainset_56spk_txt/p307_122.txt
@@ -0,0 +1 @@
+One, the Acute Services Trust, will run the general hospital services.
\ No newline at end of file
diff --git a/trainset_56spk_txt/p310_025.txt b/trainset_56spk_txt/p310_025.txt
new file mode 100644
index 0000000000000000000000000000000000000000..2241716431edc536426cd1f1ae61449531e78df8
--- /dev/null
+++ b/trainset_56spk_txt/p310_025.txt
@@ -0,0 +1 @@
+He was the youngest of the British team.
\ No newline at end of file
diff --git a/trainset_56spk_txt/p312_375.txt b/trainset_56spk_txt/p312_375.txt
new file mode 100644
index 0000000000000000000000000000000000000000..9c03edbec8c1d88ce98bde1eac926bf98a862059
--- /dev/null
+++ b/trainset_56spk_txt/p312_375.txt
@@ -0,0 +1 @@
+It was a long time coming.
\ No newline at end of file
diff --git a/trainset_56spk_txt/p314_009.txt b/trainset_56spk_txt/p314_009.txt
new file mode 100644
index 0000000000000000000000000000000000000000..485464beca1adff8f903f3b4b97e15bc1fbf0a37
--- /dev/null
+++ b/trainset_56spk_txt/p314_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/p314_107.txt b/trainset_56spk_txt/p314_107.txt
new file mode 100644
index 0000000000000000000000000000000000000000..d6f58c1e210c534cfeec7e2d8231b6b68d70db9e
--- /dev/null
+++ b/trainset_56spk_txt/p314_107.txt
@@ -0,0 +1 @@
+You can expect a hell of a fuss.
\ No newline at end of file
diff --git a/trainset_56spk_txt/p314_393.txt b/trainset_56spk_txt/p314_393.txt
new file mode 100644
index 0000000000000000000000000000000000000000..08ce15e632c82de65e66999fbbe6e484513a1286
--- /dev/null
+++ b/trainset_56spk_txt/p314_393.txt
@@ -0,0 +1 @@
+There must be boundaries.
\ No newline at end of file
diff --git a/trainset_56spk_txt/p323_103.txt b/trainset_56spk_txt/p323_103.txt
new file mode 100644
index 0000000000000000000000000000000000000000..71838a9c19da56ca768f34e025ae30f3a5f08690
--- /dev/null
+++ b/trainset_56spk_txt/p323_103.txt
@@ -0,0 +1 @@
+He could look after himself, but didn't.
\ No newline at end of file
diff --git a/trainset_56spk_txt/p323_116.txt b/trainset_56spk_txt/p323_116.txt
new file mode 100644
index 0000000000000000000000000000000000000000..6dfd53c6261a6f73955cbc609daf5958827ab46a
--- /dev/null
+++ b/trainset_56spk_txt/p323_116.txt
@@ -0,0 +1 @@
+No passengers were on board.
\ No newline at end of file
diff --git a/trainset_56spk_txt/p333_129.txt b/trainset_56spk_txt/p333_129.txt
new file mode 100644
index 0000000000000000000000000000000000000000..ca993ba4a45727c78d786f6dc932344b3d94551f
--- /dev/null
+++ b/trainset_56spk_txt/p333_129.txt
@@ -0,0 +1 @@
+He was back to square one.
\ No newline at end of file
diff --git a/trainset_56spk_txt/p333_202.txt b/trainset_56spk_txt/p333_202.txt
new file mode 100644
index 0000000000000000000000000000000000000000..fdffe67185be6fcb2082bfd729eb959263859b19
--- /dev/null
+++ b/trainset_56spk_txt/p333_202.txt
@@ -0,0 +1 @@
+We have no idea what caused the derailment.
\ No newline at end of file
diff --git a/trainset_56spk_txt/p333_280.txt b/trainset_56spk_txt/p333_280.txt
new file mode 100644
index 0000000000000000000000000000000000000000..d2577f3b40e8860cc0a83c8249b6e9ddecffbfbc
--- /dev/null
+++ b/trainset_56spk_txt/p333_280.txt
@@ -0,0 +1 @@
+We know we can't rely on you.
\ No newline at end of file
diff --git a/trainset_56spk_txt/p333_297.txt b/trainset_56spk_txt/p333_297.txt
new file mode 100644
index 0000000000000000000000000000000000000000..2665c7a1b45b267301912bef525b9a82bb094a93
--- /dev/null
+++ b/trainset_56spk_txt/p333_297.txt
@@ -0,0 +1 @@
+And sooner than we may think.
\ No newline at end of file
diff --git a/trainset_56spk_txt/p333_355.txt b/trainset_56spk_txt/p333_355.txt
new file mode 100644
index 0000000000000000000000000000000000000000..706320786b24d556b8b169f8d6455da92766b873
--- /dev/null
+++ b/trainset_56spk_txt/p333_355.txt
@@ -0,0 +1 @@
+We have obviously got some work to do.
\ No newline at end of file
diff --git a/trainset_56spk_txt/p334_409.txt b/trainset_56spk_txt/p334_409.txt
new file mode 100644
index 0000000000000000000000000000000000000000..7c52dd75454572894f7f8bed595005ae19442053
--- /dev/null
+++ b/trainset_56spk_txt/p334_409.txt
@@ -0,0 +1 @@
+The Master was by then just too old.
\ No newline at end of file
diff --git a/trainset_56spk_txt/p335_219.txt b/trainset_56spk_txt/p335_219.txt
new file mode 100644
index 0000000000000000000000000000000000000000..4d3ae3bd83f3dea0e217d500adf7d5d98e8a3f56
--- /dev/null
+++ b/trainset_56spk_txt/p335_219.txt
@@ -0,0 +1 @@
+She was a delightful person.
\ No newline at end of file
diff --git a/trainset_56spk_txt/p335_399.txt b/trainset_56spk_txt/p335_399.txt
new file mode 100644
index 0000000000000000000000000000000000000000..80c27ff871d7c323ade462fbccb5f09d84020855
--- /dev/null
+++ b/trainset_56spk_txt/p335_399.txt
@@ -0,0 +1 @@
+It is a comforting fantasy - but it remains a fantasy.
\ No newline at end of file
diff --git a/trainset_56spk_txt/p336_161.txt b/trainset_56spk_txt/p336_161.txt
new file mode 100644
index 0000000000000000000000000000000000000000..3cdb696eb0a03eb464073be98a83a4b9ee21dd86
--- /dev/null
+++ b/trainset_56spk_txt/p336_161.txt
@@ -0,0 +1 @@
+I have no battle with the Scots.
\ No newline at end of file
diff --git a/trainset_56spk_txt/p336_409.txt b/trainset_56spk_txt/p336_409.txt
new file mode 100644
index 0000000000000000000000000000000000000000..ab861112388d8ca0e637425b20a59a0b1d0c7804
--- /dev/null
+++ b/trainset_56spk_txt/p336_409.txt
@@ -0,0 +1 @@
+I just carry on with my work.
\ No newline at end of file
diff --git a/trainset_56spk_txt/p339_144.txt b/trainset_56spk_txt/p339_144.txt
new file mode 100644
index 0000000000000000000000000000000000000000..c75b520d2e21d0abe96bbe9be177977920924f58
--- /dev/null
+++ b/trainset_56spk_txt/p339_144.txt
@@ -0,0 +1 @@
+He was part of the family.
\ No newline at end of file
diff --git a/trainset_56spk_txt/p343_221.txt b/trainset_56spk_txt/p343_221.txt
new file mode 100644
index 0000000000000000000000000000000000000000..db3ff83acbeeaf0d41b1cf0612fe325a3ddc5ab7
--- /dev/null
+++ b/trainset_56spk_txt/p343_221.txt
@@ -0,0 +1 @@
+Here we have not had one hour.
\ No newline at end of file
diff --git a/trainset_56spk_txt/p345_149.txt b/trainset_56spk_txt/p345_149.txt
new file mode 100644
index 0000000000000000000000000000000000000000..29bda949bb7170c61097a96f67e416f815d018f2
--- /dev/null
+++ b/trainset_56spk_txt/p345_149.txt
@@ -0,0 +1 @@
+That's a huge amount.
\ No newline at end of file
diff --git a/trainset_56spk_txt/p345_307.txt b/trainset_56spk_txt/p345_307.txt
new file mode 100644
index 0000000000000000000000000000000000000000..7db0e0377bf520241563af0b899931bb63e26110
--- /dev/null
+++ b/trainset_56spk_txt/p345_307.txt
@@ -0,0 +1 @@
+This is too much like Scotland.
\ No newline at end of file
diff --git a/trainset_56spk_txt/p347_264.txt b/trainset_56spk_txt/p347_264.txt
new file mode 100644
index 0000000000000000000000000000000000000000..a567c7fbc8c743b2606f9d26bdba7afd9616c49a
--- /dev/null
+++ b/trainset_56spk_txt/p347_264.txt
@@ -0,0 +1 @@
+Players want to know what is on offer.
\ No newline at end of file
diff --git a/trainset_56spk_txt/p351_163.txt b/trainset_56spk_txt/p351_163.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e3748f4413b999988bc87b464f7b4908dfd40466
--- /dev/null
+++ b/trainset_56spk_txt/p351_163.txt
@@ -0,0 +1 @@
+The other is the existence of male colleagues.
\ No newline at end of file
diff --git a/trainset_56spk_txt/p360_024.txt b/trainset_56spk_txt/p360_024.txt
new file mode 100644
index 0000000000000000000000000000000000000000..0a1a760e696385e3a4f10c6b6546862d19ab2141
--- /dev/null
+++ b/trainset_56spk_txt/p360_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/p360_091.txt b/trainset_56spk_txt/p360_091.txt
new file mode 100644
index 0000000000000000000000000000000000000000..220208634214ab4fa274673124da994316ebe172
--- /dev/null
+++ b/trainset_56spk_txt/p360_091.txt
@@ -0,0 +1 @@
+I've always been very taken by the drink.
\ No newline at end of file
diff --git a/trainset_56spk_txt/p361_221.txt b/trainset_56spk_txt/p361_221.txt
new file mode 100644
index 0000000000000000000000000000000000000000..a7d17347ce1ddce1b7ba3878c67ac192b2f96101
--- /dev/null
+++ b/trainset_56spk_txt/p361_221.txt
@@ -0,0 +1 @@
+It is a performance.
\ No newline at end of file
diff --git a/trainset_56spk_txt/p361_372.txt b/trainset_56spk_txt/p361_372.txt
new file mode 100644
index 0000000000000000000000000000000000000000..b2566464c57a732494ce8aa398b5c6fb5435f55e
--- /dev/null
+++ b/trainset_56spk_txt/p361_372.txt
@@ -0,0 +1 @@
+It is very funny.
\ No newline at end of file
diff --git a/trainset_56spk_txt/p363_380.txt b/trainset_56spk_txt/p363_380.txt
new file mode 100644
index 0000000000000000000000000000000000000000..1c2ca458508ab5c9721bea1e255a7574c78b8a86
--- /dev/null
+++ b/trainset_56spk_txt/p363_380.txt
@@ -0,0 +1 @@
+We were very unhappy with the incident.
\ No newline at end of file
diff --git a/trainset_56spk_txt/p376_089.txt b/trainset_56spk_txt/p376_089.txt
new file mode 100644
index 0000000000000000000000000000000000000000..564502c539886fd9c56cb93a8ee2c370f60830bc
--- /dev/null
+++ b/trainset_56spk_txt/p376_089.txt
@@ -0,0 +1 @@
+"The oil companies would be asked to contribute."
\ No newline at end of file
diff --git a/trainset_56spk_txt/p376_240.txt b/trainset_56spk_txt/p376_240.txt
new file mode 100644
index 0000000000000000000000000000000000000000..0593569092f27d5cad6a6d00e45cb5e1dbb00368
--- /dev/null
+++ b/trainset_56spk_txt/p376_240.txt
@@ -0,0 +1 @@
+"It is a policy which has the full support of the minister."
\ No newline at end of file
diff --git a/trainset_56spk_txt/p376_290.txt b/trainset_56spk_txt/p376_290.txt
new file mode 100644
index 0000000000000000000000000000000000000000..a4b21a75384ac064a6e924d47801c0b25df40332
--- /dev/null
+++ b/trainset_56spk_txt/p376_290.txt
@@ -0,0 +1 @@
+"A new school will be built."
\ No newline at end of file