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@@ -2,31 +2,31 @@ file_name,transcription
 Audio/train/1_0.wav,Uh, no, no, I'm just busy at work. I'll be home
 Audio/train/10_0.wav,They just think they raised a proper little band girl. 
 Audio/train/12_0.wav,Sometimes it's nice to be a little more traditional. 
-Audio/train/13_0 copy 2.wav,His daughter is blind. I'm sure he's understanding. 
-Audio/train/13_0 copy.wav,One day where, where everyone's eyes are on me for... 
+Audio/train/13_0copy2.wav,His daughter is blind. I'm sure he's understanding. 
+Audio/train/13_0copy.wav,One day where, where everyone's eyes are on me for... 
 Audio/train/13_0.wav,Why am I colorblind? Am I having a stroke? 
 Audio/train/14_0.wav,I don't know. I just call it boning. 
-Audio/train/15_0 copy 2.wav,you are the first person I really ever cared about. 
-Audio/train/15_0 copy.wav,I've just never walked into a room and 
+Audio/train/15_0copy2.wav,you are the first person I really ever cared about. 
+Audio/train/15_0copy.wav,I've just never walked into a room and 
 Audio/train/15_0.wav,This is not how it goes. 
 Audio/train/15_1.wav,Ah, isn't she elegant? 
-Audio/train/16_0 copy.wav,Oh, baby, you don't think I can find a guy better than you in Florida? 
+Audio/train/16_0copy.wav,Oh, baby, you don't think I can find a guy better than you in Florida? 
 Audio/train/16_0.wav,It hints this isn't charades. What if one of them tells 
-Audio/train/17_0 copy 2.wav,They gave me and Tommy a choice who he wanted. 
-Audio/train/17_0 copy.wav,Come on, the hell he does. He knows you lived your agent. He just wants to sign. 
-Audio/train/19_0 copy 2.wav,But I knew that if I went to move with my mom, I'd never see you again. 
-Audio/train/19_0 copy.wav,the crow than a man swear he loves me. 
+Audio/train/17_0copy2.wav,They gave me and Tommy a choice who he wanted. 
+Audio/train/17_0copy.wav,Come on, the hell he does. He knows you lived your agent. He just wants to sign. 
+Audio/train/19_0copy2.wav,But I knew that if I went to move with my mom, I'd never see you again. 
+Audio/train/19_0copy.wav,the crow than a man swear he loves me. 
 Audio/train/19_0.wav,I know you don't like Bob but Come on.
 Audio/train/22_0.wav,Stop playing that stupid, stupid game. 
 Audio/train/24_0.wav,beach and one which you cannot wait to share with
-Audio/train/25_0 copy 2.wav,If it had been painful, I would not have come. 
-Audio/train/25_0 copy 3.wav,Boom, we fall in love, we get married, we have kids. 
-Audio/train/25_0 copy.wav,I charge my batteries for induction plates. 
-Audio/train/26_0 copy.wav,Whatever this is, it isn't funny. 
+Audio/train/25_0copy2.wav,If it had been painful, I would not have come. 
+Audio/train/25_0copy 3.wav,Boom, we fall in love, we get married, we have kids. 
+Audio/train/25_0copy.wav,I charge my batteries for induction plates. 
+Audio/train/26_0copy.wav,Whatever this is, it isn't funny. 
 Audio/train/26_0.wav,Who's been making the payments you out of what thinking you're more than fucking piece shit? 
 Audio/train/28_0.wav,games and it's not embarrassed to play them with me. 
-Audio/train/29_0 copy 2.wav,I would ever be in some fucking sorority.
-Audio/train/29_0 copy.wav,It were as possible for me to say I love nothing so much as you, but believe me not. 
+Audio/train/29_0copy2.wav,I would ever be in some fucking sorority.
+Audio/train/29_0copy.wav,It were as possible for me to say I love nothing so much as you, but believe me not. 
 Audio/train/29_0.wav,Oh, I see. Horrible John, naughty John. 
 Audio/train/30_0.wav,If everything could be reduced to verbalizable facts, we
 Audio/train/36_0.wav,also known as Ms. Fix It. 
@@ -37,14 +37,14 @@ Audio/train/43_0.wav,But, surely, I'm not Mimi's to give.
 Audio/train/44_0.wav,About a mile down the road, Mallory says stop the car. 
 Audio/train/47_0.wav,It's like, you know all our stories? 
 Audio/train/48_0.wav,But that's why I really appreciate what you did in there. 
-Audio/train/49_0 copy.wav,I'm standing here next to a lady with a pass. 
+Audio/train/49_0copy.wav,I'm standing here next to a lady with a pass. 
 Audio/train/49_0.wav,slaughtered my son! Your god son Leo! 
 Audio/train/50_0.wav,Of course it wasn't a call girl
 Audio/train/51_0.wav,with public accusation, uncovered slander, unmitigated, right
-Audio/train/56_0 copy.wav,Like to see the areas where I can afford to take some risks.
+Audio/train/56_0copy.wav,Like to see the areas where I can afford to take some risks.
 Audio/train/56_0.wav,Christin what are you talking about? This is crazy out of your mind 
 Audio/train/59_0.wav,Great! Let me give you my number. Do you have a pen? 
-Audio/train/60_0 copy.wav,Shut up. He's wanted in three states. 
+Audio/train/60_0copy.wav,Shut up. He's wanted in three states. 
 Audio/train/60_0.wav,We can't just forget it, we're talking about Eve's happiness here. 
 Audio/train/61_0.wav,So, did you watch his play? 
 Audio/train/63_0.wav,I'll take a bath. Will you tell me when minor gets here? 
@@ -57,14 +57,14 @@ Audio/test/6_0.wav,I'm so glad to, although I probably wouldn't have
 Audio/test/9_0.wav,Choose what you want with what I want.
 Audio/test/11_0.wav,going on where, like, ours is gonna be one of the greatest love stories ever told.
 Audio/test/13_0.wav,ever feeling that way about anybody else.
-Audio/test/16_0 copy.wav,How about a little credit? I'm the only president who hasn't gotten this into a war.
+Audio/test/16_0copy.wav,How about a little credit? I'm the only president who hasn't gotten this into a war.
 Audio/test/16_0.wav,I don't know what you're talking about half the time. Why is that?
 Audio/test/16_1.wav,Why can't you have a normal conversation?
 Audio/test/19_0.wav,You know, I pride myself on being this great listener, but whenever I... 
 Audio/test/19_1.wav,Like meet somebody new, I find him doing all the talking. 
 Audio/test/23_0.wav,Never had a drop of alcohol in my life, Officer. 
 Audio/test/26_0.wav,It was a classic experience I always wanted. 
-Audio/test/28_0 copy.wav,Oh my god, that's that's that's shocking how. 
+Audio/test/28_0copy.wav,Oh my god, that's that's that's shocking how. 
 Audio/test/28_0.wav,The further away I get from that and the more I talk to you 
 Audio/test/29_0.wav,I'm gonna carve you like Thanksgiving dinner! 
 Audio/test/30_0.wav,Jesus, I mean what's supposed something like that, you know, like caught on down
@@ -72,13 +72,13 @@ Audio/test/31_0.wav,or keep demonstrating what an ignorant fool you are.
 Audio/test/35_0.wav,You know that there are hundreds of pharmaceutical executives. 
 Audio/test/35_1.wav,in this country that are selling drugs. 
 Audio/test/36_0.wav,It's all braided up and stuff. You've got to free it.
-Audio/test/37_0 copy.wav,Two and a half tabs. Are you crazy? Are you nuts? Doesn't your mother have enough to worry about
+Audio/test/37_0copy.wav,Two and a half tabs. Are you crazy? Are you nuts? Doesn't your mother have enough to worry about
 Audio/test/37_0.wav,I was hired to design a program. My job was about data. 
 Audio/test/39_0.wav,Understands how the algo works and if nobody can understand 
 Audio/test/42_0.wav,You know, in all those movies, you never saw John Wayne's teeth.
 Audio/test/43_0.wav,Yeah, why don't we call up and find out who's in charge over there this week. 
 Audio/test/43_1.wav,Vlad, that's great. I like him. That's good. Why don't we ask him to see if he can come over here? 
-Audio/test/44_0 copy.wav,Maybe we gonna work something out, like what we had with them before. 
+Audio/test/44_0copy.wav,Maybe we gonna work something out, like what we had with them before. 
 Audio/test/44_0.wav,wasn't designed to do is 
 Audio/test/47_0.wav,There is no way that this algorithm 
 Audio/test/50_0.wav,That's when a nationwide policy of this case...