Upload asr_train.tsv

data/en/asr_train.tsv

@@ -99,7 +99,7 @@ id	raw_text	normalized_text	speaker_id	split	gender	is_gold_transcript	accent
 1094	 There's little in the way of basic sanitation. Trashes everywhere. Typically a garbage fire going down some side streets. There's always something burning in the hood.	There's little in the way of basic sanitation. Trashes everywhere. Typically a garbage fire going down some side streets. There's always something burning in the hood.	1	train	male	False	None
 1095	 As you walk, there's every smell you can imagine. People are cooking, eating takeaways in the streets. Some family has a shack that's jury-rigged onto the back of someone else's shack, and they don't have any running water. So they've bathed in a bucket from the outdoor tap and then dumped the dirty water in the street, where it runs into the river of sewerage that's already there because the water system has backed up again.	As you walk, there's every smell you can imagine. People are cooking, eating takeaways in the streets. Some family has a shack that's jury rigged onto the back of someone else's shack, and they don't have any running water. So they've bathed in a bucket from the outdoor tap and then dumped the dirty water in the street, where it runs into the river of sewerage that's already there because the water system has backed up again.	1	train	male	False	None
 1096	 There's a guy fixing cars who thinks he knows what he's doing, but he doesn't. He's dumping old motor oil into the street and now the oil is combining with the dirty bathwater to make a river of filth running down the streets. There's probably a goat hanging around. There's always a goat. As you're walking, sound washes over you. The steady thrum of human activity. People talking in a dozen different languages. Chatting, haggling, arguing.	There's a guy fixing cars who thinks he knows what he's doing, but he doesn't. He's dumping old motor oil into the street and now the oil is combining with the dirty bathwater to make a river of filth running down the streets. There's probably a goat hanging around. There's always a goat. As you're walking, sound washes over you. The steady thrum of human activity. People talking in a dozen different languages. Chatting, haggling, arguing.	1	train	male	False	None
-1098	 After 20th Avenue, you hit the Yookské River. And on the far side of that, across the Roosevelt Street Bridge was East Bank. The newest, nicest part of the hood. East Bank was where the government had gone in, cleared out the squatters and their shacks and started to build actual homes. It was still low-income housing, but decent two-bedroom houses with tiny yards. The families who lived there had a bit of money and usually sent their kids out of the hood to better school.	After  twenty th Avenue, you hit the Yookské River. And on the far side of that, across the Roosevelt Street Bridge was East Bank. The newest, nicest part of the hood. East Bank was where the government had gone in, cleared out the squatters and their shacks and started to build actual homes. It was still low income housing, but decent two bedroom houses with tiny yards. The families who lived there had a bit of money and usually sent their kids out of the hood to better school.	1	train	male	False	None
+1098	 After 20th Avenue, you hit the Yookske River. And on the far side of that, across the Roosevelt Street Bridge was East Bank. The newest, nicest part of the hood. East Bank was where the government had gone in, cleared out the squatters and their shacks and started to build actual homes. It was still low-income housing, but decent two-bedroom houses with tiny yards. The families who lived there had a bit of money and usually sent their kids out of the hood to better school.	After  twenty th Avenue, you hit the Yookske River. And on the far side of that, across the Roosevelt Street Bridge was East Bank. The newest, nicest part of the hood. East Bank was where the government had gone in, cleared out the squatters and their shacks and started to build actual homes. It was still low income housing, but decent two bedroom houses with tiny yards. The families who lived there had a bit of money and usually sent their kids out of the hood to better school.	1	train	male	False	None
 1099	 I graduated from high school when I was 17 and by that point life at home had become toxic because of my stepfather. I didn't want to be there anymore and my mom agreed that I should move out. She helped me move to a cheap, roach-infested flat in a building down the road. My plan, insofar as I had one, was to go to university to be a computer programmer. But we couldn't afford the tuition. I needed to make money. The only way I knew how to make money was selling pirated CDs.	I graduated from high school when I was  seventeen  and by that point life at home had become toxic because of my stepfather. I didn't want to be there anymore and my mom agreed that I should move out. She helped me move to a cheap, roach infested flat in a building down the road. My plan, insofar as I had one, was to go to university to be a computer programmer. But we couldn't afford the tuition. I needed to make money. The only way I knew how to make money was selling pirated CDs.	1	train	male	False	None
 11	 Perhaps the starkest of those divisions was between South Africa's two dominant tribes, the Zulu and the Tosa.	Perhaps the starkest of those divisions was between South Africa's two dominant tribes, the Zulu and the Tosa.	1	train	male	False	None
 110	 In America, you had the forced removal of the native onto reservations, coupled with slavery, followed by segregation.	In America, you had the forced removal of the native onto reservations, coupled with slavery, followed by segregation.	1	train	male	False	None
@@ -132,7 +132,7 @@ id	raw_text	normalized_text	speaker_id	split	gender	is_gold_transcript	accent
 1127.05	 White people have insurance.	White people have insurance.	1	train	male	False	None
 1127.06	 Insurance	Insurance.	1	train	male	False	None
 1127.09	 So it's like they've lost nothing.	So it's like they've lost nothing.	1	train	male	False	None
-1127.10	 Oh, okay, I said.	Oh, okay, I said.	1	train	male	False	None
+1127.1	 Oh, okay, I said.	Oh, okay, I said.	1	train	male	False	None
 1127.11	 Sounds nice.	Sounds nice.	1	train	male	False	None
 1127	 At first, I didn't know not to ask. I remember one time, we bought a car stereo or something like that. But who did this belong to? I said. Hey, don't worry about it. One of the guys told me. White people have insurance. Insurance? Yeah. When white people lose stuff, they have insurance policies that pay them cash for what they've lost. So it's like they've lost nothing. Oh, okay. I said. Sounds nice.	At first, I didn't know not to ask. I remember one time, we bought a car stereo or something like that. But who did this belong to? I said. Hey, don't worry about it. One of the guys told me. White people have insurance. Insurance? Yeah. When white people lose stuff, they have insurance policies that pay them cash for what they've lost. So it's like they've lost nothing. Oh, okay. I said. Sounds nice.	1	train	male	False	None
 1129	 It's easy to be judgmental about crime when you live in a world wealthy enough to be removed from it. But the hood taught me that everyone has different notions of right and wrong. Different definitions of what constitutes crime and what level of crime they're willing to participate in.	It's easy to be judgmental about crime when you live in a world wealthy enough to be removed from it. But the hood taught me that everyone has different notions of right and wrong. Different definitions of what constitutes crime and what level of crime they're willing to participate in.	1	train	male	False	None
@@ -158,7 +158,7 @@ id	raw_text	normalized_text	speaker_id	split	gender	is_gold_transcript	accent
 1146.07	 More guys would come through selling stuff too.	More guys would come through selling stuff too.	1	train	male	False	None
 1146.08	 because they'd been out hustling and stealing all day.	because they'd been out hustling and stealing all day.	1	train	male	False	None
 1146.09	 There'd be a guy selling a cell phone.	There'd be a guy selling a cell phone.	1	train	male	False	None
-1146.10	 A guy selling some leather jacket.	A guy selling some leather jacket.	1	train	male	False	None
+1146.1	 A guy selling some leather jacket.	A guy selling some leather jacket.	1	train	male	False	None
 1146.12	 There was this one dude who looked like a black version of Mr. Burns from The Simpsons.	There was this one dude who looked like a black version of Mr. Burns from The Simpsons.	1	train	male	False	None
 1146.13	 He'd always come by at the end of his shift with the most random useless crap.	He'd always come by at the end of his shift with the most random useless crap.	1	train	male	False	None
 1146.14	 like an electric toothbrush without the charger.	like an electric toothbrush without the charger.	1	train	male	False	None
@@ -263,7 +263,7 @@ id	raw_text	normalized_text	speaker_id	split	gender	is_gold_transcript	accent
 1240.006	 Shit's about to get loco essay.	Shit's about to get loco essay.	1	train	male	False	None
 1240.007	 That's basically what I was doing.	That's basically what I was doing.	1	train	male	False	None
 1240.008	 the South African version of that.	the South African version of that.	1	train	male	False	None
-1240.010	 But it worked.	But it worked.	1	train	male	False	None
+1240.01	 But it worked.	But it worked.	1	train	male	False	None
 1240.011	 The guys in the cell with me, they were there for drunk driving, for domestic abuse, for petty theft. They had no idea what real colored gangsters were like.	The guys in the cell with me, they were there for drunk driving, for domestic abuse, for petty theft. They had no idea what real colored gangsters were like.	1	train	male	False	None
 1240.012	 Everyone left me alone.	Everyone left me alone.	1	train	male	False	None
 1240.013	 We were all playing a game. Only nobody knew we were playing it.	We were all playing a game. Only nobody knew we were playing it.	1	train	male	False	None
@@ -271,7 +271,7 @@ id	raw_text	normalized_text	speaker_id	split	gender	is_gold_transcript	accent
 1240.016	 So I went shits.	So I went shits.	1	train	male	False	None
 1240.017	 These people are hardened criminals.	These people are hardened criminals.	1	train	male	False	None
 1240.018	 I shouldn't be here because I am not a criminal.	I shouldn't be here because I am not a criminal.	1	train	male	False	None
-1240.020	 One by one, guys left to go to their hearings. I stayed to wait for my lawyer, and new people started to pitch up. Now, I was the veteran.	One by one, guys left to go to their hearings. I stayed to wait for my lawyer, and new people started to pitch up. Now, I was the veteran.	1	train	male	False	None
+1240.02	 One by one, guys left to go to their hearings. I stayed to wait for my lawyer, and new people started to pitch up. Now, I was the veteran.	One by one, guys left to go to their hearings. I stayed to wait for my lawyer, and new people started to pitch up. Now, I was the veteran.	1	train	male	False	None
 1240.021	 Doing my colored gangster routine giving the new guys the same look. I'm dangerous Don't fuck with me	Doing my colored gangster routine giving the new guys the same look. I'm dangerous Don't fuck with me.	1	train	male	False	None
 1240.022	 And they looked at me and went, shit, he's a hardened criminal. I shouldn't be here because I'm not like him.	And they looked at me and went, shit, he's a hardened criminal. I shouldn't be here because I'm not like him.	1	train	male	False	None
 1240	 I figured that if I was in jail, people were going to assume I was the kind of colored person who ends up in jail. A violent criminal. So I played it up. I put on this character. I played the stereotype. Anytime the cops asked me questions, I started speaking in broken off recants with a thick colored accent. Imagine a white guy in America, just dark enough to pass for Latino, walking around jail, doing bad Mexican gangster dialogue from the movies.	I figured that if I was in jail, people were going to assume I was the kind of colored person who ends up in jail. A violent criminal. So I played it up. I put on this character. I played the stereotype. Anytime the cops asked me questions, I started speaking in broken off recants with a thick colored accent. Imagine a white guy in America, just dark enough to pass for Latino, walking around jail, doing bad Mexican gangster dialogue from the movies.	1	train	male	False	None
@@ -337,7 +337,7 @@ id	raw_text	normalized_text	speaker_id	split	gender	is_gold_transcript	accent
 1300	 It must be my fault. This is happening. It's the only conclusion you can draw, because why are you the only one receiving his wrath?	It must be my fault. This is happening. It's the only conclusion you can draw, because why are you the only one receiving his wrath?.	1	train	male	False	None
 1302	 One night, my mom and I were at a prayer meeting and she took me aside. Hey, she said, I want to tell you something.	One night, my mom and I were at a prayer meeting and she took me aside. Hey, she said, I want to tell you something.	1	train	male	False	None
 1303	 Abel and I are going to get married. Instinctively, without even asking, I said, I don't think that's a good idea. I wasn't upset or anything. I just had a sense about the guy. An intuition. I'd felt it even before the mulberry tree. That night hadn't changed my feelings towards Abel. It had only shown me, in flesh and blood, what he was capable of.	Abel and I are going to get married. Instinctively, without even asking, I said, I don't think that's a good idea. I wasn't upset or anything. I just had a sense about the guy. An intuition. I'd felt it even before the mulberry tree. That night hadn't changed my feelings towards Abel. It had only shown me, in flesh and blood, what he was capable of.	1	train	male	False	None
-1304	 I understand that it's hard, she said. I understand that you don't want a new dad." No, I said. It's not that. I like Abel. I like him a lot. But you shouldn't marry him. I didn't know the word sinister then, but if I had, I probably would have used it. There's just something not right about him. I don't trust him. I don't think he's a good person.	I understand that it's hard, she said. I understand that you don't want a new dad." No, I said. It's not that. I like Abel. I like him a lot. But you shouldn't marry him. I didn't know the word sinister then, but if I had, I probably would have used it. There's just something not right about him. I don't trust him. I don't think he's a good person.	1	train	male	False	None
+1304	" I understand that it's hard, she said. I understand that you don't want a new dad."" No, I said. It's not that. I like Abel. I like him a lot. But you shouldn't marry him. I didn't know the word sinister then, but if I had, I probably would have used it. There's just something not right about him. I don't trust him. I don't think he's a good person."	"I understand that it's hard, she said. I understand that you don't want a new dad."" No, I said. It's not that. I like Abel. I like him a lot. But you shouldn't marry him. I didn't know the word sinister then, but if I had, I probably would have used it. There's just something not right about him. I don't trust him. I don't think he's a good person."	1	train	male	False	None
 1305	 I'd always been fine with my mom dating this guy, but I'd never considered the possibility of him becoming a permanent addition to our family. I enjoyed being with Abel, the same way I enjoyed playing with a tiger cub the first time I went to a tiger sanctuary. I liked it, I had fun with it, but I never thought about bringing it home.	I'd always been fine with my mom dating this guy, but I'd never considered the possibility of him becoming a permanent addition to our family. I enjoyed being with Abel, the same way I enjoyed playing with a tiger cub the first time I went to a tiger sanctuary. I liked it, I had fun with it, but I never thought about bringing it home.	1	train	male	False	None
 1307	 Mom and Abel got married. There was no ceremony, no exchange of rings. They went and signed the papers and that was it. A year or so later, my baby brother Andrew was born. I only vaguely remember my mom being gone for a few days and when she got back, there was now this thing in the house that cried and shat and got fed. But when you're nine years older than your sibling, their arrival doesn't change much for you. I wasn't changing diapers. I was out playing arcade games at the shop.	Mom and Abel got married. There was no ceremony, no exchange of rings. They went and signed the papers and that was it. A year or so later, my baby brother Andrew was born. I only vaguely remember my mom being gone for a few days and when she got back, there was now this thing in the house that cried and shat and got fed. But when you're nine years older than your sibling, their arrival doesn't change much for you. I wasn't changing diapers. I was out playing arcade games at the shop.	1	train	male	False	None
 1308	 The main thing that marked Andrew's birth for me was our first trip to meet Abel's family during the Christmas holidays. They lived in Zannin, a town in Gazankulu, which had been the Tzonga homeland under apartheid. Zannin has a tropical climate, hot and humid. The white farms nearby grow some of the most amazing fruit, mangoes, lychees, the most beautiful bananas you've ever seen in your life. That's where all the fruit we export to Europe	The main thing that marked Andrew's birth for me was our first trip to meet Abel's family during the Christmas holidays. They lived in Zannin, a town in Gazankulu, which had been the Tzonga homeland under apartheid. Zannin has a tropical climate, hot and humid. The white farms nearby grow some of the most amazing fruit, mangoes, lychees, the most beautiful bananas you've ever seen in your life. That's where all the fruit we export to Europe.	1	train	male	False	None
@@ -398,7 +398,7 @@ id	raw_text	normalized_text	speaker_id	split	gender	is_gold_transcript	accent
 1365.07	 I looked at his arms and I knew, don't be on the other end of those things.	I looked at his arms and I knew, don't be on the other end of those things.	1	train	male	False	None
 1365.08	 I ducked in close and he kept hitting and hitting, but I was in too tight for him to land any solid blows. Then he caught on and he stopped hitting and started trying to grapple and wrestle me.	I ducked in close and he kept hitting and hitting, but I was in too tight for him to land any solid blows. Then he caught on and he stopped hitting and started trying to grapple and wrestle me.	1	train	male	False	None
 1365.09	 He did this thing where he grabbed the skin on my arms and pinched it between his thumb and forefinger and twisted hard.	He did this thing where he grabbed the skin on my arms and pinched it between his thumb and forefinger and twisted hard.	1	train	male	False	None
-1365.10	 Jesus that hurts.	Jesus that hurts.	1	train	male	False	None
+1365.1	 Jesus that hurts.	Jesus that hurts.	1	train	male	False	None
 1365.12	 I had never been that scared before, ever, because there was no purpose to it.	I had never been that scared before, ever, because there was no purpose to it.	1	train	male	False	None
 1365.13	 That's what made it so terrifying.	That's what made it so terrifying.	1	train	male	False	None
 1365.14	 It wasn't discipline.	It wasn't discipline.	1	train	male	False	None
@@ -492,7 +492,7 @@ id	raw_text	normalized_text	speaker_id	split	gender	is_gold_transcript	accent
 1447	 The light changed. I couldn't even see the road, but I drove through the tears, thinking, just get there. Just get there. Just get there. We pulled up to the hospital and I jumped out of the car. There was an outdoor sitting area by the entrance to the emergency room. Andrew was standing there waiting for me. Alone, his clothes smeared with blood. He still looked perfectly calm, completely stoic. Then, the moment he looked up and saw me,	The light changed. I couldn't even see the road, but I drove through the tears, thinking, just get there. Just get there. Just get there. We pulled up to the hospital and I jumped out of the car. There was an outdoor sitting area by the entrance to the emergency room. Andrew was standing there waiting for me. Alone, his clothes smeared with blood. He still looked perfectly calm, completely stoic. Then, the moment he looked up and saw me,.	1	train	male	False	None
 1448	 I turned and ran into the emergency room. My mom was there in triage on a gurney. The doctors were stabilizing her. Her whole body was soaked in blood. There was a hole in her face, a gaping wound above her lip, part of her nose, gone. She was as calm and serene as I'd ever seen her. She could still open one eye, and she turned and looked up at me and saw the look of horror on my face.	I turned and ran into the emergency room. My mom was there in triage on a gurney. The doctors were stabilizing her. Her whole body was soaked in blood. There was a hole in her face, a gaping wound above her lip, part of her nose, gone. She was as calm and serene as I'd ever seen her. She could still open one eye, and she turned and looked up at me and saw the look of horror on my face.	1	train	male	False	None
 145.01	 I want to have a kid, she told him.	I want to have a kid, she told him.	1	train	male	False	None
-145.02	 I don't want kids," he said.	I don't want kids," he said.	1	train	male	False	None
+145.02	" I don't want kids,"" he said."	"I don't want kids,"" he said."	1	train	male	False	None
 145.03	 I didn't ask you to have a kid. I asked you to help me to have my kid.	I didn't ask you to have a kid. I asked you to help me to have my kid.	1	train	male	False	None
 145.04	 I just want the sperm from you.	I just want the sperm from you.	1	train	male	False	None
 145.06	 We don't do such things.	We don't do such things.	1	train	male	False	None
@@ -511,7 +511,7 @@ id	raw_text	normalized_text	speaker_id	split	gender	is_gold_transcript	accent
 1455.006	 Abel kept shooting and everyone ran. They scattered. My mom was struggling to get back to her feet when Abel walked up and stood over her.	Abel kept shooting and everyone ran. They scattered. My mom was struggling to get back to her feet when Abel walked up and stood over her.	1	train	male	False	None
 1455.007	 He pointed the gun at her head, point blank, execution style.	He pointed the gun at her head, point blank, execution style.	1	train	male	False	None
 1455.008	 Then he pulled the trigger.	Then he pulled the trigger.	1	train	male	False	None
-1455.010	 Abel stopped to see what was wrong with the gun. My mother jumped up in a panic. She shoved him aside, ran for the car, jumped into the driver's seat.	Abel stopped to see what was wrong with the gun. My mother jumped up in a panic. She shoved him aside, ran for the car, jumped into the driver's seat.	1	train	male	False	None
+1455.01	 Abel stopped to see what was wrong with the gun. My mother jumped up in a panic. She shoved him aside, ran for the car, jumped into the driver's seat.	Abel stopped to see what was wrong with the gun. My mother jumped up in a panic. She shoved him aside, ran for the car, jumped into the driver's seat.	1	train	male	False	None
 1455.011	 Andrew ran behind and jumped into the passenger seat next to her. Just as she turned the ignition, Andrew heard one last gunshot and the windshield went red.	Andrew ran behind and jumped into the passenger seat next to her. Just as she turned the ignition, Andrew heard one last gunshot and the windshield went red.	1	train	male	False	None
 1455.012	 Abel had fired from behind the car.	Abel had fired from behind the car.	1	train	male	False	None
 1455.013	 The bullets went into the back of her head and exited through the front of her face, and blood sprayed everywhere.	The bullets went into the back of her head and exited through the front of her face, and blood sprayed everywhere.	1	train	male	False	None
@@ -532,7 +532,7 @@ id	raw_text	normalized_text	speaker_id	split	gender	is_gold_transcript	accent
 1465.06	 Take this, I'll pay, I'll pay for everything.	Take this, I'll pay, I'll pay for everything.	1	train	male	False	None
 1465.07	 Sir, hospital can be very expensive.	Sir, hospital can be very expensive.	1	train	male	False	None
 1465.09	 Sir, I don't think you understand.	Sir, I don't think you understand.	1	train	male	False	None
-1465.10	 Hospital can be really expensive.	Hospital can be really expensive.	1	train	male	False	None
+1465.1	 Hospital can be really expensive.	Hospital can be really expensive.	1	train	male	False	None
 1465.11	 Lady, I have money. I'll pay anything. Just help us.	Lady, I have money. I'll pay anything. Just help us.	1	train	male	False	None
 1465.12	 Sir, you don't understand.	Sir, you don't understand.	1	train	male	False	None
 1465.14	 Three thousand... What? Lady, this is my mother's life we're talking about. I'll pay!	Three thousand... What? Lady, this is my mother's life we're talking about. I'll pay!.	1	train	male	False	None
@@ -558,7 +558,7 @@ id	raw_text	normalized_text	speaker_id	split	gender	is_gold_transcript	accent
 1484	 But what happened to your mother today was a miracle. I never say that because I hate it when people say it, but I don't have any other way to explain this.	But what happened to your mother today was a miracle. I never say that because I hate it when people say it, but I don't have any other way to explain this.	1	train	male	False	None
 1485	 The bullet that hit my mother in the butt, he said, was a through and through. It went in, came out, and didn't do any real damage. The other bullet went through the back of her head, entering below the skull at the top of her neck. It missed the spinal cord by her hair, missed the medulla oblongata, and traveled through her head just underneath the brain, missing every major vein, artery, and nerve. With the trajectory the bullet was on, it was headed straight for her left	The bullet that hit my mother in the butt, he said, was a through and through. It went in, came out, and didn't do any real damage. The other bullet went through the back of her head, entering below the skull at the top of her neck. It missed the spinal cord by her hair, missed the medulla oblongata, and traveled through her head just underneath the brain, missing every major vein, artery, and nerve. With the trajectory the bullet was on, it was headed straight for her left.	1	train	male	False	None
 1486	 On the gurney in the emergency room, the blood had made the wound look much worse than it was. The bullets took off only a tiny flap of skin on the side of her nostril and it came out clean with no bullet fragments left inside. She didn't even need surgery. They stopped the bleeding, stitched her up in back, stitched her up in front and let her heal.	On the gurney in the emergency room, the blood had made the wound look much worse than it was. The bullets took off only a tiny flap of skin on the side of her nostril and it came out clean with no bullet fragments left inside. She didn't even need surgery. They stopped the bleeding, stitched her up in back, stitched her up in front and let her heal.	1	train	male	False	None
-1487	 There was nothing we can do because there's nothing we need to do," the doctor said.	There was nothing we can do because there's nothing we need to do," the doctor said.	1	train	male	False	None
+1487	" There was nothing we can do because there's nothing we need to do,"" the doctor said."	"There was nothing we can do because there's nothing we need to do,"" the doctor said."	1	train	male	False	None
 1489	 She was back at work in Seven.	She was back at work in Seven.	1	train	male	False	None
 149	 When the doctors pulled me out, there was an awkward moment where they said, huh, that's a very light-skinned baby.	When the doctors pulled me out, there was an awkward moment where they said, huh, that's a very light skinned baby.	1	train	male	False	None
 1490	 The doctors kept her sedated the rest of that day and night to rest. They told all of us to go home. She's stable, they said. There's nothing you can do here. Go home and sleep.	The doctors kept her sedated the rest of that day and night to rest. They told all of us to go home. She's stable, they said. There's nothing you can do here. Go home and sleep.	1	train	male	False	None
@@ -584,7 +584,7 @@ id	raw_text	normalized_text	speaker_id	split	gender	is_gold_transcript	accent
 151	 Who is the father? They asked. His father is from Swaziland, my mother said, referring to the tiny landlocked kingdom in the west of South Africa.	Who is the father? They asked. His father is from Swaziland, my mother said, referring to the tiny landlocked kingdom in the west of South Africa.	1	train	male	False	None
 1510	 We sat there and she squeezed my hand, and we cracked each other up the way we always did. Mother and son, laughing together through the pain in an intensive care recovery room on a bright and sunny and beautiful day.	We sat there and she squeezed my hand, and we cracked each other up the way we always did. Mother and son, laughing together through the pain in an intensive care recovery room on a bright and sunny and beautiful day.	1	train	male	False	None
 1512	 When Andrew sped off with my mom, leaving the four-year-old alone on the front lawn, Abel walked over to his youngest, picked him up, put the boy in his car, and drove away. As they drove, Isaac turned to his dad. Dad, why did you kill mom? he asked, at that point assuming, as we all did, that my mom was dead.	When Andrew sped off with my mom, leaving the four year old alone on the front lawn, Abel walked over to his youngest, picked him up, put the boy in his car, and drove away. As they drove, Isaac turned to his dad. Dad, why did you kill mom? he asked, at that point assuming, as we all did, that my mom was dead.	1	train	male	False	None
-1513	 because I'm very unhappy," Abel replied, because I'm very sad. Yeah, but you shouldn't kill mom. Where are we going now?	because I'm very unhappy," Abel replied, because I'm very sad. Yeah, but you shouldn't kill mom. Where are we going now?.	1	train	male	False	None
+1513	" because I'm very unhappy,"" Abel replied, because I'm very sad. Yeah, but you shouldn't kill mom. Where are we going now?"	"because I'm very unhappy,"" Abel replied, because I'm very sad. Yeah, but you shouldn't kill mom. Where are we going now?."	1	train	male	False	None
 1514	 I'm going to drop you off at your uncle's house. And where are you going? I'm going to kill myself. But don't kill yourself, Dad.	I'm going to drop you off at your uncle's house. And where are you going? I'm going to kill myself. But don't kill yourself, Dad.	1	train	male	False	None
 1515	 No, I'm going to kill myself.	No, I'm going to kill myself.	1	train	male	False	None
 1517	 He spent that day and went to everyone, relatives and friends, and said his goodbyes. He even told people what he had done. This is what I've done. I've killed her.	He spent that day and went to everyone, relatives and friends, and said his goodbyes. He even told people what he had done. This is what I've done. I've killed her.	1	train	male	False	None
@@ -692,7 +692,7 @@ id	raw_text	normalized_text	speaker_id	split	gender	is_gold_transcript	accent
 237.06	 Then years later, a third wall and eventually a fourth.	Then years later, a third wall and eventually a fourth.	1	train	male	False	None
 237.07	 Now you had a room.	Now you had a room.	1	train	male	False	None
 237.09	 then you'd save up for a roof.	then you'd save up for a roof.	1	train	male	False	None
-237.10	 than Windows.	than Windows.	1	train	male	False	None
+237.1	 than Windows.	than Windows.	1	train	male	False	None
 237.11	 then you'd plaster the thing.	then you'd plaster the thing.	1	train	male	False	None
 237.12	 then your daughter would start a family.	then your daughter would start a family.	1	train	male	False	None
 237.14	 You'd add another corrugated iron structure onto your brick room and slowly over yours turn that into a proper room for them as well.	You'd add another corrugated iron structure onto your brick room and slowly over yours turn that into a proper room for them as well.	1	train	male	False	None
@@ -744,7 +744,7 @@ id	raw_text	normalized_text	speaker_id	split	gender	is_gold_transcript	accent
 273.06	 Then, my mom and my gran stood around the burning shit, praying and singing songs of praise.	Then, my mom and my gran stood around the burning shit, praying and singing songs of praise.	1	train	male	False	None
 273.07	 The commotion didn't stop there, because when there's a demon around, the whole community has to join together to drive it out. If you're not part of the prayer, the demon might leave our house and go to your house and curse you. So we needed everyone.	The commotion didn't stop there, because when there's a demon around, the whole community has to join together to drive it out. If you're not part of the prayer, the demon might leave our house and go to your house and curse you. So we needed everyone.	1	train	male	False	None
 273.09	 The call went out.	The call went out.	1	train	male	False	None
-273.10	 My tiny old gran was out the gate going up and down the block, calling to all the other old grannies for an emergency prayer meeting. Come, we've been bewitched!	My tiny old gran was out the gate going up and down the block, calling to all the other old grannies for an emergency prayer meeting. Come, we've been bewitched!.	1	train	male	False	None
+273.1	 My tiny old gran was out the gate going up and down the block, calling to all the other old grannies for an emergency prayer meeting. Come, we've been bewitched!	My tiny old gran was out the gate going up and down the block, calling to all the other old grannies for an emergency prayer meeting. Come, we've been bewitched!.	1	train	male	False	None
 273.11	 I stood there, my shit burning in the driveway, my poor aged grandmother tottering up and down the streets in a panic and I didn't know what to do. I knew there was no demon, but there was nowhere I could come clean. The hiding I would have to endure. Good lord. Honesty was never the best policy when it came to a hiding. I kept quiet.	I stood there, my shit burning in the driveway, my poor aged grandmother tottering up and down the streets in a panic and I didn't know what to do. I knew there was no demon, but there was nowhere I could come clean. The hiding I would have to endure. Good lord. Honesty was never the best policy when it came to a hiding. I kept quiet.	1	train	male	False	None
 273	 Once my mom found the turd, all hell broke loose. This was serious. They had evidence. She came into the bedroom. Trevor, Trevor, wake up. What? I said, playing dumb. What's going on? Come, come, come. There's a demon in the house. She took my hand and dragged me out of bed. It was all hands on deck. Time for action. The first thing we had to do was go outside and burn the shit. That's what you do with witchcraft. The only way to destroy it is to burn the physical.	Once my mom found the turd, all hell broke loose. This was serious. They had evidence. She came into the bedroom. Trevor, Trevor, wake up. What? I said, playing dumb. What's going on? Come, come, come. There's a demon in the house. She took my hand and dragged me out of bed. It was all hands on deck. Time for action. The first thing we had to do was go outside and burn the shit. That's what you do with witchcraft. The only way to destroy it is to burn the physical.	1	train	male	False	None
 275	 I was terrified. I believed in the power of prayer. I knew that my prayers worked. So if I prayed to God to kill the thing that left the shit, and the thing that left the shit was me, then God was going to kill me.	I was terrified. I believed in the power of prayer. I knew that my prayers worked. So if I prayed to God to kill the thing that left the shit, and the thing that left the shit was me, then God was going to kill me.	1	train	male	False	None
@@ -1051,7 +1051,7 @@ id	raw_text	normalized_text	speaker_id	split	gender	is_gold_transcript	accent
 596	 Then we came home one evening and found the cats strung up by their tails from our front gate, gutted and skinned and bleeding out. Their heads chopped off. On our front wall, someone had written in Afrikaans, Hex, Witch.	Then we came home one evening and found the cats strung up by their tails from our front gate, gutted and skinned and bleeding out. Their heads chopped off. On our front wall, someone had written in Afrikaans, Hex, Witch.	1	train	male	False	None
 597	 Colored people apparently were no more progressive than black people on the issue of cats.	Colored people apparently were no more progressive than black people on the issue of cats.	1	train	male	False	None
 598	 I wasn't exactly devastated about the cats. I don't think we'd had them long enough for me to get attached. I don't even remember their names. And cats are dicks for the most part. As much as I tried, they never felt like real pets. They never showed me affection, nor did they accept any of mine. Had the cats made more of an effort, I might have felt like I had lost something. But even as a kid, looking at these dead mutilated animals, I was like, well, there you have it. Maybe if they'd been nicer, they could have avoided this.	I wasn't exactly devastated about the cats. I don't think we'd had them long enough for me to get attached. I don't even remember their names. And cats are dicks for the most part. As much as I tried, they never felt like real pets. They never showed me affection, nor did they accept any of mine. Had the cats made more of an effort, I might have felt like I had lost something. But even as a kid, looking at these dead mutilated animals, I was like, well, there you have it. Maybe if they'd been nicer, they could have avoided this.	1	train	male	False	None
-6	 Any native female who permits any European male to have illicit carnal intercourse with her, and any European female who permits any native male to have illicit carnal intercourse with her, shall be guilty of an offence and liable on conviction to imprisonment for a period not exceeding four years."	Any native female who permits any European male to have illicit carnal intercourse with her, and any European female who permits any native male to have illicit carnal intercourse with her, shall be guilty of an offence and liable on conviction to imprisonment for a period not exceeding four years.".	1	train	male	False	None
+6	" Any native female who permits any European male to have illicit carnal intercourse with her, and any European female who permits any native male to have illicit carnal intercourse with her, shall be guilty of an offence and liable on conviction to imprisonment for a period not exceeding four years."""	"Any native female who permits any European male to have illicit carnal intercourse with her, and any European female who permits any native male to have illicit carnal intercourse with her, shall be guilty of an offence and liable on conviction to imprisonment for a period not exceeding four years.""."	1	train	male	False	None
 60	 The political dynamic between these two groups was very complicated, but the simplest way to understand it is as a proxy war between Zulu and Khosa. The Inkata was predominantly Zulu, very militant and very nationalistic. The ANC was a broad coalition encompassing many different tribes, but its leaders at the time were primarily Khosa. Instead of uniting for peace, they turned on one another, committing acts of unbelievable savagery.	The political dynamic between these two groups was very complicated, but the simplest way to understand it is as a proxy war between Zulu and Khosa. The Inkata was predominantly Zulu, very militant and very nationalistic. The ANC was a broad coalition encompassing many different tribes, but its leaders at the time were primarily Khosa. Instead of uniting for peace, they turned on one another, committing acts of unbelievable savagery.	1	train	male	False	None
 600	 Then we got dogs. Dogs are cool. Almost every black family I knew had a dog. No matter how poor you were, you had a dog.	Then we got dogs. Dogs are cool. Almost every black family I knew had a dog. No matter how poor you were, you had a dog.	1	train	male	False	None
 601	 White people treat dogs like children or members of the family. Black people's dogs are more for protection, a poor man's alarm system. You buy a dog and you keep it out in the yard. Black people name dogs by their traits. If it has stripes, you call it tiger. If it's vicious, you call it danger. If it has spots, you call it spotty.	White people treat dogs like children or members of the family. Black people's dogs are more for protection, a poor man's alarm system. You buy a dog and you keep it out in the yard. Black people name dogs by their traits. If it has stripes, you call it tiger. If it's vicious, you call it danger. If it has spots, you call it spotty.	1	train	male	False	None
@@ -1207,7 +1207,7 @@ id	raw_text	normalized_text	speaker_id	split	gender	is_gold_transcript	accent
 767.06	 She knew what would happen.	She knew what would happen.	1	train	male	False	None
 767.07	 She knew better than me.	She knew better than me.	1	train	male	False	None
 767.08	 Don't tell me what Abel said.	Don't tell me what Abel said.	1	train	male	False	None
-767.10	 It's not nothing, I said.	It's not nothing, I said.	1	train	male	False	None
+767.1	 It's not nothing, I said.	It's not nothing, I said.	1	train	male	False	None
 767.11	 She glared at me. Don't tell him.	She glared at me. Don't tell him.	1	train	male	False	None
 767.12	 Abel was getting frustrated. What? Don't tell me what.	Abel was getting frustrated. What? Don't tell me what.	1	train	male	False	None
 767.13	 He'd been drinking.	He'd been drinking.	1	train	male	False	None
@@ -1286,7 +1286,7 @@ id	raw_text	normalized_text	speaker_id	split	gender	is_gold_transcript	accent
 839.007	 I'd make so much that I could buy my lunch using other kids' money and keep the lunch money my mom gave me for pocket cash.	I'd make so much that I could buy my lunch using other kids' money and keep the lunch money my mom gave me for pocket cash.	1	train	male	False	None
 839.008	 Then I could afford to catch a bus home instead of walking or save up to buy whatever.	Then I could afford to catch a bus home instead of walking or save up to buy whatever.	1	train	male	False	None
 839.009	 Every day I'll take orders. Assembly would end, and I'd make my mad dash and buy everybody's hot dogs and cokes and muffins.	Every day I'll take orders. Assembly would end, and I'd make my mad dash and buy everybody's hot dogs and cokes and muffins.	1	train	male	False	None
-839.010	 If you paid me extra, you could even tell me where you'd be and I'll deliver it to you.	If you paid me extra, you could even tell me where you'd be and I'll deliver it to you.	1	train	male	False	None
+839.01	 If you paid me extra, you could even tell me where you'd be and I'll deliver it to you.	If you paid me extra, you could even tell me where you'd be and I'll deliver it to you.	1	train	male	False	None
 839.012	 Since I belong to no group, I learn to move seamlessly between groups.	Since I belong to no group, I learn to move seamlessly between groups.	1	train	male	False	None
 839.013	 I floated. I was a chameleon. Still a cultural chameleon.	I floated. I was a chameleon. Still a cultural chameleon.	1	train	male	False	None
 839.014	 I learned how to blend.	I learned how to blend.	1	train	male	False	None
@@ -1294,7 +1294,7 @@ id	raw_text	normalized_text	speaker_id	split	gender	is_gold_transcript	accent
 839.017	 I was like a weed dealer, but of food.	I was like a weed dealer, but of food.	1	train	male	False	None
 839.018	 The weed guy is always welcome at the party. He's not a part of the circle, but he's invited into the circle temporarily because of what he can offer.	The weed guy is always welcome at the party. He's not a part of the circle, but he's invited into the circle temporarily because of what he can offer.	1	train	male	False	None
 839.019	 That's who I was. Always an outsider.	That's who I was. Always an outsider.	1	train	male	False	None
-839.020	 As the outsider, you can retreat into a shell, be anonymous, be invisible. Or you can go the other way. You protect yourself by opening up. You don't ask to be accepted for everything you are, just the one part of yourself that you're willing to share.	As the outsider, you can retreat into a shell, be anonymous, be invisible. Or you can go the other way. You protect yourself by opening up. You don't ask to be accepted for everything you are, just the one part of yourself that you're willing to share.	1	train	male	False	None
+839.02	 As the outsider, you can retreat into a shell, be anonymous, be invisible. Or you can go the other way. You protect yourself by opening up. You don't ask to be accepted for everything you are, just the one part of yourself that you're willing to share.	As the outsider, you can retreat into a shell, be anonymous, be invisible. Or you can go the other way. You protect yourself by opening up. You don't ask to be accepted for everything you are, just the one part of yourself that you're willing to share.	1	train	male	False	None
 84	 A Zulu driver got out with an Iwiisa. A large traditional Zulu weapon. A war club, basically. They're used to smash people's skulls in. Another guy, his crony, got out of the passenger side. They walked up to the driver's side of the car we were in, grabbed the man who'd offered us a ride, pulled him out, and started shoving their clubs in his face. Why are you stealing our customers? Why are you picking people up? It looked like they were gonna kill this guy. I knew that happened sometimes.	A Zulu driver got out with an Iwiisa. A large traditional Zulu weapon. A war club, basically. They're used to smash people's skulls in. Another guy, his crony, got out of the passenger side. They walked up to the driver's side of the car we were in, grabbed the man who'd offered us a ride, pulled him out, and started shoving their clubs in his face. Why are you stealing our customers? Why are you picking people up? It looked like they were gonna kill this guy. I knew that happened sometimes.	1	train	male	False	None
 840	 I learned that even though I didn't belong to one group, I could be a part of any group that was laughing. I'd drop in, pass out the snacks, tell a few jokes. I'd perform for them. I'd catch a bit of their conversation, learn more about their group, and then leave. I never overstayed my welcome. I wasn't popular, but I wasn't an outcast. I was everywhere with everybody, and at the same time, I was all by myself.	I learned that even though I didn't belong to one group, I could be a part of any group that was laughing. I'd drop in, pass out the snacks, tell a few jokes. I'd perform for them. I'd catch a bit of their conversation, learn more about their group, and then leave. I never overstayed my welcome. I wasn't popular, but I wasn't an outcast. I was everywhere with everybody, and at the same time, I was all by myself.	1	train	male	False	None
 841	 I don't regret anything I've ever done in life, any choice that I've made. But I'm consumed with regret for the things I didn't do, the choices I didn't make, the things I didn't say. We spend so much time being afraid of failure, afraid of rejection. But regret is the thing we should fear most. Failure is an answer. Rejection is an answer. Regret is an eternal question you will never have the answer to. What if?	I don't regret anything I've ever done in life, any choice that I've made. But I'm consumed with regret for the things I didn't do, the choices I didn't make, the things I didn't say. We spend so much time being afraid of failure, afraid of rejection. But regret is the thing we should fear most. Failure is an answer. Rejection is an answer. Regret is an eternal question you will never have the answer to. What if?.	1	train	male	False	None
@@ -1336,7 +1336,7 @@ id	raw_text	normalized_text	speaker_id	split	gender	is_gold_transcript	accent
 878.006	 A dozen of them, at least.	A dozen of them, at least.	1	train	male	False	None
 878.007	 I was running with my head down.	I was running with my head down.	1	train	male	False	None
 878.009	 I was in that more all the time.	I was in that more all the time.	1	train	male	False	None
-878.010	 The gods knew my mom too.	The gods knew my mom too.	1	train	male	False	None
+878.01	 The gods knew my mom too.	The gods knew my mom too.	1	train	male	False	None
 878.011	 She did her banking at that time.	She did her banking at that time.	1	train	male	False	None
 878.012	 if they even caught a glimpse of who I was.	if they even caught a glimpse of who I was.	1	train	male	False	None
 878.014	 We ran straight across the parking lot, ducking and weaving between parked cars	We ran straight across the parking lot, ducking and weaving between parked cars.	1	train	male	False	None
@@ -1344,7 +1344,7 @@ id	raw_text	normalized_text	speaker_id	split	gender	is_gold_transcript	accent
 878.016	 They chased and chased and we ran and ran and it was awesome.	They chased and chased and we ran and ran and it was awesome.	1	train	male	False	None
 878.017	 The risk of getting caught was half the fun of being naughty.	The risk of getting caught was half the fun of being naughty.	1	train	male	False	None
 878.019	 This was my turf. This was my neighborhood.	This was my turf. This was my neighborhood.	1	train	male	False	None
-878.020	 You couldn't catch me in my neighborhood?	You couldn't catch me in my neighborhood?.	1	train	male	False	None
+878.02	 You couldn't catch me in my neighborhood?	You couldn't catch me in my neighborhood?.	1	train	male	False	None
 878.021	 I knew every alley and every street, every back wall to climb over, every fence with a gap big enough to slip through.	I knew every alley and every street, every back wall to climb over, every fence with a gap big enough to slip through.	1	train	male	False	None
 878.022	 I knew every shortcut you could possibly imagine.	I knew every shortcut you could possibly imagine.	1	train	male	False	None
 878.024	 You know, in case shit went down.	You know, in case shit went down.	1	train	male	False	None
@@ -1352,7 +1352,7 @@ id	raw_text	normalized_text	speaker_id	split	gender	is_gold_transcript	accent
 878.026	 who needed to know where every camera was and where all the exit points were.	who needed to know where every camera was and where all the exit points were.	1	train	male	False	None
 878.027	 I knew we couldn't run forever. We needed a plan.	I knew we couldn't run forever. We needed a plan.	1	train	male	False	None
 878.029	 I knew that there was a hole in the fence to squeeze through, and on the far side was an empty field behind the mall that took you back to the main road and back to my house.	I knew that there was a hole in the fence to squeeze through, and on the far side was an empty field behind the mall that took you back to the main road and back to my house.	1	train	male	False	None
-878.030	 A grown-up couldn't fit through the hole, but a kid could.	A grown up couldn't fit through the hole, but a kid could.	1	train	male	False	None
+878.03	 A grown-up couldn't fit through the hole, but a kid could.	A grown up couldn't fit through the hole, but a kid could.	1	train	male	False	None
 878.031	 All my years of imagining the life of a secret agent for myself finally paid off.	All my years of imagining the life of a secret agent for myself finally paid off.	1	train	male	False	None
 878.032	 Now that I needed an escape, I had one.	Now that I needed an escape, I had one.	1	train	male	False	None
 878.034	 No, it's a dead end!	No, it's a dead end!.	1	train	male	False	None
@@ -1360,7 +1360,7 @@ id	raw_text	normalized_text	speaker_id	split	gender	is_gold_transcript	accent
 878.036	 He didn't.	He didn't.	1	train	male	False	None
 878.037	 I turned and ran into the dead end. Teddy broke the other way.	I turned and ran into the dead end. Teddy broke the other way.	1	train	male	False	None
 878.039	 Hoff followed me.	Hoff followed me.	1	train	male	False	None
-878.040	 I got to the fence and knew exactly how to squirm through.	I got to the fence and knew exactly how to squirm through.	1	train	male	False	None
+878.04	 I got to the fence and knew exactly how to squirm through.	I got to the fence and knew exactly how to squirm through.	1	train	male	False	None
 878.041	 Head, then shoulder, one leg, then twist, then the other leg, done. I was through. The guards hit the fence behind me and couldn't follow. I ran across the field to a fence on the far side, popped through there, and then I was right on the road, three blocks from my house.	Head, then shoulder, one leg, then twist, then the other leg, done. I was through. The guards hit the fence behind me and couldn't follow. I ran across the field to a fence on the far side, popped through there, and then I was right on the road, three blocks from my house.	1	train	male	False	None
 878.042	 I slipped my hands into my pockets and casually walked home.	I slipped my hands into my pockets and casually walked home.	1	train	male	False	None
 879	 Once I got back to my house, I waited for Teddy. He didn't show up.	Once I got back to my house, I waited for Teddy. He didn't show up.	1	train	male	False	None