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DisfluencySpeech Dataset

The DisfluencySpeech Dataset is a single-speaker studio-quality labeled English speech dataset with paralanguage. A single speaker recreates nearly 10 hours of expressive utterances from the Switchboard-1 Telephone Speech Corpus (Switchboard), simulating realistic informal conversations. To aid the development of a text-to-speech (TTS) model that is able to predictively synthesise paralanguage from text without such components, we provide three different transcripts at different levels of information removal (removal of non-speech events, removal of non-sentence elements, and removal of false starts).

Read the paper here.

Benchmark TTS models for each transcript can be found here: Transcript A, Transcript B, and Transcript C.

Dataset Details

All audio files are provided as 22,050 hz .wav files. In the metadata.csv file, 4 different transcripts for each file are provided, each at differing levels of information removal:

transcript_annotated is a full transcript retaining all non-speech event and disfluency annotations;
transcript_a contains all textual content recorded, including non-sentence elements and restarts. Only non-speech events such as laughter and sighs are removed from transcript;
transcript_b is transcript_a but with filled pauses, explicit editing terms, and discourse markers removed. Coordinating conjunctions and asides are left in, as they are non-sentence elements as well, they are often used to convey meaning; and
transcript_c is transcript_b but with false starts removed. This is the most minimal transcript.

The training set contains 90% of the data, the validation set contains 5% of the data, and the test set contains 5% of the data.

Citation

If you use this dataset, please cite the paper in which it is presented:

@misc{wang2024disfluencyspeechsinglespeakerconversational,
      title={DisfluencySpeech -- Single-Speaker Conversational Speech Dataset with Paralanguage}, 
      author={Kyra Wang and Dorien Herremans},
      year={2024},
      eprint={2406.08820},
      archivePrefix={arXiv},
      primaryClass={eess.AS},
      url={https://arxiv.org/abs/2406.08820}, 
}

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Tools, models and datasets related to generative speech models • 1 item • Updated Jun 5 • 2

transcript_annotated stringlengths 57 257	transcript_a stringlengths 42 210	transcript_b stringlengths 37 210	transcript_c stringlengths 34 192
Yeah, I do <laughter>. Yes, {F uh, } I don't work, though, {C but } I used to work [ and, + ] when I had two children.	Yeah, I do. Yes, uh, I don't work, though, but I used to work and, when I had two children.	Yeah, I do. Yes, I don't work, though, but I used to work and, when I had two children.	Yeah, I do. Yes, I don't work, though, but I used to work when I had two children.
I think that's an interesting policy your company has about testing immediately after an on the job accident.	I think that's an interesting policy your company has about testing immediately after an on the job accident.	I think that's an interesting policy your company has about testing immediately after an on the job accident.	I think that's an interesting policy your company has about testing immediately after an on the job accident.
Exactly. [ I, + I ] see more men, {F uh, } {D like } participating in {D like } the family things with children.	Exactly. I, I see more men, uh, like participating in like the family things with children.	Exactly. I, I see more men, participating in the family things with children.	Exactly. I see more men, participating in the family things with children.
{D Like, } {D you know, } helping to take care of them more. [ And -- + -- and, ] {F uh, } {F uh, } doing the jobs equally, {D you know, } What about politics on it?	Like, you know, helping to take care of them more. And and, uh, uh, doing the jobs equally, you know, What about politics on it?	helping to take care of them more. And and, doing the jobs equally, What about politics on it?	helping to take care of them more. and, doing the jobs equally, What about politics on it?
I'm <laughter> not that big on politics. I'm not <laughter> -- -- that educated on it. I'm, - {C and } I really think we should have more -- I agree with that.	I'm not that big on politics. I'm not that educated on it. I'm, and I really think we should have more I agree with that.	I'm not that big on politics. I'm not that educated on it. I'm, and I really think we should have more I agree with that.	I'm not that big on politics. I'm not that educated on it. I'm, and I really think we should have more I agree with that.
Yeah. She took such a rough go of it. {C And } [ they th-, + their tax ] deal and, - At least she was strong to {D like } try it and {D you know. }	Yeah. She took such a rough go of it. And they t-, their tax deal and, At least she was strong to like try it and you know.	Yeah. She took such a rough go of it. And they th-, their tax deal and, At least she was strong to try it and	Yeah. She took such a rough go of it. And their tax deal and, At least she was strong to try it and
{C And } right now I don't think we have too many. {F Uh, } [ th-, + in the ] forefront. Schroeder's about the biggest one in Washington.	And right now I don't think we have too many. Uh, the, in the forefront. Schroeder's about the biggest one in Washington.	And right now I don't think we have too many. th-, in the forefront. Schroeder's about the biggest one in Washington.	And right now I don't think we have too many. in the forefront. Schroeder's about the biggest one in Washington.
Okay. I think the first thing they said, - I have written this down {C so } it would, - [ is it po-, + do you think it's possible ] to have honesty in government or an honest government?	Okay. I think the first thing they said, I have written this down so it would, is it p-, do you think it's possible to have honesty in government or an honest government?	Okay. I think the first thing they said, I have written this down so it would, is it po-, do you think it's possible to have honesty in government or an honest government?	Okay. I think the first thing they said, I have written this down so it would, do you think it's possible to have honesty in government or an honest government?
{C But, } {F uh, } other than that I think maybe it just depends on how you define honesty.	But, uh, other than that I think maybe it just depends on how you define honesty.	But, other than that I think maybe it just depends on how you define honesty.	But, other than that I think maybe it just depends on how you define honesty.
{C And, } {D you know, } how good a name can I make for myself and so forth. {C So } I guess it would be like anything else.	And, you know, how good a name can I make for myself and so forth. So I guess it would be like anything else.	And, how good a name can I make for myself and so forth. So I guess it would be like anything else.	And, how good a name can I make for myself and so forth. So I guess it would be like anything else.
I think ] a little more honesty in the campaigns would be, more to the point. If you knew what you were getting when you voted, {F uh, } -	I think a little more honesty in the campaigns would be, more to the point. If you knew what you were getting when you voted, uh,	I think a little more honesty in the campaigns would be, more to the point. If you knew what you were getting when you voted,	I think a little more honesty in the campaigns would be, more to the point. If you knew what you were getting when you voted,
The other thing they asked about was whether {F uh, } {F uh, } the verdict should be required to be unanimous.	The other thing they asked about was whether uh, uh, the verdict should be required to be unanimous.	The other thing they asked about was whether the verdict should be required to be unanimous.	The other thing they asked about was whether the verdict should be required to be unanimous.
Because [ it's, + I think it's ] gotten just care-, {D well, } - we're not talking about issues we're talking about somebody's personal life [ {C and, } + {C and } ] we're getting away from what we ought to be looking at <throat_clearing>.	Because it's, I think it's gotten just care-, well, we're not talking about issues we're talking about somebody's personal life and, and we're getting away from what we ought to be looking at.	Because it's, I think it's gotten just care-, we're not talking about issues we're talking about somebody's personal life and, and we're getting away from what we ought to be looking at.	Because I think it's gotten just, we're not talking about issues we're talking about somebody's personal life and we're getting away from what we ought to be looking at.
<Throat_clearing> Actually, I think other countries may have it worse, {F uh, } the Japanese government is always having [ a, + some ] kind of a scandal.	Actually, I think other countries may have it worse, uh, the Japanese government is always having a, some kind of a scandal.	Actually, I think other countries may have it worse, the Japanese government is always having a, some kind of a scandal.	Actually, I think other countries may have it worse, the Japanese government is always having some kind of a scandal.
I've got a male Siamese about a year old here. I live alone in an apartment, [ and, + ] {F uh, } -- -- except for the cat.	I've got a male Siamese about a year old here. I live alone in an apartment, and, uh, except for the cat.	I've got a male Siamese about a year old here. I live alone in an apartment, and, except for the cat.	I've got a male Siamese about a year old here. I live alone in an apartment, except for the cat.
{D Well, } we have a cat, {F um, } he's probably, {F oh, } a good two years old, big, old, fat and sassy tabby.	Well, we have a cat, um, he's probably, oh, a good two years old, big, old, fat and sassy tabby.	we have a cat, he's probably, a good two years old, big, old, fat and sassy tabby.	we have a cat, he's probably, a good two years old, big, old, fat and sassy tabby.
{D Well, } yeah, [ he's, + {F uh, } he has ] been really aggressive, {F uh, } especially towards my little girl, for -- -- some reason. He's, {F uh, } been so mean to her <laughter>.	Well, yeah, he's, uh, he has been really aggressive, uh, especially towards my little girl, for some reason. He's, uh, been so mean to her.	yeah, he's, he has been really aggressive, especially towards my little girl, for some reason. He's, been so mean to her.	yeah, he has been really aggressive, especially towards my little girl, for some reason. He's, been so mean to her.
He meows and wants to get in the bathroom {C and, } while he showers, it's so hilarious. {C So } he's quite a animal <laughter>.	He meows and wants to get in the bathroom and, while he showers, it's so hilarious. So he's quite a animal.	He meows and wants to get in the bathroom and, while he showers, it's so hilarious. So he's quite a animal.	He meows and wants to get in the bathroom and, while he showers, it's so hilarious. So he's quite a animal.
Yeah, I guess. {D Well } as long as he doesn't get too aggressive. I guess with the daughter he's all right.	Yeah, I guess. Well as long as he doesn't get too aggressive. I guess with the daughter he's all right.	Yeah, I guess. as long as he doesn't get too aggressive. I guess with the daughter he's all right.	Yeah, I guess. as long as he doesn't get too aggressive. I guess with the daughter he's all right.
<Laughter> Were it not for my son, the cat would not be in this house <laughter>.	Were it not for my son, the cat would not be in this house.	Were it not for my son, the cat would not be in this house.	Were it not for my son, the cat would not be in this house.
I guess, {C and } I would imagine that they don't have many more than one to start with, either.	I guess, and I would imagine that they don't have many more than one to start with, either.	I guess, and I would imagine that they don't have many more than one to start with, either.	I guess, and I would imagine that they don't have many more than one to start with, either.
-- in capital. I think in {D like, } {F uh, } lesser cases it's {D like } ten out of twelve or five out of six, whatever .	in capital. I think in like, uh, lesser cases it's like ten out of twelve or five out of six, whatever.	in capital. I think in lesser cases it's ten out of twelve or five out of six, whatever.	in capital. I think in lesser cases it's ten out of twelve or five out of six, whatever.
{F Oh, } {D well, } great. I've been doing it for about two weeks {C and, } {F uh, } [ no my, + No my, ] -	Oh, well, great. I've been doing it for about two weeks and, uh, no my, No my,	great. I've been doing it for about two weeks and, no my, No my,	great. I've been doing it for about two weeks and, No my,
While I'm at work sometimes, [ I, + ] on the computer network -- -- {F um, } I read the news sometimes, {C and } that's kind of helpful.	While I'm at work sometimes, I, on the computer network um, I read the news sometimes, and that's kind of helpful.	While I'm at work sometimes, I, on the computer network I read the news sometimes, and that's kind of helpful.	While I'm at work sometimes, on the computer network I read the news sometimes, and that's kind of helpful.
I would imagine going to college, though, your professors and different things, - you keep up on what's going on.	I would imagine going to college, though, your professors and different things, you keep up on what's going on.	I would imagine going to college, though, your professors and different things, you keep up on what's going on.	I would imagine going to college, though, your professors and different things, you keep up on what's going on.
That's true, {E I mean, } my roommates and stuff, {D you know } -- -- people around me talk about it. {C And } the people I work with are pretty, {D you know, } [ up, + up-to-date ] on that kind of stuff,	That's true, I mean, my roommates and stuff, you know people around me talk about it. And the people I work with are pretty, you know, up, up-to-date on that kind of stuff,	That's true, my roommates and stuff, people around me talk about it. And the people I work with are pretty, up, up-to-date on that kind of stuff,	That's true, my roommates and stuff, people around me talk about it. And the people I work with are pretty, up-to-date on that kind of stuff,
[ Do you watch, + do you watch ] [ the network, + {D like } major network ] news, {C or } do you watch {D like } -- -- the MACNEIL LEHRER HOUR?	Do you watch, do you watch the network, like major network news, or do you watch like the MACNEIL LEHRER HOUR?	Do you watch, do you watch the network, major network news, or do you watch the MACNEIL LEHRER HOUR?	do you watch major network news, or do you watch the MACNEIL LEHRER HOUR?
{F Oh, } [ ch-, + see channel, ] where I am channel eight's, {F um, } {D like } public T V, - {C so } it's kind of different.	Oh, ch-, see channel, where I am channel eight's, um, like public T V, so it's kind of different.	ch-, see channel, where I am channel eight's, public T V, so it's kind of different.	see channel, where I am channel eight's, public T V, so it's kind of different.
I don't think that the way I get the news is the right way to get it. I think you get a very lopsided picture of what's going on.	I don't think that the way I get the news is the right way to get it. I think you get a very lopsided picture of what's going on.	I don't think that the way I get the news is the right way to get it. I think you get a very lopsided picture of what's going on.	I don't think that the way I get the news is the right way to get it. I think you get a very lopsided picture of what's going on.
[ If they reported every, + if they reported every ] violent crime in Atlanta [ it would take, + it would probably take ] the whole news hour <laughter>.	If they reported every, if they reported every violent crime in Atlanta it would take, it would probably take the whole news hour.	If they reported every, if they reported every violent crime in Atlanta it would take, it would probably take the whole news hour.	if they reported every violent crime in Atlanta it would probably take the whole news hour.
{D Well, } I guess we'll get pretty good news coverage in a couple of years when you host the, {F uh, } summer olympics <laughter>.	Well, I guess we'll get pretty good news coverage in a couple of years when you host the, uh, summer olympics.	I guess we'll get pretty good news coverage in a couple of years when you host the, summer olympics.	I guess we'll get pretty good news coverage in a couple of years when you host the, summer olympics.
{C And, } {F uh, } they've only deliberated four hours or, something {C and } they say they're hopelessly deadlocked.	And, uh, they've only deliberated four hours or, something and they say they're hopelessly deadlocked.	And, they've only deliberated four hours or, something and they say they're hopelessly deadlocked.	And, they've only deliberated four hours or, something and they say they're hopelessly deadlocked.
Yeah, [ they spent a lot of time, + {A that's another thing, } they spend a long time ] on sports, {C and } I think [ that, + {F um, } that's ] fine, I would like to see more time spent on other things.	Yeah, they spent a lot of time, that's another thing, they spend a long time on sports, and I think that, um, that's fine, I would like to see more time spent on other things.	Yeah, they spent a lot of time, that's another thing, they spend a long time on sports, and I think that, that's fine, I would like to see more time spent on other things.	Yeah, that's another thing, they spend a long time on sports, and I think that's fine, I would like to see more time spent on other things.
Yeah he's, {F uh, } a one owner. He likes one boy in the family and that's about it .	Yeah he's, uh, a one owner. He likes one boy in the family and that's about it.	Yeah he's, a one owner. He likes one boy in the family and that's about it.	Yeah he's, a one owner. He likes one boy in the family and that's about it.
[ [ He's, + he, ] + we ] bought the cat for him {C and so } he's, {F uh, } been the one that you know spent the most time with him.	He's, he, we bought the cat for him and so he's, uh, been the one that you know spent the most time with him.	He's, he, we bought the cat for him and so he's, been the one that you know spent the most time with him.	we bought the cat for him and so he's, been the one that you know spent the most time with him.
{F Uh, } my brother has. {F Uh, } we didn't do a lot with them. {F Uh, } I never felt like it was mine or anything, you couldn't do anything.	Uh, my brother has. Uh, we didn't do a lot with them. Uh, I never felt like it was mine or anything, you couldn't do anything.	my brother has. we didn't do a lot with them. I never felt like it was mine or anything, you couldn't do anything.	my brother has. we didn't do a lot with them. I never felt like it was mine or anything, you couldn't do anything.
{C But, } {E I mean, } that [ did, + did ] more responsibility. When its yours and not your brother's <laughter>.	But, I mean, that did, did more responsibility. When its yours and not your brother's.	But, that did, did more responsibility. When its yours and not your brother's.	But, that did more responsibility. When its yours and not your brother's.
{F Oh, } wow. {D So, } when you say the morning news, or evening news or national news is when?	Oh, wow. So, when you say the morning news, or evening news or national news is when?	wow. when you say the morning news, or evening news or national news is when?	wow. when you say the morning news, or evening news or national news is when?
{D Well, } I read, {F uh, } the local newspaper {C and } I also try and read one of the, {F uh, } major dailies like the CHICAGO TRIBUNE, or the NEW YORK TIMES or something like that.	Well, I read, uh, the local newspaper and I also try and read one of the, uh, major dailies like the CHICAGO TRIBUNE, or the NEW YORK TIMES or something like that.	I read, the local newspaper and I also try and read one of the, major dailies like the CHICAGO TRIBUNE, or the NEW YORK TIMES or something like that.	I read, the local newspaper and I also try and read one of the, major dailies like the CHICAGO TRIBUNE, or the NEW YORK TIMES or something like that.
<Throat_clearing> {C But, } I don't know, {F uh, } I think if you listen to {D like } N P R or something like, - [ I, + I ] really like N P R a lot.	But, I don't know, uh, I think if you listen to like N P R or something like, I, I really like N P R a lot.	But, I don't know, I think if you listen to N P R or something like, I, I really like N P R a lot.	But, I don't know, I think if you listen to N P R or something like, I really like N P R a lot.