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Error code: DatasetGenerationCastError Exception: DatasetGenerationCastError Message: An error occurred while generating the dataset All the data files must have the same columns, but at some point there are 3 new columns ({'chapter_filepath', 'url', 'utterances'}) and 10 missing columns ({'speaker_count', 'set', 'duration', 'text_source', 'wer', 'speaker', 'cer', 'text', 'normalized_text', 'audio_filepath'}). This happened while the json dataset builder was generating data using hf://datasets/nvidia/hifitts-2/22khz/chapters_22khz.json (at revision 819351ab782fadafaf6daa09134f00dff5051b2a) Please either edit the data files to have matching columns, or separate them into different configurations (see docs at https://hf.co/docs/hub/datasets-manual-configuration#multiple-configurations) Traceback: Traceback (most recent call last): File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/builder.py", line 1871, in _prepare_split_single writer.write_table(table) File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/arrow_writer.py", line 643, in write_table pa_table = table_cast(pa_table, self._schema) File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/table.py", line 2293, in table_cast return cast_table_to_schema(table, schema) File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/table.py", line 2241, in cast_table_to_schema raise CastError( datasets.table.CastError: Couldn't cast url: string chapter_filepath: string bandwidth: int64 utterances: list<item: struct<audio_filepath: string, offset: double, duration: double>> child 0, item: struct<audio_filepath: string, offset: double, duration: double> child 0, audio_filepath: string child 1, offset: double child 2, duration: double to {'audio_filepath': Value(dtype='string', id=None), 'speaker': Value(dtype='string', id=None), 'set': Value(dtype='string', id=None), 'duration': Value(dtype='float64', id=None), 'bandwidth': Value(dtype='int64', id=None), 'speaker_count': Value(dtype='int64', id=None), 'wer': Value(dtype='float64', id=None), 'cer': Value(dtype='float64', id=None), 'text_source': Value(dtype='string', id=None), 'text': Value(dtype='string', id=None), 'normalized_text': Value(dtype='string', id=None)} because column names don't match During handling of the above exception, another exception occurred: Traceback (most recent call last): File "/src/services/worker/src/worker/job_runners/config/parquet_and_info.py", line 1431, in compute_config_parquet_and_info_response parquet_operations, partial, estimated_dataset_info = stream_convert_to_parquet( File "/src/services/worker/src/worker/job_runners/config/parquet_and_info.py", line 992, in stream_convert_to_parquet builder._prepare_split( File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/builder.py", line 1742, in _prepare_split for job_id, done, content in self._prepare_split_single( File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/builder.py", line 1873, in _prepare_split_single raise DatasetGenerationCastError.from_cast_error( datasets.exceptions.DatasetGenerationCastError: An error occurred while generating the dataset All the data files must have the same columns, but at some point there are 3 new columns ({'chapter_filepath', 'url', 'utterances'}) and 10 missing columns ({'speaker_count', 'set', 'duration', 'text_source', 'wer', 'speaker', 'cer', 'text', 'normalized_text', 'audio_filepath'}). This happened while the json dataset builder was generating data using hf://datasets/nvidia/hifitts-2/22khz/chapters_22khz.json (at revision 819351ab782fadafaf6daa09134f00dff5051b2a) Please either edit the data files to have matching columns, or separate them into different configurations (see docs at https://hf.co/docs/hub/datasets-manual-configuration#multiple-configurations)
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audio_filepath
string | speaker
string | set
string | duration
float64 | bandwidth
int64 | speaker_count
int64 | wer
float64 | cer
float64 | text_source
string | text
string | normalized_text
string |
---|---|---|---|---|---|---|---|---|---|---|
14/1503/14_1503_exercises_in_knitting_0902_librivox-exercisesinknitting_11_mee_0.flac | 14 | train | 11.94 | 16,451 | 1 | 0.062 | 0.012 | mls | knit one knit two together knit three make one and repeat second row seamed third row | Knit one, knit, two together, knit three make one and repeat second row, seamed third row. |
14/1503/14_1503_exercises_in_knitting_0902_librivox-exercisesinknitting_11_mee_1.flac | 14 | train | 16.28 | 16,451 | 1 | 0.08 | 0.031 | mls | knit two make one knit two knit two together knit one knit two together knit two make one knit one and repeat fourth row seamed | Knit two make one knit, two, knit, two together, knit, one knit two together, knit two make one knit one and repeat fourth row seamed. |
14/1503/14_1503_exercises_in_knitting_0902_librivox-exercisesinknitting_11_mee_2.flac | 14 | train | 18.62 | 16,451 | 1 | 0.074 | 0.022 | mls | fifth row knit three make one knit one knit two together knit one knit two together knit one make one knit two and repeat sixth row seamed | Fifth row knit three make one knit, one knit, two together, knit, one knit two together knit, one make one knit two, and repeat sixth row seamed. |
14/1503/14_1503_exercises_in_knitting_0902_librivox-exercisesinknitting_11_mee_3.flac | 14 | train | 15.79 | 16,451 | 1 | 0.087 | 0.016 | mls | seventh row knit four make one knit two together knit one knit two together make one knit three and repeat eighth row seamed | Seventh row knit four, make one knit, two together, knit, one knit two together, make one knit three and repeat, eighth row seamed. |
14/1503/14_1503_exercises_in_knitting_0902_librivox-exercisesinknitting_11_mee_4.flac | 14 | train | 17.39 | 16,451 | 1 | 0.04 | 0.007 | mls | tenth row seamed eleventh row knit one knit two together knit three make one knit one make one knit three knit two together and repeat | Tenth row, seamed, Eleventh row knit one knit, two together, knit three make one knit, one make one knit, three, knit two together and repeat. |
14/1503/14_1503_exercises_in_knitting_0902_librivox-exercisesinknitting_11_mee_5.flac | 14 | train | 16.93 | 16,451 | 1 | 0.08 | 0.015 | mls | twelfth row seamed thirteenth row knit one knit two together knit two make one knit three make one knit two knit two together and repeat | Twelfth row, seamed, Thirteenth row, knit one knit, two together, knit two make one knit, three, make one knit, two knit two together and repeat. |
14/1503/14_1503_exercises_in_knitting_0902_librivox-exercisesinknitting_11_mee_6.flac | 14 | train | 17.15 | 16,451 | 1 | 0.08 | 0.022 | mls | fourteenth row seamed fifteenth row knit one knit two together knit one make one knit five make one knit one knit two together and repeat | Fourteenth row, seamed, Fifteenth row knit one knit two together, knit, one make one knit, five, make one knit, one knit two together and repeat. |
14/1503/14_1503_exercises_in_knitting_0902_librivox-exercisesinknitting_11_mee_7.flac | 14 | train | 17.82 | 16,451 | 1 | 0.125 | 0.042 | mls | sixteenth row seamed seventeenth row knit one knit two together make one knit seven make one knit two together and repeat eighteenth row seamed | Sixteenth row seamed, Seventeenth row, knit one knit two together, make one knit, seven, make one knit two together, and repeat eighteenth row seamed. |
16/1525/16_1525_fame_fortune_0910_librivox-fameandfortune_01_alger_0.flac | 16 | train | 17 | 16,537 | 1 | 0.019 | 0.006 | book | The generous commendations of the first volume by the Press, and by private correspondents whose position makes their approval of value, have confirmed the author in his purpose to write a series of stories intended to illustrate the life and experiences of the friendless and vagrant children to be found in all our cities, | The generous commendations of the first volume by the Press, and by private correspondents whose position makes their approval of value, have confirmed the author in his purpose to write a series of stories intended to illustrate the life and experiences of the friendless and vagrant children to be found in all our cities, |
16/1525/16_1525_fame_fortune_0910_librivox-fameandfortune_01_alger_1.flac | 16 | train | 3.6 | 16,537 | 1 | 0 | 0 | book | numbering in New York alone over twelve thousand. | numbering in New York alone over twelve thousand. |
16/1525/16_1525_fame_fortune_0910_librivox-fameandfortune_01_alger_2.flac | 16 | train | 15.25 | 16,537 | 1 | 0 | 0 | book | In the preparation of the different volumes, the requisite information will be gathered from personal observation mainly, supplemented, however, by facts communicated by those who have been brought into practical relations with the class of children whose lives are portrayed. | In the preparation of the different volumes, the requisite information will be gathered from personal observation mainly, supplemented, however, by facts communicated by those who have been brought into practical relations with the class of children whose lives are portrayed. |
16/1525/16_1525_fame_fortune_0910_librivox-fameandfortune_01_alger_3.flac | 16 | train | 18.67 | 16,537 | 1 | 0.079 | 0.015 | book | The volumes might readily be made more matter of-fact, but the author has sought to depict the inner life and represent the feelings and emotions of these little waifs of city life, and hopes thus to excite a deeper and more widespread sympathy in the public mind, as well as to exert a salutary influence upon the class of whom he is writing, | The volumes might readily be made more matter of-fact, but the author has sought to depict the inner life and represent the feelings and emotions of these little waifs of city life, and hopes thus to excite a deeper and more widespread sympathy in the public mind, as well as to exert a salutary influence upon the class of whom he is writing, |
16/1525/16_1525_fame_fortune_0910_librivox-fameandfortune_01_alger_4.flac | 16 | train | 7.52 | 16,537 | 1 | 0 | 0 | book | by setting before them inspiring examples of what energy, ambition, and an honest purpose may achieve, even in their case. | by setting before them inspiring examples of what energy, ambition, and an honest purpose may achieve, even in their case. |
16/1525/16_1525_fame_fortune_0910_librivox-fameandfortune_01_alger_5.flac | 16 | train | 5.78 | 16,537 | 1 | 0 | 0 | book | In order to reach as large a number of these boys as possible, the publisher is authorized, on application, | In order to reach as large a number of these boys as possible, the publisher is authorized, on application, |
16/1525/16_1525_fame_fortune_0910_librivox-fameandfortune_01_alger_6.flac | 16 | train | 16.87 | 16,537 | 1 | 0.103 | 0.021 | mls | to send a gratuitous copy of the two volumes of the ragged dick series already issued to any regularly organized newsboys lodge within the united states new york december eighteen sixty eight chapter i a boarding-house in bleecker street | To send a gratuitous copy of the two volumes of the Ragged Dick series already issued to any regularly organized newsboys lodge within the United States, New York, December eighteen, sixty eight, Chapter I a boarding-house in Bleecker Street. |
16/1525/16_1525_fame_fortune_0910_librivox-fameandfortune_01_alger_7.flac | 16 | train | 7.92 | 16,537 | 1 | 0 | 0 | book | Well, Fosdick, this is a little better than our old room in Mott Street," said Richard Hunter, looking complacently about him. | Well, Fosdick, this is a little better than our old room in Mott Street," said Richard Hunter, looking complacently about him. |
16/1525/16_1525_fame_fortune_0910_librivox-fameandfortune_01_alger_8.flac | 16 | train | 6.64 | 16,537 | 1 | 0 | 0 | book | "You're right, Dick," said his friend. "This carpet's rather nicer than the ragged one Mrs. Mooney supplied us with. | "You're right, Dick," said his friend. "This carpet's rather nicer than the ragged one misses Mooney supplied us with. |
16/1525/16_1525_fame_fortune_0910_librivox-fameandfortune_01_alger_9.flac | 16 | train | 13.71 | 16,537 | 1 | 0 | 0 | book | The beds are neat and comfortable, and I feel better satisfied, even if we do have to pay twice as much for it." The room which yielded so much satisfaction to the two boys was on the fourth floor of a boarding house in Bleecker Street. | The beds are neat and comfortable, and I feel better satisfied, even if we do have to pay twice as much for it." The room which yielded so much satisfaction to the two boys was on the fourth floor of a boarding house in Bleecker Street. |
16/1525/16_1525_fame_fortune_0910_librivox-fameandfortune_01_alger_10.flac | 16 | train | 9.88 | 16,537 | 1 | 0 | 0 | book | No doubt many of my young readers, who are accustomed to elegant homes, would think it very plain; but neither Richard nor his friend had been used to anything as good. | No doubt many of my young readers, who are accustomed to elegant homes, would think it very plain; but neither Richard nor his friend had been used to anything as good. |
16/1525/16_1525_fame_fortune_0910_librivox-fameandfortune_01_alger_11.flac | 16 | train | 6.4 | 16,537 | 1 | 0 | 0 | book | They had been thrown upon their own exertions at an early age, and had a hard battle to fight with poverty and ignorance. | They had been thrown upon their own exertions at an early age, and had a hard battle to fight with poverty and ignorance. |
16/1525/16_1525_fame_fortune_0910_librivox-fameandfortune_01_alger_12.flac | 16 | train | 10.88 | 16,537 | 1 | 0 | 0 | book | Those of my readers who are familiar with Richard Hunter's experiences when he was "Ragged Dick," will easily understand what a great rise in the world it was for him to have a really respectable home. | Those of my readers who are familiar with Richard Hunter's experiences when he was "Ragged Dick," will easily understand what a great rise in the world it was for him to have a really respectable home. |
16/1525/16_1525_fame_fortune_0910_librivox-fameandfortune_01_alger_13.flac | 16 | train | 9.4 | 16,537 | 1 | 0.103 | 0.034 | book | For years he had led a vagabond life about the streets, as a boot black, sleeping in old wagons, or boxes, or wherever he could find a lodging gratis. | For years he had led a vagabond life about the streets, as a boot black, sleeping in old wagons, or boxes, or wherever he could find a lodging gratis. |
16/1525/16_1525_fame_fortune_0910_librivox-fameandfortune_01_alger_14.flac | 16 | train | 7.51 | 16,537 | 1 | 0 | 0 | book | It was only twelve months since a chance meeting with an intelligent boy caused him to form the resolution to grow up respectable. | It was only twelve months since a chance meeting with an intelligent boy caused him to form the resolution to grow up respectable. |
16/1525/16_1525_fame_fortune_0910_librivox-fameandfortune_01_alger_15.flac | 16 | train | 17.56 | 16,537 | 1 | 0 | 0 | book | By diligent evening study with Henry Fosdick, whose advantages had been much greater than his own, assisted by a natural quickness and an unusual aptitude for learning, he had, in a year, learned to read and write well, and had, besides, made considerable progress in arithmetic. | By diligent evening study with Henry Fosdick, whose advantages had been much greater than his own, assisted by a natural quickness and an unusual aptitude for learning, he had, in a year, learned to read and write well, and had, besides, made considerable progress in arithmetic. |
16/1525/16_1525_fame_fortune_0910_librivox-fameandfortune_01_alger_16.flac | 16 | train | 12.1 | 16,537 | 1 | 0 | 0 | book | Still he would have found it difficult to obtain a situation if he had not been the means of saving from drowning the young child of Mr. James Rockwell, a wealthy merchant in business on Pearl Street, | Still he would have found it difficult to obtain a situation if he had not been the means of saving from drowning the young child of mister James Rockwell, a wealthy merchant in business on Pearl Street, |
16/1525/16_1525_fame_fortune_0910_librivox-fameandfortune_01_alger_17.flac | 16 | train | 10.72 | 16,537 | 1 | 0 | 0 | book | who at once, out of gratitude for the service rendered, engaged our hero in his employ at the unusual compensation, for a beginner, of ten dollars a week. | who at once, out of gratitude for the service rendered, engaged our hero in his employ at the unusual compensation, for a beginner, of ten dollars a week. |
16/1525/16_1525_fame_fortune_0910_librivox-fameandfortune_01_alger_18.flac | 16 | train | 7.34 | 16,537 | 1 | 0 | 0 | book | His friend, Henry Fosdick, was in a hat store on Broadway, but thus far only received six dollars a week. | His friend, Henry Fosdick, was in a hat store on Broadway, but thus far only received six dollars a week. |
16/1525/16_1525_fame_fortune_0910_librivox-fameandfortune_01_alger_19.flac | 16 | train | 9.52 | 16,537 | 1 | 0 | 0 | book | Feeling that it was time to change their quarters to a more respectable portion of the city, they one morning rang the bell of Mrs. Browning's boarding house, on Bleecker Street. | Feeling that it was time to change their quarters to a more respectable portion of the city, they one morning rang the bell of misses Browning's boarding house, on Bleecker Street. |
16/1525/16_1525_fame_fortune_0910_librivox-fameandfortune_01_alger_20.flac | 16 | train | 6.27 | 16,537 | 1 | 0.05 | 0.01 | book | They were shown into the parlor, and soon a tall lady, with flaxen ringlets and a thin face, came in. | They were shown into the parlor, and soon a tall lady, with flaxen ringlets and a thin face, came in. |
16/1525/16_1525_fame_fortune_0910_librivox-fameandfortune_01_alger_21.flac | 16 | train | 6.64 | 16,537 | 1 | 0.071 | 0.013 | book | Well, young gentleman, what can I do for you?" she said, regarding them attentively. | Well, young gentleman, what can I do for you?" she said, regarding them attentively. |
16/1525/16_1525_fame_fortune_0910_librivox-fameandfortune_01_alger_22.flac | 16 | train | 6.1 | 16,537 | 1 | 0 | 0 | book | "My friend and I are looking for a boarding place," said Henry Fosdick. "Have you any rooms vacant?" | "My friend and I are looking for a boarding place," said Henry Fosdick. "Have you any rooms vacant?" |
16/1525/16_1525_fame_fortune_0910_librivox-fameandfortune_01_alger_23.flac | 16 | train | 4.08 | 16,537 | 1 | 0.091 | 0.036 | book | What sort of a room would you like?" asked Mrs. Browning. | What sort of a room would you like?" asked misses Browning. |
16/1525/16_1525_fame_fortune_0910_librivox-fameandfortune_01_alger_24.flac | 16 | train | 10.06 | 16,537 | 1 | 0 | 0 | book | "We cannot afford to pay a high price. We should be satisfied with a small room." "You will room together, I suppose?" "Yes, ma'am." | "We cannot afford to pay a high price. We should be satisfied with a small room." "You will room together, I suppose?" "Yes, ma'am." |
16/1525/16_1525_fame_fortune_0910_librivox-fameandfortune_01_alger_25.flac | 16 | train | 18.98 | 16,537 | 1 | 0 | 0 | book | I have a room vacant on the third floor, quite a good sized one, for which I should charge you seven dollars apiece. There is a room on the fourth floor, not so large, which you can have for five dollars each." "I think we'll look at that," said Richard Hunter. "Very well, then follow me." | I have a room vacant on the third floor, quite a good sized one, for which I should charge you seven dollars apiece. There is a room on the fourth floor, not so large, which you can have for five dollars each." "I think we'll look at that," said Richard Hunter. "Very well, then follow me." |
16/1525/16_1525_fame_fortune_0910_librivox-fameandfortune_01_alger_26.flac | 16 | train | 15.19 | 16,537 | 1 | 0.024 | 0.005 | book | Mrs. Browning preceded the boys to the fourth floor, where she opened the door of a neat room, provided with two single beds, a good sized mirror, a bureau, a warm woollen carpet, a washstand, and an empty bookcase for books. | misses Browning preceded the boys to the fourth floor, where she opened the door of a neat room, provided with two single beds, a good sized mirror, a bureau, a warm woollen carpet, a washstand, and an empty bookcase for books. |
16/1525/16_1525_fame_fortune_0910_librivox-fameandfortune_01_alger_27.flac | 16 | train | 6.36 | 16,537 | 1 | 0 | 0 | book | There was a closet also, the door of which she opened, showing a row of pegs for clothing. | There was a closet also, the door of which she opened, showing a row of pegs for clothing. |
16/1525/16_1525_fame_fortune_0910_librivox-fameandfortune_01_alger_28.flac | 16 | train | 9.95 | 16,537 | 1 | 0 | 0 | book | "How do you like it?" asked Fosdick, in a low voice, turning to his companion. "It's bully," said Dick, in admiring accents. | "How do you like it?" asked Fosdick, in a low voice, turning to his companion. "It's bully," said Dick, in admiring accents. |
16/1525/16_1525_fame_fortune_0910_librivox-fameandfortune_01_alger_29.flac | 16 | train | 15.38 | 16,537 | 1 | 0 | 0 | book | I may as well say here, what the reader will find out as we proceed, that our hero, in spite of his advance in learning, had not got entirely rid of some street phrases, which he had caught from the companions with whom he had for years associated. | I may as well say here, what the reader will find out as we proceed, that our hero, in spite of his advance in learning, had not got entirely rid of some street phrases, which he had caught from the companions with whom he had for years associated. |
16/1525/16_1525_fame_fortune_0910_librivox-fameandfortune_01_alger_30.flac | 16 | train | 17.98 | 16,537 | 1 | 0.039 | 0.022 | book | Five dollars is rather a steep price," said Fosdick, in a low voice. "You know I don't get but six in all." "I'll tell you what, Fosdick," said Dick; "it'll be ten dollars for the two of us. I'll pay six, and you shall pay four. That'll be fair, - won't it?" | Five dollars is rather a steep price," said Fosdick, in a low voice. "You know I don't get but six in all." "I'll tell you what, Fosdick," said Dick; "it'll be ten dollars for the two of us. I'll pay six, and you shall pay four. That'll be fair, - won't it?" |
16/1525/16_1525_fame_fortune_0910_librivox-fameandfortune_01_alger_31.flac | 16 | train | 10.98 | 16,537 | 1 | 0 | 0 | book | No, Dick, I ought to pay my half." "You can make it up by helpin' me when I run against a snag, in my studies." "You know as much as I do now, Dick." | No, Dick, I ought to pay my half." "You can make it up by helpin' me when I run against a snag, in my studies." "You know as much as I do now, Dick." |
16/1525/16_1525_fame_fortune_0910_librivox-fameandfortune_01_alger_32.flac | 16 | train | 4.36 | 16,537 | 1 | 0.077 | 0.016 | book | No, I don't. I haven't any more ideas of grammar than a broomstick. | No, I don't. I haven't any more ideas of grammar than a broomstick. |
16/1525/16_1525_fame_fortune_0910_librivox-fameandfortune_01_alger_33.flac | 16 | train | 11.49 | 16,537 | 1 | 0 | 0 | book | You know I called 'cat' a conjunction the other day. Now, you shall help me in grammar, for I'm blessed if I know whether I'm a noun or an adjective, and I'll pay a dollar towards your board." | You know I called 'cat' a conjunction the other day. Now, you shall help me in grammar, for I'm blessed if I know whether I'm a noun or an adjective, and I'll pay a dollar towards your board." |
16/1525/16_1525_fame_fortune_0910_librivox-fameandfortune_01_alger_34.flac | 16 | train | 3.48 | 16,537 | 1 | 0 | 0 | book | But, Dick, I'm willing to help you for nothing. | But, Dick, I'm willing to help you for nothing. |
16/1525/16_1525_fame_fortune_0910_librivox-fameandfortune_01_alger_35.flac | 16 | train | 15.13 | 16,537 | 1 | 0 | 0 | book | It isn't fair to charge you a dollar a week for my help." "Why isn't it? Aint I to get ten dollars a week, and shan't I have four dollars over, while you will only have two? I think I ought to give you one more, and then we'd be even." | It isn't fair to charge you a dollar a week for my help." "Why isn't it? Aint I to get ten dollars a week, and shan't I have four dollars over, while you will only have two? I think I ought to give you one more, and then we'd be even." |
16/1525/16_1525_fame_fortune_0910_librivox-fameandfortune_01_alger_36.flac | 16 | train | 17.52 | 16,537 | 1 | 0.064 | 0.018 | mls | no dick i wouldn't agree to that if you insist upon it we'll do as you propose but if ever i am able i will make it up to you well young gentleman what have you decided asked mrs browning we'll take the room said dick promptly | No dick. I wouldn't agree to that. if you insist upon it, we'll do as you propose, but if ever I am able, I will make it up to you, well young gentleman. What have you decided? asked misses Browning. we'll take the room, said Dick promptly. |
16/1525/16_1525_fame_fortune_0910_librivox-fameandfortune_01_alger_37.flac | 16 | train | 6.36 | 16,537 | 1 | 0 | 0 | book | When do you wish to commence?" "To day. We'll come this evening." "Very well. | When do you wish to commence?" "To day. We'll come this evening." "Very well. |
16/1525/16_1525_fame_fortune_0910_librivox-fameandfortune_01_alger_38.flac | 16 | train | 5.34 | 16,537 | 1 | 0.077 | 0.028 | book | I suppose you can furnish me with references. You're in business, I suppose?" | I suppose you can furnish me with references. You're in business, I suppose?" |
16/1525/16_1525_fame_fortune_0910_librivox-fameandfortune_01_alger_39.flac | 16 | train | 13.84 | 16,537 | 1 | 0.091 | 0.063 | book | I am in Henderson's hat and cap store, No. - - Broadway," said Henry Fosdick. "And I am going into Rockwell & Cooper's, on Pearl Street, next Monday," said Dick, with a sense of importance. | I am in Henderson's hat and cap store, No. - - Broadway," said Henry Fosdick. "And I am going into Rockwell and Cooper's, on Pearl Street, next Monday," said Dick, with a sense of importance. |
16/1525/16_1525_fame_fortune_0910_librivox-fameandfortune_01_alger_40.flac | 16 | train | 5.01 | 16,537 | 1 | 0 | 0 | book | He felt that this was very different from saying, "I black boots in Chatham Square." | He felt that this was very different from saying, "I black boots in Chatham Square." |
16/1525/16_1525_fame_fortune_0910_librivox-fameandfortune_01_alger_41.flac | 16 | train | 10.04 | 16,537 | 1 | 0.071 | 0.035 | book | You look like good boys," said Mrs. Browning, "and I've no doubt you're honest; but I'm a widow, dependent on my boarders, and I have to be particular. | You look like good boys," said misses Browning, "and I've no doubt you're honest; but I'm a widow, dependent on my boarders, and I have to be particular. |
16/1525/16_1525_fame_fortune_0910_librivox-fameandfortune_01_alger_42.flac | 16 | train | 7.13 | 16,537 | 1 | 0 | 0 | book | Only last week a young man went off, owing me four weeks' board, and I don't suppose he'll ever show his face again. | Only last week a young man went off, owing me four weeks' board, and I don't suppose he'll ever show his face again. |
16/1525/16_1525_fame_fortune_0910_librivox-fameandfortune_01_alger_43.flac | 16 | train | 15.51 | 16,537 | 1 | 0.047 | 0.01 | book | He got a good salary, too; but he spent most of it on cigars and billiards. Now, how can I be sure you will pay me your board regular?" "We'll pay it every week in advance," said Dick, promptly. "Them's our best references," | He got a good salary, too; but he spent most of it on cigars and billiards. Now, how can I be sure you will pay me your board regular?" "We'll pay it every week in advance," said Dick, promptly. "Them's our best references," |
16/1525/16_1525_fame_fortune_0910_librivox-fameandfortune_01_alger_44.flac | 16 | train | 9.88 | 16,537 | 1 | 0.097 | 0.013 | book | and he produced his bank book, showing a deposit of over one hundred dollars to his credit in the savings bank, motioning at the same time to Fosdick to show his. | and he produced his bank book, showing a deposit of over one hundred dollars to his credit in the savings bank, motioning at the same time to Fosdick to show his. |
16/1525/16_1525_fame_fortune_0910_librivox-fameandfortune_01_alger_45.flac | 16 | train | 6.09 | 16,537 | 1 | 0 | 0 | book | "You don't mean to say you've saved all that from your earnings?" said Mrs. Browning, surprised. | "You don't mean to say you've saved all that from your earnings?" said misses Browning, surprised. |
16/1525/16_1525_fame_fortune_0910_librivox-fameandfortune_01_alger_46.flac | 16 | train | 9.92 | 16,537 | 1 | 0.038 | 0.025 | book | Yes," said Dick, "and I might have saved more if I'd begun sooner." "How long has it taken you to save it up?" "About nine months. | Yes," said Dick, "and I might have saved more if I'd begun sooner." "How long has it taken you to save it up?" "About nine months. |
16/1525/16_1525_fame_fortune_0910_librivox-fameandfortune_01_alger_47.flac | 16 | train | 4.23 | 16,537 | 1 | 0 | 0 | book | My friend hasn't saved so much, because his salary has been smaller." | My friend hasn't saved so much, because his salary has been smaller." |
16/1525/16_1525_fame_fortune_0910_librivox-fameandfortune_01_alger_48.flac | 16 | train | 6.84 | 16,537 | 1 | 0 | 0 | book | I won't require you to pay in advance," said Mrs. Browning, graciously. "I am sure I can trust you. | I won't require you to pay in advance," said misses Browning, graciously. "I am sure I can trust you. |
16/1525/16_1525_fame_fortune_0910_librivox-fameandfortune_01_alger_49.flac | 16 | train | 4.37 | 16,537 | 1 | 0 | 0 | book | Boys who have formed so good a habit of saving can be depended upon. | Boys who have formed so good a habit of saving can be depended upon. |
16/1525/16_1525_fame_fortune_0910_librivox-fameandfortune_01_alger_50.flac | 16 | train | 10.44 | 16,537 | 1 | 0.031 | 0.026 | book | I will get the room ready for you, and you may bring your trunks when you please. My hours are, breakfast at seven, lunch at half past twelve, and dinner at six." | I will get the room ready for you, and you may bring your trunks when you please. My hours are, breakfast at seven, lunch at half past twelve, and dinner at six." |
16/1525/16_1525_fame_fortune_0910_librivox-fameandfortune_01_alger_51.flac | 16 | train | 12.26 | 16,537 | 1 | 0 | 0 | book | We shan't be able to come to lunch," said Fosdick. "Our stores are too far off." "Then I will make half a dollar difference with each of you, making nine dollars a week instead of ten." | We shan't be able to come to lunch," said Fosdick. "Our stores are too far off." "Then I will make half a dollar difference with each of you, making nine dollars a week instead of ten." |
16/1525/16_1525_fame_fortune_0910_librivox-fameandfortune_01_alger_52.flac | 16 | train | 4.64 | 16,537 | 1 | 0 | 0 | book | The boys went downstairs, well pleased with the arrangement they had made. | The boys went downstairs, well pleased with the arrangement they had made. |
16/1525/16_1525_fame_fortune_0910_librivox-fameandfortune_01_alger_53.flac | 16 | train | 6.47 | 16,537 | 1 | 0 | 0 | book | Dick insisted upon paying five dollars and a half of the joint weekly expense, leaving three and a half to Fosdick. | Dick insisted upon paying five dollars and a half of the joint weekly expense, leaving three and a half to Fosdick. |
16/1525/16_1525_fame_fortune_0910_librivox-fameandfortune_01_alger_54.flac | 16 | train | 6.24 | 16,537 | 1 | 0 | 0 | book | This would leave the latter two dollars and a half out of his salary, while Dick would have left four and a half. | This would leave the latter two dollars and a half out of his salary, while Dick would have left four and a half. |
16/1525/16_1525_fame_fortune_0910_librivox-fameandfortune_01_alger_55.flac | 16 | train | 3.97 | 16,537 | 1 | 0.1 | 0.182 | book | With economy, both thought they could continue to lay up | With economy, both thought they could continue to lay up |
16/1525/16_1525_fame_fortune_0910_librivox-fameandfortune_01_alger_56.flac | 16 | train | 14.13 | 16,537 | 1 | 0.023 | 0.004 | book | There was one little embarrassment which suggested itself to the boys. Neither of them had a trunk, having been able to stow away all their wardrobe without difficulty in the drawers of the bureau with which their room in Mott Street was provided. | There was one little embarrassment which suggested itself to the boys. Neither of them had a trunk, having been able to stow away all their wardrobe without difficulty in the drawers of the bureau with which their room in Mott Street was provided. |
16/1525/16_1525_fame_fortune_0910_librivox-fameandfortune_01_alger_57.flac | 16 | train | 6.16 | 16,537 | 1 | 0 | 0 | book | Why are you like an elephant, Fosdick?" asked Dick, jocosely, as they emerged into the street. | Why are you like an elephant, Fosdick?" asked Dick, jocosely, as they emerged into the street. |
16/1525/16_1525_fame_fortune_0910_librivox-fameandfortune_01_alger_58.flac | 16 | train | 6.83 | 16,537 | 1 | 0.056 | 0.045 | book | "I don't know, I'm sure." "Because you haven't got any trunk except what you carry round with you." | "I don't know, I'm sure." "Because you haven't got any trunk except what you carry round with you." |
16/1525/16_1525_fame_fortune_0910_librivox-fameandfortune_01_alger_59.flac | 16 | train | 16.12 | 16,537 | 1 | 0.081 | 0.035 | book | We'll have to get trunks, or perhaps carpet bags would do." "No," said Dick, decisively, "it aint 'spectable to be without a trunk, and we're going to be 'spectable now." " Re spectable, Dick." "All right, - respectable, then. | We'll have to get trunks, or perhaps carpet bags would do." "No," said Dick, decisively, "it aint 'spectable to be without a trunk, and we're going to be 'spectable now." " Re spectable, Dick." "All right, - respectable, then. |
16/1525/16_1525_fame_fortune_0910_librivox-fameandfortune_01_alger_60.flac | 16 | train | 2.34 | 16,537 | 1 | 0 | 0 | book | Let's go and buy each a trunk." | Let's go and buy each a trunk." |
16/1525/16_1525_fame_fortune_0910_librivox-fameandfortune_01_alger_61.flac | 16 | train | 4.4 | 16,537 | 1 | 0.111 | 0.017 | book | This advice seemed reasonable, and Fosdick made no objection. | This advice seemed reasonable, and Fosdick made no objection. |
16/1525/16_1525_fame_fortune_0910_librivox-fameandfortune_01_alger_62.flac | 16 | train | 6.51 | 16,537 | 1 | 0 | 0 | book | The boys succeeded in getting two decent trunks at three dollars apiece, and ordered them sent to their room in Mott Street. | The boys succeeded in getting two decent trunks at three dollars apiece, and ordered them sent to their room in Mott Street. |
16/1525/16_1525_fame_fortune_0910_librivox-fameandfortune_01_alger_63.flac | 16 | train | 12.53 | 16,537 | 1 | 0 | 0 | book | It must be remembered by my readers, who may regard the prices given as too low, that the events here recorded took place several years before the war, when one dollar was equal to two at the present day. | It must be remembered by my readers, who may regard the prices given as too low, that the events here recorded took place several years before the war, when one dollar was equal to two at the present day. |
16/1525/16_1525_fame_fortune_0910_librivox-fameandfortune_01_alger_64.flac | 16 | train | 10.4 | 16,537 | 1 | 0 | 0 | mls | at the close of the afternoon fosdick got away from the store an hour earlier and the boys preceded by an expressman bearing their trunks went to their new home | At the close of the afternoon, Fosdick got away from the store an hour earlier, and the boys preceded by an expressman bearing their trunks went to their new home. |
16/1525/16_1525_fame_fortune_0910_librivox-fameandfortune_01_alger_65.flac | 16 | train | 6.13 | 16,537 | 1 | 0.087 | 0.009 | mls | they had just time to wash and comb their hair when the bell rang for dinner and they went down to the dining-room | They had just time to wash and comb their hair when the bell rang for dinner, and they went down to the dining-room |
16/1525/16_1525_fame_fortune_0910_librivox-fameandfortune_01_alger_66.flac | 16 | train | 6.72 | 16,537 | 1 | 0 | 0 | book | Nearly all the boarders were assembled, and were sitting around a long table spread with a variety of dishes. | Nearly all the boarders were assembled, and were sitting around a long table spread with a variety of dishes. |
16/1525/16_1525_fame_fortune_0910_librivox-fameandfortune_01_alger_67.flac | 16 | train | 5.8 | 16,537 | 1 | 0.048 | 0.037 | book | Mrs. Browning was a good manager, and was wise enough to set a table to which her boarders could not object. | misses Browning was a good manager, and was wise enough to set a table to which her boarders could not object. |
16/1525/16_1525_fame_fortune_0910_librivox-fameandfortune_01_alger_68.flac | 16 | train | 7.6 | 16,537 | 1 | 0.048 | 0.009 | book | This way, if you please, young gentlemen," she said, pointing to two adjoining seats on the opposite side of the table. | This way, if you please, young gentlemen," she said, pointing to two adjoining seats on the opposite side of the table. |
16/1525/16_1525_fame_fortune_0910_librivox-fameandfortune_01_alger_69.flac | 16 | train | 9.85 | 16,537 | 1 | 0 | 0 | book | Our hero, it must be confessed, felt a little awkward, not being used to the formality of a boarding house, and feeling that the eyes of twenty boarders were upon him. | Our hero, it must be confessed, felt a little awkward, not being used to the formality of a boarding house, and feeling that the eyes of twenty boarders were upon him. |
16/1525/16_1525_fame_fortune_0910_librivox-fameandfortune_01_alger_70.flac | 16 | train | 10.2 | 16,537 | 1 | 0 | 0 | book | His confusion was increased, when, after taking his seat, he saw sitting opposite him, a young man whose boots he remembered to have blacked only a week before. | His confusion was increased, when, after taking his seat, he saw sitting opposite him, a young man whose boots he remembered to have blacked only a week before. |
16/1525/16_1525_fame_fortune_0910_librivox-fameandfortune_01_alger_71.flac | 16 | train | 4.7 | 16,537 | 1 | 0 | 0 | book | Observing Dick's look, Mrs. Browning proceeded to introduce him to the other. | Observing Dick's look, misses Browning proceeded to introduce him to the other. |
16/1525/16_1525_fame_fortune_0910_librivox-fameandfortune_01_alger_72.flac | 16 | train | 14.87 | 16,537 | 1 | 0.056 | 0.033 | book | Mr. Clifton," she said, "let me introduce Mr. Hunter and his friend, Mr. Fosdick, - two new members of our family." Dick bowed rather awkwardly, and the young man said, "Glad to make your acquaintance, Mr. Hunter. | mister Clifton," she said, "let me introduce mister Hunter and his friend, mister Fosdick, - two new members of our family." Dick bowed rather awkwardly, and the young man said, "Glad to make your acquaintance, mister Hunter. |
16/1525/16_1525_fame_fortune_0910_librivox-fameandfortune_01_alger_73.flac | 16 | train | 2.72 | 16,537 | 1 | 0 | 0 | book | Your face looks quite familiar. | Your face looks quite familiar. |
16/1525/16_1525_fame_fortune_0910_librivox-fameandfortune_01_alger_74.flac | 16 | train | 11.37 | 16,537 | 1 | 0 | 0 | book | I think I must have seen you before." "I think I've seen you before," said Dick. "It's strange I can't think where," said the young man, | I think I must have seen you before." "I think I've seen you before," said Dick. "It's strange I can't think where," said the young man, |
16/1525/16_1525_fame_fortune_0910_librivox-fameandfortune_01_alger_75.flac | 16 | train | 8.12 | 16,537 | 1 | 0.069 | 0.007 | book | who had not the least idea that the well dressed boy before him was the boot black who had brushed his boots near the Park railings the Monday previous. | who had not the least idea that the well dressed boy before him was the boot black who had brushed his boots near the Park railings the Monday previous. |
16/1525/16_1525_fame_fortune_0910_librivox-fameandfortune_01_alger_76.flac | 16 | train | 2.79 | 16,537 | 1 | 0 | 0 | book | Dick did not think proper to enlighten him. | Dick did not think proper to enlighten him. |
16/1525/16_1525_fame_fortune_0910_librivox-fameandfortune_01_alger_77.flac | 16 | train | 13.69 | 16,537 | 1 | 0 | 0 | book | He was not ashamed of his past occupation; but it was past, and he wanted to be valued for what he might become, not for what he had been. "Are you in business, Mr. Hunter?" inquired Mr. Clifton. | He was not ashamed of his past occupation; but it was past, and he wanted to be valued for what he might become, not for what he had been. "Are you in business, mister Hunter?" inquired mister Clifton. |
16/1525/16_1525_fame_fortune_0910_librivox-fameandfortune_01_alger_78.flac | 16 | train | 7.56 | 16,537 | 1 | 0 | 0 | book | It sounded strange to our hero to be called Mr. Hunter; but he rather liked it. He felt that it sounded respectable. | It sounded strange to our hero to be called mister Hunter; but he rather liked it. He felt that it sounded respectable. |
16/1525/16_1525_fame_fortune_0910_librivox-fameandfortune_01_alger_79.flac | 16 | train | 7.2 | 16,537 | 1 | 0 | 0 | book | "I am at Rockwell & Cooper's, on Pearl Street," said Dick. "I know the place. It is a large firm." | "I am at Rockwell and Cooper's, on Pearl Street," said Dick. "I know the place. It is a large firm." |
16/1525/16_1525_fame_fortune_0910_librivox-fameandfortune_01_alger_80.flac | 16 | train | 4.68 | 16,537 | 1 | 0 | 0 | book | Dick was glad to hear it, but did not say that he knew nothing about it. | Dick was glad to hear it, but did not say that he knew nothing about it. |
16/1525/16_1525_fame_fortune_0910_librivox-fameandfortune_01_alger_81.flac | 16 | train | 7.55 | 16,537 | 1 | 0 | 0 | book | The dinner was a good one, much better than the two boys were accustomed to get at the eating houses which in times past they had frequented. | The dinner was a good one, much better than the two boys were accustomed to get at the eating houses which in times past they had frequented. |
16/1525/16_1525_fame_fortune_0910_librivox-fameandfortune_01_alger_82.flac | 16 | train | 9.88 | 16,537 | 1 | 0 | 0 | book | Dick noticed carefully how the others did, and acquitted himself quite creditably, so that no one probably suspected that he had not always been used to as good a table. | Dick noticed carefully how the others did, and acquitted himself quite creditably, so that no one probably suspected that he had not always been used to as good a table. |
16/1525/16_1525_fame_fortune_0910_librivox-fameandfortune_01_alger_83.flac | 16 | train | 8.88 | 16,537 | 1 | 0.038 | 0.007 | book | When the boys rose from the table, Mrs. Browning said, "Won't you walk into the parlor, young gentlemen? We generally have a little music after dinner. | When the boys rose from the table, misses Browning said, "Won't you walk into the parlor, young gentlemen? We generally have a little music after dinner. |
16/1525/16_1525_fame_fortune_0910_librivox-fameandfortune_01_alger_84.flac | 16 | train | 4.19 | 16,537 | 1 | 0.083 | 0.052 | book | Some of the young ladies are musical. Do either of you play?" | Some of the young ladies are musical. Do either of you play?" |
16/1525/16_1525_fame_fortune_0910_librivox-fameandfortune_01_alger_85.flac | 16 | train | 7.64 | 16,537 | 1 | 0.105 | 0.054 | book | Dick said he sometimes played marbles; at which a young lady laughed, and Dick, catching the infection, laughed too. | Dick said he sometimes played marbles; at which a young lady laughed, and Dick, catching the infection, laughed too. |
16/1525/16_1525_fame_fortune_0910_librivox-fameandfortune_01_alger_86.flac | 16 | train | 10.88 | 16,537 | 1 | 0.083 | 0.02 | book | "Miss Peyton, Mr. Hunter," introduced Mrs. Browning. Miss Peyton made a sweeping courtesy, to which Dick responded by a bow, turning red with embarrassment. | "Miss Peyton, mister Hunter," introduced misses Browning. Miss Peyton made a sweeping courtesy, to which Dick responded by a bow, turning red with embarrassment. |
16/1525/16_1525_fame_fortune_0910_librivox-fameandfortune_01_alger_87.flac | 16 | train | 9.72 | 16,537 | 1 | 0 | 0 | book | Don't you sing, Mr. Hunter?" asked the young lady. "I aint much on warblin'," said Dick, forgetting for the moment where he was. | Don't you sing, mister Hunter?" asked the young lady. "I aint much on warblin'," said Dick, forgetting for the moment where he was. |
16/1525/16_1525_fame_fortune_0910_librivox-fameandfortune_01_alger_88.flac | 16 | train | 7.3 | 16,537 | 1 | 0 | 0 | book | This droll answer, which Miss Peyton supposed to be intentionally funny, convulsed the young lady with merriment. | This droll answer, which Miss Peyton supposed to be intentionally funny, convulsed the young lady with merriment. |
16/1525/16_1525_fame_fortune_0910_librivox-fameandfortune_01_alger_89.flac | 16 | train | 3.84 | 16,537 | 1 | 0 | 0 | book | Perhaps your friend sings?" she said. | Perhaps your friend sings?" she said. |
16/1525/16_1525_fame_fortune_0910_librivox-fameandfortune_01_alger_90.flac | 16 | train | 6.73 | 16,537 | 1 | 0 | 0 | book | Thereupon Fosdick was also introduced. To Dick's astonishment, he answered that he did a little. | Thereupon Fosdick was also introduced. To Dick's astonishment, he answered that he did a little. |
16/1525/16_1525_fame_fortune_0910_librivox-fameandfortune_01_alger_91.flac | 16 | train | 5.2 | 16,537 | 1 | 0 | 0 | book | It was accordingly proposed that they should enter the next room, where there was a piano. | It was accordingly proposed that they should enter the next room, where there was a piano. |
HiFiTTS-2: A Large-Scale High Bandwidth Speech Dataset
Dataset Description
This repository contains the metadata for HiFiTTS-2, a large scale speech dataset derived from LibriVox audiobooks. For more details, please refer to our paper.
The dataset contains metadata for approximately 36.7k hours of audio from 5k speakers that can be downloaded from LibriVox at a 48 kHz sampling rate.
The metadata contains estimated bandwidth, which can be used to infer the original sampling rate the audio was recorded at. The base dataset is filtered for a bandwidth appropriate for training speech models at 22 kHz. We also provide a precomputed subset with 31.7k hours appropriate for 44 kHz training. Users can modify the download script to use any sampling rate and bandwidth threshold which might be more appropriate for their work.
LibriVox audiobooks are not redistributed on Hugging Face. All audio in the dataset can be downloaded from LibriVox, following the instructions below.
Dataset Format
The dataset contains an utterance level manifest with these fields:
- audio_filepath: Relative path where utterance is stored
- speaker: LibriVox speaker ID
- set: Dataset partition, either "train", "test_seen", "dev_seen", "test_unseen", or "dev_unseen"
- duration: Duration of utterance
- bandwidth: Estimated bandwidth of audiobook chapter containing this utterance
- speaker_count: Number of speakers detected in this utterance
- wer: ASR word error rate of normalized_text
- cer: ASR character error rate of normalized_text
- text_source: Data source text was taken from, either 'book' or 'mls'
- text: Original data source transcription
- normalized_text: Transcription output by text processing pipeline
The dataset contains an audiobook chapter level manifest with these fields:
- url: Download URL for the LibriVox audiobook chapter
- chapter_filepath: Relative path where audiobook chapter is stored
- bandwidth: Bandwidth estimated using the first 30 seconds of the chapter
- utterances: List of utterance metadata with the following fields
- utterances.audio_filepath: Relative path where utterance is stored
- utterances.offset: Offset of utterance within the chapter
- utterances.duration: Duration of utterance
Download Instructions
- Download the manifet.json file and chapter.json files corresponding to your desired sampling rate from this Hugging Face repository. Copy these into a workspace directory (in this example /home/hifitts2).
- Install NeMo-speech-data-processor (SDP) using the Installation instructions on https://github.com/NVIDIA/NeMo-speech-data-processor.
- Run the SDP script to download the dataset to local disk.
python /home/NeMo-speech-data-processor/main.py \
--config-path="/home/NeMo-speech-data-processor/dataset_configs/english/hifitts2" \
--config-name="config_22khz.yaml" \
workspace_dir="/home/hifitts2" \
max_workers=8
max_workers is the number of threads to use for downloading the data. To download the 44khz dataset, specify config_44khz.yaml.
Downloading the 22 kHz version will require approximately 3TB of disk space. Downloading the 44 kHz version will require approximately 5TB of disk space.
During download there might be warning messages from "libmpg123". These warnings can be safely ignored.
By default, the script will download audio files into the workspace directory under {workspace_dir}/audio_22khz. The download will ignore HTTP errors and store information for any failed downloads into {workspace_dir}/errors_22khz.json. A new manifest will be created at {worksapce_dir}/manifest_filtered_22khz.json with utterances from failed audiobooks removed. You can override the default behavior by modifying the config.yaml file in your local SDP repository.
If you want to retry the download for failed audiobooks, rerun the script with the output errors_22khz.json file.
python /home/NeMo-speech-data-processor/main.py \
--config-path="/home/NeMo-speech-data-processor/dataset_configs/english/hifitts2" \
--config-name="config_22khz.yaml" \
workspace_dir="/home/hifitts2" \
chapter_filename="/home/hifitts2/errors_22khz.json" \
max_workers=8
Dataset Owner(s)
NVIDIA Corporation
Dataset Creation Date
June 2025
License/Terms of Use
GOVERNING TERMS: This dataset is licensed under the Creative Commons Attribution 4.0 International License (CC BY 4.0) available at https://creativecommons.org/licenses/by/4.0/legalcode.
Ethical Considerations:
NVIDIA believes Trustworthy AI is a shared responsibility and we have established policies and practices to enable development for a wide array of AI applications. When downloaded or used in accordance with our terms of service, developers should work with their internal model team to ensure this model meets requirements for the relevant industry and use case and addresses unforeseen product misuse.
Please report security vulnerabilities or NVIDIA AI Concerns here.
Citation
If you find this dataset useful, please cite:
@inproceedings{rlangman2025hifitts2,
title={HiFiTTS-2: A Large-Scale High Bandwidth Speech Dataset},
author={Ryan Langman and Xuesong Yang and Paarth Neekhara and Shehzeen Hussain and Edresson Casanova and Evelina Bakhturina and Jason Li},
booktitle={Interspeech},
year={2025},
}
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