user_libri_audio

  • Описание :

UserLibri — это набор данных, содержащий парные аудиорасшифровки и дополнительные текстовые данные для каждого из 107 пользователей. Это переформатирование набора данных LibriSpeech, найденного по адресу http://www.openslr.org/12, с реорганизацией данных по пользователям со средним числом 52 высказываний LibriSpeech и около 6700 текстовых предложений на пользователя. Класс UserLibriAudio предоставляет доступ к парам аудио-расшифровка. Дополнительные текстовые данные см. в UserLibriText.

Расколоть Примеры
'test-clean_speaker-1089-book-4217' 64
'test-clean_speaker-1188-book-20019' 45
'test-clean_speaker-121-book-1041' 10
'test-clean_speaker-121-book-1989' 15
'test-clean_speaker-121-book-209' 37
'test-clean_speaker-1221-book-33' 41
'test-clean_speaker-1284-book-732' 8
'test-clean_speaker-1284-book-955' 55
'test-clean_speaker-1320-book-940' 59
'test-clean_speaker-1580-book-108' 105
'test-clean_speaker-1995-book-15265' 72
'test-clean_speaker-2094-book-507' 61
'test-clean_speaker-2300-book-820' 42
'test-clean_speaker-237-book-24' 62
'test-clean_speaker-237-book-2770' 26
'test-clean_speaker-260-book-11' 21
'test-clean_speaker-260-book-3748' 61
'test-clean_speaker-2830-book-1549' 90
'test-clean_speaker-2961-book-1572' 46
'test-clean_speaker-3570-book-833' 50
'test-clean_speaker-3575-book-1827' 57
'test-clean_speaker-3729-book-2981' 47
'test-clean_speaker-4077-book-5630' 39
'test-clean_speaker-4446-book-94' 108
'test-clean_speaker-4507-book-135' 60
'test-clean_speaker-4970-book-3178' 63
'test-clean_speaker-4992-book-10540' 41
'test-clean_speaker-4992-book-22002' 21
'test-clean_speaker-5105-book-1353' 56
'test-clean_speaker-5142-book-2300' 7
'test-clean_speaker-5142-book-24811' 69
'test-clean_speaker-5142-book-7891' 26
'test-clean_speaker-5639-book-14420' 42
'test-clean_speaker-5683-book-9983' 75
'test-clean_speaker-61-book-28700' 104
'test-clean_speaker-672-book-1597' 75
'test-clean_speaker-6829-book-13110' 91
'test-clean_speaker-6930-book-13158' 28
'test-clean_speaker-6930-book-2681' 21
'test-clean_speaker-6930-book-30905' 29
'test-clean_speaker-7021-book-11667' 31
'test-clean_speaker-7021-book-26177' 28
'test-clean_speaker-7127-book-2681' 71
'test-clean_speaker-7176-book-13441' 46
'test-clean_speaker-7176-book-38675' 28
'test-clean_speaker-7729-book-6812' 47
'test-clean_speaker-8224-book-19215' 32
'test-clean_speaker-8230-book-2529' 44
'test-clean_speaker-8455-book-27067' 71
'test-clean_speaker-8463-book-15263' 15
'test-clean_speaker-8463-book-2488' 59
'test-clean_speaker-8555-book-36508' 16
'test-clean_speaker-8555-book-39159' 46
'test-clean_speaker-908-book-2002' 26
'test-clean_speaker-908-book-574' 31
'test-other_speaker-1688-book-4276' 96
'test-other_speaker-1998-book-19019' 28
'test-other_speaker-1998-book-28725' 87
'test-other_speaker-2033-book-3436' 52
'test-other_speaker-2414-book-1998' 60
'test-other_speaker-2414-book-26379' 2
'test-other_speaker-2414-book-40359' 36
'test-other_speaker-2609-book-12434' 39
'test-other_speaker-2609-book-18096' 15
'test-other_speaker-2609-book-27090' 25
'test-other_speaker-3005-book-76' 108
'test-other_speaker-3080-book-12544' 61
'test-other_speaker-3331-book-2787' 73
'test-other_speaker-3528-book-135' 144
'test-other_speaker-3538-book-10136' 27
'test-other_speaker-3538-book-540' 67
'test-other_speaker-367-book-5921' 21
'test-other_speaker-367-book-9464' 34
'test-other_speaker-3764-book-135' 113
'test-other_speaker-3997-book-14958' 21
'test-other_speaker-3997-book-1608' 66
'test-other_speaker-4198-book-16653' 31
'test-other_speaker-4198-book-8166' 60
'test-other_speaker-4294-book-12176' 27
'test-other_speaker-4294-book-135' 30
'test-other_speaker-4294-book-4028' 19
'test-other_speaker-4294-book-9983' 6
'test-other_speaker-4350-book-1399' 34
'test-other_speaker-4350-book-4602' 61
'test-other_speaker-4852-book-28952' 113
'test-other_speaker-533-book-434' 25
'test-other_speaker-533-book-969' 71
'test-other_speaker-5442-book-1399' 60
'test-other_speaker-5442-book-9983' 20
'test-other_speaker-5484-book-5516' 72
'test-other_speaker-5764-book-38804' 98
'test-other_speaker-6070-book-1184' 50
'test-other_speaker-6070-book-33800' 19
'test-other_speaker-6128-book-19717' 68
'test-other_speaker-6432-book-16127' 118
'test-other_speaker-6938-book-3076' 31
'test-other_speaker-7018-book-3440' 52
'test-other_speaker-7105-book-1477' 80
'test-other_speaker-7902-book-21297' 135
'test-other_speaker-7975-book-24585' 100
'test-other_speaker-8131-book-20212' 118
'test-other_speaker-8188-book-19215' 12
'test-other_speaker-8188-book-41326' 116
'test-other_speaker-8280-book-14566' 66
'test-other_speaker-8461-book-3441' 17
'test-other_speaker-8461-book-6328' 39
'test-other_speaker-8461-book-9189' 16
  • Структура функции :
FeaturesDict({
    'audio': Audio(shape=(None,), dtype=int64, description=The audio clip containing a snippet from a book read aloud),
    'book_id': Text(shape=(), dtype=string),
    'id': Text(shape=(), dtype=string),
    'speaker_id': Text(shape=(), dtype=string),
    'transcript': Text(shape=(), dtype=string),
    'user_id': Text(shape=(), dtype=string),
})
  • Функциональная документация :
Особенность Сорт Форма Дтип Описание
ВозможностиDict
аудио Аудио (Никто,) int64 Аудиоклип, содержащий отрывок из книги, прочитанный вслух
book_id Текст нить Книга, из которой зачитано это высказывание
идентификатор Текст нить Идентификатор этого уникального высказывания
ИД динамика Текст нить Оратор, прочитавший это высказывание
стенограмма Текст нить Текст, который читает говорящий для воспроизведения звука.
ID пользователя Текст нить Пользователь, которому принадлежит это высказывание (уникальный спикер и книга)
  • Цитата :
@inproceedings{breiner2022userlibri,
  title={UserLibri: A Dataset for ASR Personalization Using Only Text},
  author={Breiner, Theresa and Ramaswamy, Swaroop and Variani, Ehsan and Garg, Shefali and Mathews, Rajiv and Sim, Khe Chai and Gupta, Kilol and Chen, Mingqing and McConnaughey, Lara},
  booktitle={Proc. Interspeech 2022},
  year={2022}
}