테들륨

• 설명 :

TED-LIUM 코퍼스는 16kHz로 샘플링된 필사본이 포함된 영어 TED 강연입니다. 약 118시간의 연설이 포함되어 있습니다.

• 추가 문서 : north_east 코드가 있는 논문에서 탐색

• 소스 코드 : tfds.datasets.tedlium.Builder

• 버전 :

  • 1.0.1 (기본값): 릴리스 정보가 없습니다.

• 자동 캐시 ( 문서 ): 아니요

• 기능 구조 :

FeaturesDict({
    'gender': ClassLabel(shape=(), dtype=int64, num_classes=3),
    'id': string,
    'speaker_id': string,
    'speech': Audio(shape=(None,), dtype=int64),
    'text': Text(shape=(), dtype=string),
})

• 기능 문서 :

• 감독 키 ( as_supervised 문서 참조): ('speech', 'text')

• 그림 ( tfds.show_examples ): 지원되지 않습니다.

• 인용 :

@inproceedings{rousseau2012tedlium,
  title={TED-LIUM: an Automatic Speech Recognition dedicated corpus},
  author={Rousseau, Anthony and Del{\'e}glise, Paul and Est{\`e}ve, Yannick},
  booktitle={Conference on Language Resources and Evaluation (LREC)},
  pages={125--129},
  year={2012}
}

tedlium/release1(기본 구성)

• 구성 설명 : TED-LIUM 코퍼스는 16kHz로 샘플링된 필사본이 포함된 영어 TED 강연입니다. 약 118시간의 연설이 포함되어 있습니다.

  This is the TED-LIUM corpus release 1,
  licensed under Creative Commons BY-NC-ND 3.0
  (http://creativecommons.org/licenses/by-nc-nd/3.0/deed.en).
  

• 홈페이지 : https://www.openslr.org/7/

• 다운로드 크기 : 19.82 GiB

• 데이터세트 크기 : 39.23 GiB

• 분할 :

• 예 ( tfds.as_dataframe ):

테들리움/릴리즈2

• 구성 설명 : Creative Commons BY-NC-ND 3.0( http://creativecommons.org/licenses/by-nc-nd/3.0/deed.en )에 따라 라이선스가 부여된 TED-LIUM 코퍼스 릴리스 2입니다.

  All talks and text are property of TED Conferences LLC.
  
  The TED-LIUM corpus was made from audio talks and their transcriptions
  available on the TED website. We have prepared and filtered these data
  in order to train acoustic models to participate to the International
  Workshop on Spoken Language Translation 2011 (the LIUM English/French
  SLT system reached the first rank in the SLT task).
  
  Contains 1495 talks and transcripts.
  

• 홈페이지 : https://www.openslr.org/19/

• 다운로드 크기 : 34.26 GiB

• 데이터세트 크기 : 67.04 GiB

• 분할 :

• 예 ( tfds.as_dataframe ):

테들리움/릴리즈3

• 구성 설명 : Creative Commons BY-NC-ND 3.0에 따라 라이선스가 부여된 TED-LIUM 코퍼스 릴리스 3입니다.

  All talks and text are property of TED Conferences LLC.
  
  This new TED-LIUM release was made through a collaboration between the
  Ubiqus company and the LIUM (University of Le Mans, France)
  
  Contents:
  
  - 2351 audio talks in NIST sphere format (SPH), including talks from
    TED-LIUM 2: be careful, same talks but not same audio files (only
    these audio file must be used with the TED-LIUM 3 STM files)
  - 452 hours of audio
  - 2351 aligned automatic transcripts in STM format
  - TEDLIUM 2 dev and test data: 19 TED talks in SPH format with
    corresponding manual transcriptions (cf. 'legacy' distribution below).
  - Dictionary with pronunciations (159848 entries), same file as the one
    included in TED-LIUM 2
  - Selected monolingual data for language modeling from WMT12 publicly
    available corpora: these files come from the TED-LIUM 2 release, but
    have been modified to get a tokenization more relevant for English
    language
  
  Two corpus distributions:
  - the legacy one, on which the dev and test datasets are the same as in
    TED-LIUM 2 (and TED-LIUM 1).
  - the 'speaker adaptation' one, especially designed for experiments on
    speaker adaptation.
  

• 홈페이지 : https://www.openslr.org/51/

• 다운로드 크기 : 50.59 GiB

• 데이터세트 크기 : 145.67 GiB

• 분할 :

• 예 ( tfds.as_dataframe ):