JANUS: A speech-to-speech translation system using connectionist and symbolic processing strategies

Alex Waibel, Ajay N. Jain, Arthur E. McNair, Hiroaki Saito, Alexander G. Hauptmann, Joe Tebelskis

研究成果: Conference contribution

63 被引用数 (Scopus)

抄録

The authors present JANUS, a speech-to-speech translation system that utilizes diverse processing strategies including dynamic programming, stochastic techniques, connectionist learning, and traditional AI knowledge representation approaches. JANUS translates continuously spoken English utterances into Japanese and German speech utterances. The overall system performance on a corpus of conference registration conversations is 87%. Two versions of JANUS are compared: one using a LR parser (JANUS1) and one using a connectionist parser (JANUS2). Performance results were mixed, with JANUS1 deriving benefit from a tighter language model and JANUS2 benefitting from greater flexibility.

本文言語English
ホスト出版物のタイトルProceedings - ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing
編集者 Anon
出版社Publ by IEEE
ページ793-796
ページ数4
ISBN(印刷版)078030033
出版ステータスPublished - 1991
外部発表はい
イベントProceedings of the 1991 International Conference on Acoustics, Speech, and Signal Processing - ICASSP 91 - Toronto, Ont, Can
継続期間: 1991 5月 141991 5月 17

出版物シリーズ

名前Proceedings - ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing
2
ISSN(印刷版)0736-7791

Other

OtherProceedings of the 1991 International Conference on Acoustics, Speech, and Signal Processing - ICASSP 91
CityToronto, Ont, Can
Period91/5/1491/5/17

ASJC Scopus subject areas

  • ソフトウェア
  • 信号処理
  • 電子工学および電気工学

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