Testing generality in JANUS: A multi-lingual speech translation system

Louise Osterholtz; Charles Augustine; Arthur McNair; Ivica Rogina; Hiroaki Saito; Tilo Sloboda; Joe Tebelskis; Alex Waibel

doi:10.1109/ICASSP.1992.225935

Testing generality in JANUS: A multi-lingual speech translation system

Louise Osterholtz, Charles Augustine, Arthur McNair, Ivica Rogina, Hiroaki Saito, Tilo Sloboda, Joe Tebelskis, Alex Waibel

Department of Information and Computer Science

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

21 Citations (Scopus)

Abstract

For speech translation to be practical and useful, speech translation systems should be portable to multiple languages without substantial modification. We present the results of expanding the English-based JANUS speech translation system [1] to translate from spoken German sentences to English and Japanese utterances. We also report the results of implementing part of the LPNN speech recognition module on a massively parallel machine. The JANUS approach generalizes well, with overall system performance of 97%. This surpasses English-based JANUS performance.

Original language	English
Title of host publication	ICASSP 1992 - 1992 International Conference on Acoustics, Speech, and Signal Processing
Publisher	Institute of Electrical and Electronics Engineers Inc.
Pages	209-212
Number of pages	4
ISBN (Electronic)	0780305329
DOIs	https://doi.org/10.1109/ICASSP.1992.225935
Publication status	Published - 1992
Event	1992 International Conference on Acoustics, Speech, and Signal Processing, ICASSP 1992 - San Francisco, United States Duration: 1992 Mar 23 → 1992 Mar 26

Publication series

Name	ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings
Volume	1
ISSN (Print)	1520-6149

Other

Other	1992 International Conference on Acoustics, Speech, and Signal Processing, ICASSP 1992
Country/Territory	United States
City	San Francisco
Period	92/3/23 → 92/3/26

ASJC Scopus subject areas

Software
Signal Processing
Electrical and Electronic Engineering

Access to Document

10.1109/ICASSP.1992.225935

Cite this

Osterholtz, L., Augustine, C., McNair, A., Rogina, I., Saito, H., Sloboda, T., Tebelskis, J., & Waibel, A. (1992). Testing generality in JANUS: A multi-lingual speech translation system. In ICASSP 1992 - 1992 International Conference on Acoustics, Speech, and Signal Processing (pp. 209-212). Article 225935 (ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings; Vol. 1). Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.1109/ICASSP.1992.225935

Testing generality in JANUS: A multi-lingual speech translation system. / Osterholtz, Louise; Augustine, Charles; McNair, Arthur et al.
ICASSP 1992 - 1992 International Conference on Acoustics, Speech, and Signal Processing. Institute of Electrical and Electronics Engineers Inc., 1992. p. 209-212 225935 (ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings; Vol. 1).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

Osterholtz, L, Augustine, C, McNair, A, Rogina, I, Saito, H, Sloboda, T, Tebelskis, J & Waibel, A 1992, Testing generality in JANUS: A multi-lingual speech translation system. in ICASSP 1992 - 1992 International Conference on Acoustics, Speech, and Signal Processing., 225935, ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings, vol. 1, Institute of Electrical and Electronics Engineers Inc., pp. 209-212, 1992 International Conference on Acoustics, Speech, and Signal Processing, ICASSP 1992, San Francisco, United States, 92/3/23. https://doi.org/10.1109/ICASSP.1992.225935

Osterholtz L, Augustine C, McNair A, Rogina I, Saito H, Sloboda T et al. Testing generality in JANUS: A multi-lingual speech translation system. In ICASSP 1992 - 1992 International Conference on Acoustics, Speech, and Signal Processing. Institute of Electrical and Electronics Engineers Inc. 1992. p. 209-212. 225935. (ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings). doi: 10.1109/ICASSP.1992.225935

Osterholtz, Louise ; Augustine, Charles ; McNair, Arthur et al. / Testing generality in JANUS : A multi-lingual speech translation system. ICASSP 1992 - 1992 International Conference on Acoustics, Speech, and Signal Processing. Institute of Electrical and Electronics Engineers Inc., 1992. pp. 209-212 (ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings).

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AB - For speech translation to be practical and useful, speech translation systems should be portable to multiple languages without substantial modification. We present the results of expanding the English-based JANUS speech translation system [1] to translate from spoken German sentences to English and Japanese utterances. We also report the results of implementing part of the LPNN speech recognition module on a massively parallel machine. The JANUS approach generalizes well, with overall system performance of 97%. This surpasses English-based JANUS performance.

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Testing generality in JANUS: A multi-lingual speech translation system

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