Task independent and dependent training: Performance comparison of HMM and hybrid HMM/MLP approaches

ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings

Volumn 1, Issue , 1994, Pages I617-I620

  Boite, J M ^a   Bourlard, H ^a   D'Hoore, B ^a   Accaino, S ^a   Vantieghem, J ^a  

^a NUANCE COMMUNICATIONS   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

CONTINUOUS SPEECH RECOGNITION; SIGNAL PROCESSING; VOCABULARY CONTROL;

CONTEXT-INDEPENDENT PHONEMES; EMISSION PROBABILITIES; HIDDEN MARKOV MODELS (HMMS); ISOLATED WORD RECOGNITION; MULTI LAYER PERCEPTRON; PERFORMANCE COMPARISON; SINGLE PRONUNCIATIONS; SPEAKER INDEPENDENTS;

HIDDEN MARKOV MODELS;

EID: 8444247598     PISSN: 15206149     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICASSP.1994.389218     Document Type: Conference Paper

References (9)

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2. Bourlard, H., k Morgan, N. (1993). Continuous speech recognition by connectionist statistical methods, to be published in IEEE Trans, on Neural Networks.
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8. Renals, S., Morgan, N., k Bourlard, H. (1991). Probability estimation by feed-forward networks in continuous speech recognition, in Proc. of IEEE Workshop on Neural Networks for Signal Processing, pp. 309-318, Eds. B.H. Juang, S.Y. Kung, k CA. Kann, Princeton, NJ.
9. Renals, S., Morgan, N., Cohen, C, k Franco, H. (1992). Connectionist probability estimation in the decipher speech recognition system, Proceedings of the IEEE Intl. Conf. on Acoustic, Speech and Signal Processing, San Francisco, CA.