SPEAKER ADAPTATION USING REGULARIZATION AND NETWORK ADAPTATION FOR HYBRID MMI-NN/HMM SPEECH RECOGNITION

6th European Conference on Speech Communication and Technology, EUROSPEECH 1999

Volumn , Issue , 1999, Pages 219-222

  Rottland, Jörg ^a   Neukirchen, Christoph ^a   Willett, Daniel ^a   Rigoll, Gerhard ^a  

^a UNIVERSITY OF DUISBURG ESSEN   (Germany)

Author keywords

[No Author keywords available]

Indexed keywords

CONTINUOUS SPEECH RECOGNITION; MAXIMUM LIKELIHOOD; SPEECH COMMUNICATION; SPEECH PROCESSING; VOCABULARY CONTROL;

DISCRETE HMM; LARGE VOCABULARY SPEECH RECOGNITION; MAXIMUM MUTUAL INFORMATION; NETWORK ADAPTATION; NEURAL-NETWORKS; REGULARISATION; SPEAKER ADAPTATION; SPEECH RECOGNITION SYSTEMS; SPEECH RECOGNIZER; VECTOR QUANTIZERS;

HYBRID SYSTEMS;

EID: 84962854384     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (8)

1. G. Rigoll and Ch. Neukirchen. A new approach to hybrid HMM/ANN speech recognition using mutual information neural networks. In NIPS, volume 9. The MIT Press, 1996.
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3. J. Rottland, Ch. Neukirchen, and G. Rigoll. Speaker adaptation for hybrid MMI/connectionist speech recognition systems. In Proc. ICASSP, 1998.
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5. Ch. Neukirchen and G. Rigoll. Hybrid systems for time series classification. In Proc. GI-Workshop:Fuzzy-Neuro Systems'98.
6. Ch. Neukirchen, D. Willett, and G. Rigoll. Soft state-tying for HMM-based speech recognition. In Proc. ICSLP, 1998.
7. J. Gauvain and C. Lee. Improved acoustic modeling with Bayesian learning. In Proc. ICASSP'92, 1992.
8. D. Pallett, J. Fiscus, W. Fisher, and J. Garofolo. Benchmark Tests for the DARPA Spoken Language Program. In Proc. of the Human Language Technology Workshop, 1993.