Model complexity control and compression using discriminative growth functions

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

Volumn 1, Issue , 2004, Pages

  Liu, X ^a   Gales, M J F ^a  

^a UNIVERSITY OF CAMBRIDGE   (United Kingdom)

Author keywords

[No Author keywords available]

Indexed keywords

APPROXIMATION THEORY; COMPUTATIONAL COMPLEXITY; DATA REDUCTION; INTEGRATION; OPTIMIZATION; PARAMETER ESTIMATION;

BAYESIAN INFORMATION CRITERION (BIC); COMPLEXITY CONTROL; MAXIMUM MUTUAL INFORMATION (MMI); MINIMUM PHONE ERROR (MPE);

SPEECH RECOGNITION;

EID: 4544286854     PISSN: 15206149     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (9)

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3. P. C. Woodland & D. Povey (2002). Large Scale Discriminative Training of Hidden Markov Models for Speech Recognition. Computer Speech and Language, Vol. 16, pp. 25-47.
4. D. Povey (2003). Discriminative Training for Large Vocabulary Speech Recognition, PhD thesis, Cambridge University Engineering Department, England.
5. M. Padmanabhan & L. R. Bahl (2000). Model Complexity Adaptation Using a Discriminant Measure, IEEE Transactions on Speech and Audio Processing, pp. 205-208, Vol. 8, No. 2, March 2000.
6. J. Kaiser, B. Horvat & Z. Kacic, A Novel Loss Function for the Overall Risk-criterion Based Discriminative Training of HMM Models, ICSLP'2000.
7. M. J. F. Gales (2002). Maximum Likelihood Multiple Projection Schemes for Hidden Markov Models, IEEE Transactions on Speech and Audio Processing, pp. 37-47, Vol. 10, 2002.
8. X. Liu, M. J. F. Gales & P. C. Woodland (2003). Automatic Complexity Control for HLDA Systems, Proc. ICASSP'03, Vol. 1, Hong Kong.
9. X. Liu & M. J. F. Gales (2003). Automatic Model Complexity Control Using Marginalized Discriminative Growth Functions, Proc. ASRU'03, St. Thomas, U.S. Virgin Islands.