Rapid speaker adaptation using MLLR and subspace regression classes

EUROSPEECH 2001 - SCANDINAVIA - 7th European Conference on Speech Communication and Technology

Volumn , Issue , 2001, Pages 1253-1256

  Wong, Kwok Man ^a   Mak, Brian ^a  

^a HONG KONG UNIVERSITY OF SCIENCE AND TECHNOLOGY   (Hong Kong)

Author keywords

[No Author keywords available]

Indexed keywords

HIDDEN MARKOV MODELS; LINEAR TRANSFORMATIONS; METADATA; REGRESSION ANALYSIS;

ADAPTATION TECHNIQUES; FAST ADAPTATIONS; MAP ESTIMATION; RAPID SPEAKER ADAPTATION; REGRESSION CLASS; RESOURCE MANAGEMENT; SPEAKER ADAPTATION; TRANSFORMATION MATRICES;

SPEECH COMMUNICATION;

EID: 21444449963     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (5)

1. Jean-Luc Gauvain and C.H. Lee, "Maximum a Posteriori Estimation for Multivariate Gaussian Mixture Observations of Markov Chains, " IEEE Transactions on Speech and Audio Processing, vol. 2, no. 2, pp. 291-298, April 1994.
2. C.J. Leggetter and P.C. Woodland, "Maximum Likelihood Linear Regression for Speaker Adaptation of Continuous Density Hidden Markov Models, " Journal of Computer Speech and Language, vol. 9, no. 2, pp. 171-185, April 1995.
3. E. Bocchieri and B. Mak, "Subspace Distribution Clustering for Continuous Observation Density Hidden Markov Models, " in Proceedings of the European Conference on Speech Communication and Technology, 1997, vol. 1, pp. 107-110.
4. B. Mak, E. Bocchieri, and E. Barnard, "Stream Derivation and Clustering Schemes for Subspace Distribution Clustering HMM, " in Proceedings of the IEEE Automatic Speech Recognition and Understanding Workshop, 1997, pp. 339-346.
5. P. Price, W.M. Fisher, J. Bernstein, and D.S. Pallett, "The DARPA 1000-Word Resource Management Database for Continuous Speech Recognition, " in Proceedings of the IEEE International Conference on Acoustics, Speech, and Signal Processing, 1988, vol. 1, pp. 651-654.