Fast speaker adaptation using eigenspace-based maximum likelihood linear regression

6th International Conference on Spoken Language Processing, ICSLP 2000

Volumn , Issue , 2000, Pages

  Chen, Kuan Ting ^a   Liau, Wen Wei ^b   Wang, Hsin Min ^a   Lee, Lin Shan ^a,b  

^a INSTITUTE OF INFORMATION SCIENCE   (Taiwan)

^b NATIONAL TAIWAN UNIVERSITY   (Taiwan)

Author keywords

[No Author keywords available]

Indexed keywords

LINEAR TRANSFORMATIONS; MAXIMUM LIKELIHOOD; REGRESSION ANALYSIS; SPEECH RECOGNITION;

FAST SPEAKER ADAPTATION; FREE PARAMETERS; INITIAL ESTIMATE; MAXIMUM LIKELIHOOD LINEAR REGRESSION; MODEL PARAMETERS; PRECISE MODELING; PRIORI KNOWLEDGE; REGRESSION MATRICES;

MATRIX ALGEBRA;

EID: 85009097035     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (6)

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2. C. J. Leggetter & P. C. Woodland, "Maximum Likelihood Linear Regression for Speaker Adaptation of Continuous Density Hidden Markov Models", Computer Speech and Language, vol. 9, pp. 171-185, 1995.
3. M. J. F. Gales, "The Generation and Use of Regression Class Trees for MLLR Adaptation", Technical Report, CUED/F-INFENG/TR263, Cambridge University, 1996.
4. R. Kuhn, et. al., "Eigenvoices for Speaker Adaptation", Proc. ICSLP'98, pp. 1771-1774, 1998.
5. I. T. Jolliffe, "Pricipal Component Analysis", Springer-Verlag, 1986.
6. B. Chen, H. M. Wang & L. S. Lee, "Retrieval of Broadcast News Speech In Mandarin Chinese Collected In Taiwan Using Syllable-Level Statistical Characteristics", Proc. ICASSP2000, pp. 2985-2988, 2000.