DocumentCode
1281015
Title
Speaker adaptation technique for HMM model
Author
Kwong, S. ; He, Q.-H. ; Man, K.F. ; Tang, K.S.
Author_Institution
City Univ. of Hong Kong, Kowloon, Hong Kong
Volume
35
Issue
21
fYear
1999
fDate
10/14/1999 12:00:00 AM
Firstpage
1817
Lastpage
1818
Abstract
A new speaker adaptation technique for the hidden Markov model (HMM) based on the maximum model distance (Kwong, 1998; He, 1999) approach is presented. Experimental results have shown that this technique provides good performance even with a small amount of adaptation data. When these results are compared with those from the Baum-Welch approach and the stochastic matching approaches (Sank, 1996), it is found that the presented approach provides the best performance
Keywords
hidden Markov models; speaker recognition; HMM model; adaptation data; hidden Markov model; maximum model distance; speaker adaptation technique;
fLanguage
English
Journal_Title
Electronics Letters
Publisher
iet
ISSN
0013-5194
Type
jour
DOI
10.1049/el:19991273
Filename
809990
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