DocumentCode :
1526937
Title :
Speaker recognition using continuous density support vector machines
Author :
Xin Dong
Author_Institution :
Dept. of Comput. Sci. & Eng., Zhejiang Univ., Hangzhou
Volume :
37
Issue :
17
fYear :
2001
fDate :
8/16/2001 12:00:00 AM
Firstpage :
1099
Lastpage :
1101
Abstract :
A new classification system for text-independent speaker recognition is presented. This system combines the output probabilities of generative Gaussian mixture models and discriminative classifier support vector machines. The new method is tested on the YOHO database and achieves superior performance
Keywords :
learning automata; pattern classification; speaker recognition; YOHO database; classification system; continuous density support vector machines; discriminative classifier support vector machines; generative Gaussian mixture models; output probabilities; text-independent speaker recognition;
fLanguage :
English
Journal_Title :
Electronics Letters
Publisher :
iet
ISSN :
0013-5194
Type :
jour
DOI :
10.1049/el:20010741
Filename :
948350
Link To Document :
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