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Padrta, A. and Radová, V. : Comparison of several speaker verification procedures based on GMM . Journal of the Acoustical Society of Korea , p. 1777-1780, Sunjin Printing Co., Jeju Island, 2004.

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Abstract

In this paper, three speaker verification procedures are tested. All the procedures are based on Gaussian mixture models (GMM), however, they differ in the way, in which they use particular feature vectors of an utterance for speaker verification. A lot of experiments have been performed in a group of 329 speakers. The results showed that there is a procedure that enables to achieve better results than the commonly used procedure based on the log likelihood of the whole utterance - the procedure based on the majority voting rule for single feature vectors.

Detail of publication

Title: Comparison of several speaker verification procedures based on GMM
Author: Padrta, A. ; Radová, V.
Language: English
Date of publication: 4 Oct 2004
Year: 2004
Type of publication: Papers in journals
Title of journal or book: Journal of the Acoustical Society of Korea
Page: 1777 - 1780
ISBN: 1225-441X
ISSN: 1225-441x
Publisher: Sunjin Printing Co.
Address: Jeju Island
Date: 4 Oct 2004 - 8 Oct 2004
/ 2011-06-07 09:58:20 /

Keywords

speaker verification, recognition algorithms

BibTeX

@ARTICLE{PadrtaA_2004_Comparisonofseveral_1,
 author = {Padrta, A. and Radov\'{a}, V.},
 title = {Comparison of several speaker verification procedures based on GMM},
 year = {2004},
 publisher = {Sunjin Printing Co.},
 journal = {Journal of the Acoustical Society of Korea },
 address = {Jeju Island},
 pages = {1777-1780},
 ISBN = {1225-441X},
 ISSN = {1225-441x},
 url = {http://www.kky.zcu.cz/en/publications/PadrtaA_2004_Comparisonofseveral_1},
}