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Citation

Trmal, J. and Zelinka, J. and Psutka Josef V. and Müller, L. : Comparison between GMM and decision graphs based silence/speech detection method . Proceedings of the 11th international conference "Speech and computer" SPECOM'2006, p. 376-379, Anatolya Publishers, St. Petersburg, 2006.

Abstract

In the paper two contributions to silence detection problematics are described. The first contribution is a classifier based on decision graphs construction. Furthermore we performed the Independent Component Analysis on MFCC parameterization of used speech corpus and evaluated the influence of this method on voice activity detection accuracy. For experiments we used the decision graphs and HMM based classifier.

Detail of publication

Title: Comparison between GMM and decision graphs based silence/speech detection method
Author: Trmal, J. ; Zelinka, J. ; Psutka Josef V. ; Müller, L.
Language: English
Date of publication: 25 Jun 2006
Year: 2006
Type of publication: Papers in proceedings of reviewed conferences
Title of journal or book: Proceedings of the 11th international conference "Speech and computer" SPECOM'2006
Page: 376 - 379
ISBN: 5-7452-0074-X
Publisher: Anatolya Publishers
Address: St. Petersburg
Date: 25 Jun 2006 - 29 Jun 2006
/ 2011-06-09 12:56:19 /

Keywords

independent component analysis, voice activity detection, binary decision graphs

BibTeX

@INPROCEEDINGS{TrmalJ_2006_Comparisonbetween,
 author = {Trmal, J. and Zelinka, J. and Psutka Josef V. and M\"{u}ller, L.},
 title = {Comparison between GMM and decision graphs based silence/speech detection method},
 year = {2006},
 publisher = {Anatolya Publishers},
 journal = {Proceedings of the 11th international conference "Speech and computer" SPECOM'2006},
 address = {St. Petersburg},
 pages = {376-379},
 ISBN = {5-7452-0074-X},
 url = {http://www.kky.zcu.cz/en/publications/TrmalJ_2006_Comparisonbetween},
}