Faculty of Information Technology, BUT

Publication Details

Speaker Dependent Coefficients for Speaker Recognition

ORSÁG Filip. Speaker Dependent Coefficients for Speaker Recognition. International Journal of Security and Its Applications, vol. 2010, no. 1, pp. 31-47. ISSN 1738-9976.
Czech title
Koeficienty závislé na mluvčím fro rozpoznávání mluvčích
Type
journal article
Language
english
Authors
Orság Filip, Ing., Ph.D. (DITS FIT BUT)
Keywords
speaker, recognition, verification, identification, features
Abstract

This work aims at speaker recognition based upon a new set of features. Feature extraction is a crucial phase of the recognition process and a proper feature set dramatically influences the speaker recognition. Many well-known features are not suitable for the speaker recognition as those merge the specifics of the individual voices. Therefore, we need features accentuating the individual differences of our voices to be able to recognise speakers reliably. This work introduces new, speaker dependent features called Speaker Dependent Frequency Cepstrum Coefficients (SDFCC), created for the speaker recognition purposes only. Experimental results show their performance in comparison to the well-known features. According to the test results, the SDFCC are, for the speaker recognition, very useful and promising.

Published
2010
Pages
31-47
Journal
International Journal of Security and Its Applications, vol. 2010, no. 1, ISSN 1738-9976
Publisher
Science & Engineering Research Support Center
BibTeX
@ARTICLE{FITPUB9168,
   author = "Filip Ors\'{a}g",
   title = "Speaker Dependent Coefficients for Speaker Recognition",
   pages = "31--47",
   journal = "International Journal of Security and Its Applications",
   volume = 2010,
   number = 1,
   year = 2010,
   ISSN = "1738-9976",
   language = "english",
   url = "https://www.fit.vut.cz/research/publication/9168"
}
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