Journal article

ORSÁG Filip. Speaker Dependent Coefficients for Speaker Recognition. International Journal of Security and Its Applications. Daejeon: Science & Engineering Research Support Center, 2010, vol. 2010, no. 1, pp. 31-47. ISSN 1738-9976.
Publication language:english
Original title:Speaker Dependent Coefficients for Speaker Recognition
Title (cs):Koeficienty závislé na mluvčím fro rozpoznávání mluvčích
Pages:31-47
Place:KR
Year:2010
Journal:International Journal of Security and Its Applications, Vol. 2010, No. 1, Daejeon, KR
ISSN:1738-9976
Keywords
speaker, recognition, verification, identification, features
Annotation

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.

BibTeX:
@ARTICLE{
   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 = {http://www.fit.vutbr.cz/research/view_pub.php?id=9168}
}

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