Detail publikace

Speaker Dependent Coefficients for Speaker Recognition

ORSÁG, F.

Originální název

Speaker Dependent Coefficients for Speaker Recognition

Typ

článek v časopise - ostatní, Jost

Jazyk

angličtina

Originální abstrakt

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.

Klíčová slova

speaker, recognition, verification, identification, features

Autoři

ORSÁG, F.

Rok RIV

2010

Vydáno

5. 2. 2010

ISSN

1738-9976

Periodikum

International Journal of Security and Its Applications

Ročník

2010

Číslo

1

Stát

Korejská republika

Strany od

31

Strany do

47

Strany počet

17

BibTex

@article{BUT50801,
  author="Filip {Orság}",
  title="Speaker Dependent Coefficients for Speaker Recognition",
  journal="International Journal of Security and Its Applications",
  year="2010",
  volume="2010",
  number="1",
  pages="31--47",
  issn="1738-9976"
}