Publication Details

Speaker Dependent Frequency Cepstrum Coefficients

ORSÁG, F. Speaker Dependent Frequency Cepstrum Coefficients. Security Technology. CCIS 58. Berlin: Springer Verlag, 2009. p. 258-264. ISBN: 978-3-642-10846-4.

Czech title

Frekvenční kepstrální koeficienty závislé na mluvčím

Type

conference paper

Language

English

Authors

Orság Filip, Ing., Ph.D. (DITS)

Keywords

speaker, recognition, verification, identification, features

Abstract

This paper aims at speaker recognition based upon a novel set of features. Feature extraction is a crucial phase of the speaker recognition process and a proper feature set can influence it dramatically. Many well-known features are not suitable for the speaker recognition as those merge the specifics of the individual voices to make them universal. Therefore, we need features accentuating the individual differences of our voices to be able to recognise speakers reliably. This paper introduces Speaker Dependent Frequency Cepstrum Coefficients (SDFCC) intended for the speaker recognition purposes only. Experimental results prove increase of the reliability in comparison to the well-known features. According to the test results, the SDFCC are very useful and promising for the speaker recognition.

Published

2009

Pages

258–264

Proceedings

Security Technology

Series

CCIS 58

ISBN

978-3-642-10846-4

Publisher

Springer Verlag

Place

Berlin

BibTeX

@inproceedings{BUT33733,
  author="Filip {Orság}",
  title="Speaker Dependent Frequency Cepstrum Coefficients",
  booktitle="Security Technology",
  year="2009",
  series="CCIS 58",
  pages="258--264",
  publisher="Springer Verlag",
  address="Berlin",
  isbn="978-3-642-10846-4"
}