Publication detail

Speaker Dependent Frequency Cepstrum Coefficients

ORSÁG, F.

Original Title

Speaker Dependent Frequency Cepstrum Coefficients

Type

article in a collection out of WoS and Scopus

Language

English

Original 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.

Keywords

speaker, recognition, verification, identification, features

Authors

ORSÁG, F.

RIV year

2009

Released

24. 12. 2009

Publisher

Springer Verlag

Location

Berlin

ISBN

978-3-642-10846-4

Book

Security Technology

Edition

CCIS 58

Pages from

258

Pages to

264

Pages count

7

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"
}