Detail publikace

iVector Fusion of Prosodic and Cepstral Features for Speaker Verification

KOCKMANN, M. FERRER, L. BURGET, L. ČERNOCKÝ, J.

Originální název

iVector Fusion of Prosodic and Cepstral Features for Speaker Verification

Typ

článek ve sborníku mimo WoS a Scopus

Jazyk

angličtina

Originální abstrakt

This publication is about the first results on the use of total variability modeling of the mean supervector space for a set of prosodic features. We show that this iVector approach outperforms the standard JFA approach originally proposed for these features. We note that this improvement over JFA is observed only when the iVectors are modeled using the PLDA back end.

Klíčová slova

speaker verification, prosody, JFA, iVector, SMM, fusion

Autoři

KOCKMANN, M.; FERRER, L.; BURGET, L.; ČERNOCKÝ, J.

Rok RIV

2011

Vydáno

27. 8. 2011

Nakladatel

International Speech Communication Association

Místo

Florence

ISBN

978-1-61839-270-1

Kniha

Proceedings of Interspeech 2011

ISSN

1990-9772

Periodikum

Proceedings of Interspeech

Ročník

2011

Číslo

8

Stát

Francouzská republika

Strany od

265

Strany do

268

Strany počet

4

URL

http://www.fit.vutbr.cz/research/groups/speech/publi/2011/kockmann_interspeech2011_677.pdf

BibTex

@inproceedings{BUT76448,
  author="Marcel {Kockmann} and Luciana {Ferrer} and Lukáš {Burget} and Jan {Černocký}",
  title="iVector Fusion of Prosodic and Cepstral Features for Speaker Verification",
  booktitle="Proceedings of Interspeech 2011",
  year="2011",
  journal="Proceedings of Interspeech",
  volume="2011",
  number="8",
  pages="265--268",
  publisher="International Speech Communication Association",
  address="Florence",
  isbn="978-1-61839-270-1",
  issn="1990-9772",
  url="http://www.fit.vutbr.cz/research/groups/speech/publi/2011/kockmann_interspeech2011_677.pdf"
}