Detail publikace

iVector Approach to Phonotactic Language Recognition

SOUFIFAR, M. KOCKMANN, M. BURGET, L. PLCHOT, O. GLEMBEK, O. SVENDSEN, T.

Originální název

iVector Approach to Phonotactic Language Recognition

Typ

článek ve sborníku ve WoS nebo Scopus

Jazyk

angličtina

Originální abstrakt

We proposed a novel method to extract the iVectors by means of subspace multinomial modelling of the n-gram counts. Using the proposed subspace model, the huge vector of the n-gram counts are represented by the low-dimensional iVector while preserving the discriminative power of the vector.

Klíčová slova

language recognition, subspace modeling, multinomial distribution

Autoři

SOUFIFAR, M.; KOCKMANN, M.; BURGET, L.; PLCHOT, O.; GLEMBEK, O.; SVENDSEN, T.

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

2913

Strany do

2916

Strany počet

4

URL

http://www.fit.vutbr.cz/research/groups/speech/publi/2011/soufifar_interspeech2011_703.pdf

BibTex

@inproceedings{BUT76439,
  author="Mehdi Mohammad {Soufifar} and Marcel {Kockmann} and Lukáš {Burget} and Oldřich {Plchot} and Ondřej {Glembek} and Torbjorn {Svendsen}",
  title="iVector Approach to Phonotactic Language Recognition",
  booktitle="Proceedings of Interspeech 2011",
  year="2011",
  journal="Proceedings of Interspeech",
  volume="2011",
  number="8",
  pages="2913--2916",
  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/soufifar_interspeech2011_703.pdf"
}