Publication detail

iVector Approach to Phonotactic Language Recognition

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

Original Title

iVector Approach to Phonotactic Language Recognition

Type

conference paper

Language

English

Original Abstract

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.

Keywords

language recognition, subspace modeling, multinomial distribution

Authors

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

RIV year

2011

Released

27. 8. 2011

Publisher

International Speech Communication Association

Location

Florence

ISBN

978-1-61839-270-1

Book

Proceedings of Interspeech 2011

ISBN

1990-9772

Periodical

Proceedings of Interspeech

Year of study

2011

Number

8

State

French Republic

Pages from

2913

Pages to

2916

Pages count

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"
}