Publication detail

Automatic Language Identification Using Deep Neural Networks

LOPEZ-MORENO, I. GONZALEZ-DOMINGUEZ, J. MARTÍNEZ GONZÁLEZ, D. PLCHOT, O. GONZALEZ-RODRIGUEZ, J. MORENO, P.

Original Title

Automatic Language Identification Using Deep Neural Networks

Type

conference paper

Language

English

Original Abstract

In this work, we experimented with the use of deep neural networks (DNNs) to automatic language identification (LID). Guided by the success of DNNs for acoustic modelling, we explored their capability to learn discriminative language information from speech signals.

Keywords

Automatic Language Identification, ivectors, DNNs

Authors

LOPEZ-MORENO, I.; GONZALEZ-DOMINGUEZ, J.; MARTÍNEZ GONZÁLEZ, D.; PLCHOT, O.; GONZALEZ-RODRIGUEZ, J.; MORENO, P.

RIV year

2014

Released

4. 5. 2014

Publisher

IEEE Signal Processing Society

Location

Florencie

ISBN

978-1-4799-2892-7

Book

Proceeding of ICASSP 2014

Pages from

5374

Pages to

5378

Pages count

5

URL

http://www.fit.vutbr.cz/research/groups/speech/publi/2014/lopez_moreno_icassp2014_p5374.pdf

BibTex

@inproceedings{BUT111548,
  author="Ignacio {Lopez-Moreno} and Javier {Gonzalez-Dominguez} and David {Martínez González} and Oldřich {Plchot} and Joaquin {Gonzalez-Rodriguez} and Pedro {Moreno}",
  title="Automatic Language Identification Using Deep Neural Networks",
  booktitle="Proceeding of ICASSP 2014",
  year="2014",
  pages="5374--5378",
  publisher="IEEE Signal Processing Society",
  address="Florencie",
  doi="10.1109/ICASSP.2014.6854622",
  isbn="978-1-4799-2892-7",
  url="http://www.fit.vutbr.cz/research/groups/speech/publi/2014/lopez_moreno_icassp2014_p5374.pdf"
}