Publication result 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

English Title

Automatic Language Identification Using Deep Neural Networks

Type

Paper in proceedings (conference paper)

Original Abstract

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

English abstract

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

Keywords

Automatic Language Identification, ivectors,DNNs

Key words in English

Automatic Language Identification, ivectors,DNNs

Authors

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

RIV year

2015

Released

04.05.2014

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"
}