Detail publikace

Automatic Language Identification Using Deep Neural Networks

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

Originální název

Automatic Language Identification Using Deep Neural Networks

Typ

článek ve sborníku ve WoS nebo Scopus

Jazyk

angličtina

Originální abstrakt

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.

Klíčová slova

Automatic Language Identification, ivectors, DNNs

Autoři

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

Rok RIV

2014

Vydáno

4. 5. 2014

Nakladatel

IEEE Signal Processing Society

Místo

Florencie

ISBN

978-1-4799-2892-7

Kniha

Proceeding of ICASSP 2014

Strany od

5374

Strany do

5378

Strany počet

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"
}