Detail publikace

On the use of deep feedforward neural networks for automatic language identification

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

Originální název

On the use of deep feedforward neural networks for automatic language identification

Typ

článek v časopise ve Web of Science, Jimp

Jazyk

angličtina

Originální abstrakt

In this work, we presented an extensive study of the use of deep neural networks for LID. Guided by the success of DNNs for acoustic modelling, we explored their capability to learn discriminative language information from speech signals.

Klíčová slova

LID; DNN; Bottleneck; i-vectors

Autoři

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

Vydáno

6. 5. 2016

ISSN

0885-2308

Periodikum

COMPUTER SPEECH AND LANGUAGE

Ročník

2016

Číslo

40

Stát

Spojené království Velké Británie a Severního Irska

Strany od

46

Strany do

59

Strany počet

14

URL

http://www.sciencedirect.com/science/article/pii/S088523081530036X

BibTex

@article{BUT130983,
  author="Ignacio {Lopez-Moreno} and Javier {Gonzalez-Dominguez} and David {Martínez González} and Oldřich {Plchot} and Joaquin {Gonzalez-Rodriguez} and Pedro {Moreno}",
  title="On the use of deep feedforward neural networks for automatic language identification",
  journal="COMPUTER SPEECH AND LANGUAGE",
  year="2016",
  volume="2016",
  number="40",
  pages="46--59",
  doi="10.1016/j.csl.2016.03.001",
  issn="0885-2308",
  url="http://www.sciencedirect.com/science/article/pii/S088523081530036X"
}