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

Anglický název

Automatic Language Identification Using Deep Neural Networks

Jazyk

en

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.

Anglický 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.

Dokumenty

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",
  annote="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.",
  address="IEEE Signal Processing Society",
  booktitle="Proceeding of ICASSP 2014",
  chapter="111548",
  doi="10.1109/ICASSP.2014.6854622",
  edition="NEUVEDEN",
  howpublished="print",
  institution="IEEE Signal Processing Society",
  year="2014",
  month="may",
  pages="5374--5378",
  publisher="IEEE Signal Processing Society",
  type="conference paper"
}