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Automatic recognition of the language of spontaneous speech is a difficult problem that has been studied for years. This article provides a brief introduction to the general topic and an examination of a specific implementation that has already achieved a level of performance adequate for real applications. A detailed performance analysis provides a comparison of various techniques in terms of recognition accuracy and computational costs. Error rates of 5% and systems running eight-times real time have already been achieved. Issues of training on learning data and evaluation databases are addressed.
Author (s): Toledano, Doroteo T.; Lopez-Moreno, Ignacio; Mateos, Ismael; Abejon, Alejandro; Ramos, Daniel; Gonzalez-Rodriguez, Joaquin
Affiliation:
ATVS Biometric Recognition Group, Escuela Politecnica Superior, Universidad Autonoma de Madrid, Campus de Cantoblanco, Madrid, Spain
(See document for exact affiliation information.)
Publication Date:
2009-10-06
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Permalink: https://aes2.org/publications/elibrary-page/?id=14842
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Toledano, Doroteo T.; Lopez-Moreno, Ignacio; Mateos, Ismael; Abejon, Alejandro; Ramos, Daniel; Gonzalez-Rodriguez, Joaquin; 2009; Automatic Language Recognition on Spontaneous Speech: The ATVS-UAM System [PDF]; ATVS Biometric Recognition Group, Escuela Politecnica Superior, Universidad Autonoma de Madrid, Campus de Cantoblanco, Madrid, Spain; Paper ; Available from: https://aes2.org/publications/elibrary-page/?id=14842
Toledano, Doroteo T.; Lopez-Moreno, Ignacio; Mateos, Ismael; Abejon, Alejandro; Ramos, Daniel; Gonzalez-Rodriguez, Joaquin; Automatic Language Recognition on Spontaneous Speech: The ATVS-UAM System [PDF]; ATVS Biometric Recognition Group, Escuela Politecnica Superior, Universidad Autonoma de Madrid, Campus de Cantoblanco, Madrid, Spain; Paper ; 2009 Available: https://aes2.org/publications/elibrary-page/?id=14842
@article{toledano2009automatic,
author={toledano doroteo t. and lopez-moreno ignacio and mateos ismael and abejon alejandro and ramos daniel and gonzalez-rodriguez joaquin},
journal={journal of the audio engineering society},
title={automatic language recognition on spontaneous speech: the atvs-uam system},
year={2009},
volume={57},
issue={10},
pages={788-806},
month={october},}
TY – paper
TI – Automatic Language Recognition on Spontaneous Speech: The ATVS-UAM System
SP – 788 EP – 806
AU – Toledano, Doroteo T.
AU – Lopez-Moreno, Ignacio
AU – Mateos, Ismael
AU – Abejon, Alejandro
AU – Ramos, Daniel
AU – Gonzalez-Rodriguez, Joaquin
PY – 2009
JO – Journal of the Audio Engineering Society
VO – 57
IS – 10
Y1 – October 2009