Publication Details

Efficient Noise Estimation and its Application for Robust Speech Recognition

MOTLÍČEK Petr and BURGET Lukáš. Efficient Noise Estimation and its Application for Robust Speech Recognition. In: 5th International Conference, TSD 2002 Brno, Czech Republic, September 2002 Proceedings. Berlin: Springer Verlag, 2002, pp. 229-236. ISBN 3-540-44129-8.
Czech title
Estimace šumu a její použití v robustním rozpoznávání řeči
Type
conference paper
Language
english
Authors
Motlíček Petr, doc. Ing., Ph.D. (DCGM FIT BUT)
Burget Lukáš, doc. Ing., Ph.D. (DCGM FIT BUT)
URL
Keywords

noise estimation, speech recognition

Abstract

Efficient Noise Estimation and its Application for Robust Speech Recognition

Annotation

The investigation of some well known noise estimation techniques is presented. The estimated noise is applied in our noise suppression system that is generally used for speech recognition tasks. Moreover, the algorithms are developed to take part in front-end of Distributed Speech Recognition (DSR). Therefore we have proposed some modifications of noise estimation techniques that are quickly adaptable on varying noise and do not need so much information from past segments. We also minimized the algorithmic delay. The robustness of proposed algorithms were tested under several noisy conditions.

Published
2002
Pages
229-236
Proceedings
5th International Conference, TSD 2002 Brno, Czech Republic, September 2002 Proceedings
Conference
5th International conference Text, Speech and Dialogue, TSD 2002, Brno, CZ
ISBN
3-540-44129-8
Publisher
Springer Verlag
Place
Berlin, DE
BibTeX 
@INPROCEEDINGS{FITPUB7059,
   author = "Petr Motl\'{i}\v{c}ek and Luk\'{a}\v{s} Burget",
   title = "Efficient Noise Estimation and its Application for Robust Speech Recognition",
   pages = "229--236",
   booktitle = "5th International Conference, TSD 2002 Brno, Czech Republic, September 2002 Proceedings",
   year = 2002,
   location = "Berlin, DE",
   publisher = "Springer Verlag",
   ISBN = "3-540-44129-8",
   language = "english",
   url = "https://www.fit.vut.cz/research/publication/7059"
}
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