Publication Details

Adaptation of Unknown Data to Already Trained Speech Recognition System

GRÉZL František. Adaptation of Unknown Data to Already Trained Speech Recognition System. In: Sborník prací konference a souteze Student EEICT 2005. Brno: Faculty of Information Technology BUT, 2005, p. 4. ISBN 80-214-2890-2.
Czech title
Adaptace neznamých dat na natrénovaný systém
Type
conference paper
Language
english
Authors
Grézl František, Ing., Ph.D. (DCGM FIT BUT)
Keywords

data adaptation

Abstract

Elimination of different speech rate for TANDEM based feature extraction based on entropy measure

Annotation

This work deals with different speech rate for phoneme recognition based on a Tandem system with TRAP-feature processing. The estimation of rate is based on measuring entropy at the output of the phoneme classifier. Preliminary results obtained on TIMIT database show that this technique may lead to estimation of correct speech rate for mismatched data. This work brings further insight on temporal trajectories and systems based on them.

Published
2005
Pages
4
Proceedings
Sborník prací konference a souteze Student EEICT 2005
Conference
STUDENT EEICT 2005, Brno, CZ
ISBN
80-214-2890-2
Publisher
Faculty of Information Technology BUT
Place
Brno, CZ
BibTeX 
@INPROCEEDINGS{FITPUB7983,
   author = "Franti\v{s}ek Gr\'{e}zl",
   title = "Adaptation of Unknown Data to Already Trained Speech Recognition System",
   pages = 4,
   booktitle = "Sborn\'{i}k prac\'{i} konference a souteze Student EEICT 2005",
   year = 2005,
   location = "Brno, CZ",
   publisher = "Faculty of Information Technology BUT",
   ISBN = "80-214-2890-2",
   language = "english",
   url = "https://www.fit.vut.cz/research/publication/7983"
}
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