Publication Details

Context dependent Hidden Markov models in recognition of Czech

KARAFIÁT Martin and ČERNOCKÝ Jan. Context dependent Hidden Markov models in recognition of Czech. In: Proc. 12th International scientific conference Radioelektronika 2002. Bratislava: Slovak University of Technology in Bratislava, 2002, p. 4. ISBN 80-227-1700-2.
Czech title
Kontext závislý na Hidden Markov modelech v rozpoznávání češtiny
Type
conference paper
Language
english
Authors
Karafiát Martin, Ing., Ph.D. (DCGM FIT BUT)
Černocký Jan, prof. Dr. Ing. (DCGM FIT BUT)
Keywords

speech recognition, Hidden Markov models, context, Czech

Abstract

Context dependent Hidden Markov models in recognition of Czech

Annotation

In speech recognition, context dependent (CD) models generally provide better recognition accuracy than context independent (CI) ones. In this paper, we describe the tests of CD models on the recognition of Czech isolated words. The models were trained on SpeechDat-E database. The results with different training setups are presented, and some problems are discussed.

Published
2002
Pages
4
Proceedings
Proc. 12th International scientific conference Radioelektronika 2002
Conference
12th International Czech-Slovak Scientific conference Radioelektronika 2002, Bratislava, SK
ISBN
80-227-1700-2
Publisher
Slovak University of Technology in Bratislava
Place
Bratislava, SK
BibTeX 
@INPROCEEDINGS{FITPUB7027,
   author = "Martin Karafi\'{a}t and Jan \v{C}ernock\'{y}",
   title = "Context dependent Hidden Markov models in recognition of Czech",
   pages = 4,
   booktitle = "Proc. 12th International scientific conference Radioelektronika 2002",
   year = 2002,
   location = "Bratislava, SK",
   publisher = "Slovak University of Technology in Bratislava",
   ISBN = "80-227-1700-2",
   language = "english",
   url = "https://www.fit.vut.cz/research/publication/7027"
}
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