Ing. Martin Karafiát, Ph.D.

Karafiát, M., Černocký, J.: Context dependent Hidden Markov models in recognition of Czech, In: Proc. 12th International scientific conference Radioelektronika 2002, Bratislava, SK, STUBA, 2002, p. 4, ISBN 80-227-1700-2
Publication language:english
Original title:Context dependent Hidden Markov models in recognition of Czech
Title (cs):Kontext závislý na Hidden Markov modelech v rozpoznávání češtiny
Pages:4
Proceedings:Proc. 12th International scientific conference Radioelektronika 2002
Conference:12th International Czech-Slovak Scientific conference Radioelektronika 2002
Place:Bratislava, SK
Year:2002
ISBN:80-227-1700-2
Publisher:Slovak University of Technology in Bratislava
Keywords
speech recognition, Hidden Markov models, context, Czech
Annotation
Context dependent Hidden Markov models in recognition of Czech
Abstract
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.
BibTeX:
@INPROCEEDINGS{
   author = {Martin Karafiát and Jan Černocký},
   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 = {http://www.fit.vutbr.cz/research/view_pub.php?id=7027}
}

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