Conference paper

ČERNOCKÝ Jan and KARAFIÁT Martin. Differences between context dependent and context independent Hidden Markov Models for recognition of Czech. In: Proc. of 8th student conference STUDENT EEICT 2002. Brno: Faculty of Electrical Engineering TUB, 2002, p. 5. ISBN 80-214-2116-9.
Publication language:english
Original title:Differences between context dependent and context independent Hidden Markov Models for recognition of Czech
Title (cs):Rozdíly mezi kontextově závislým a nezávislým HMM systémem pro rozponávání češtiny.
Pages:5
Proceedings:Proc. of 8th student conference STUDENT EEICT 2002
Conference:ELECTRICAL ENGINEERING, INFORMATION AND COMMUNICATION TECHNOLOGIES 2002
Place:Brno, CZ
Year:2002
ISBN:80-214-2116-9
Publisher:Faculty of Electrical Engineering TUB
Keywords
speech recognition, Hidden Markov models, context modeling, Czech speech recognition
Annotation
Differences between context dependent (CD) and context independent (CI) Hidden Markov Models for recognition of Czech. The models were trained on SpeechDat-E database. The results with different training setups are presented. CD models are producing better results.
Abstract
In speech recognition, context dependent (CD) models generally provide
better recognition accuracy than context independent (CI) ones.  ThIn 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 = {Jan {\v{C}}ernock{\'{y}} and Martin Karafi{\'{a}}t},
   title = {Differences between context dependent and context
	independent Hidden Markov Models for recognition of Czech},
   pages = {5},
   booktitle = {Proc. of 8th student conference STUDENT EEICT 2002},
   year = {2002},
   location = {Brno, CZ},
   publisher = {Faculty of Electrical Engineering TUB},
   ISBN = {80-214-2116-9},
   language = {english},
   url = {http://www.fit.vutbr.cz/research/view_pub.php?id=7066}
}

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