Publication Details

Context dependent Hidden Markov models in recognition of Czech

KARAFIÁT, M.; ČERNOCKÝ, J. Context dependent Hidden Markov models in recognition of Czech. Proc. 12th International scientific conference Radioelektronika 2002. Bratislava: Slovak University of Technology in Bratislava, 2002. p. 0-0. 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)
Černocký Jan, prof. Dr. Ing. (DCGM)

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

Proceedings

Proc. 12th International scientific conference Radioelektronika 2002

ISBN

80-227-1700-2

Publisher

Slovak University of Technology in Bratislava

Place

Bratislava

BibTeX

@inproceedings{BUT10262,
  author="Martin {Karafiát} and Jan {Černocký}",
  title="Context dependent Hidden Markov models in recognition of Czech",
  booktitle="Proc. 12th International scientific conference Radioelektronika 2002",
  year="2002",
  pages="4",
  publisher="Slovak University of Technology in Bratislava",
  address="Bratislava",
  isbn="80-227-1700-2"
}