Publication detail

Context dependent Hidden Markov models in recognition of Czech

KARAFIÁT, M., ČERNOCKÝ, J.

Original Title

Context dependent Hidden Markov models in recognition of Czech

English Title

Context dependent Hidden Markov models in recognition of Czech

Type

conference paper

Language

en

Original 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.

English 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.

Keywords

speech recognition, Hidden Markov models, context, Czech

RIV year

2002

Released

16.05.2002

Publisher

Slovak University of Technology in Bratislava

Location

Bratislava

ISBN

80-227-1700-2

Book

Proc. 12th International scientific conference Radioelektronika 2002

Pages count

4

Documents

BibTex


@inproceedings{BUT10262,
  author="Martin {Karafiát} and Jan {Černocký}",
  title="Context dependent Hidden Markov models in recognition of Czech",
  annote="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.",
  address="Slovak University of Technology in Bratislava",
  booktitle="Proc. 12th International scientific conference Radioelektronika 2002",
  chapter="10262",
  institution="Slovak University of Technology in Bratislava",
  year="2002",
  month="may",
  pages="0",
  publisher="Slovak University of Technology in Bratislava",
  type="conference paper"
}