Result Details
Automatic Language Identification using Phoneme and Automatically Derived Unit Strings
MATĚJKA, P.; SZŐKE, I.; SCHWARZ, P.; ČERNOCKÝ, J. Automatic Language Identification using Phoneme and Automatically Derived Unit Strings. Lecture Notes in Computer Science, 2004, vol. 2004, no. 3206, p. 147-154. ISSN: 0302-9743.
Type
journal article
Language
English
Authors
Matějka Pavel, Ing., Ph.D., DCGM (FIT), UREL (FEEC)
Szőke Igor, Ing., Ph.D., FIT (FIT), DCGM (FIT)
Schwarz Petr, Ing., Ph.D., FIT (FIT), DCGM (FIT)
Černocký Jan, prof. Dr. Ing., DCGM (FIT)
Szőke Igor, Ing., Ph.D., FIT (FIT), DCGM (FIT)
Schwarz Petr, Ing., Ph.D., FIT (FIT), DCGM (FIT)
Černocký Jan, prof. Dr. Ing., DCGM (FIT)
Abstract
Phonemes and Automatically Derived Units in Automatic Language Identification
Keywords
language identificaton, phoneme recognizer, speech processing, ergodic hidden Markov model
URL
Annotation
Language identification (LID) based on phono-tactic modeling is presented in this paper. Approaches using phoneme strings and strings of units automatically derived by an Ergodic HMM (EHMM) are compared. The phoneme recognizers were trained on 6 languages from OGI multi-language-corpus and Czech SpeechDat-E. The LID results are obtained on 4 languages. The results show superiority of Czech phoneme recognizer while used in LID and promising trends using
the EHMM-derived units.
Published
2004
Pages
147–154
Journal
Lecture Notes in Computer Science, vol. 2004, no. 3206, ISSN 0302-9743
Book
Lecture Notes in Computer Science
BibTeX
@article{BUT45738,
author="Pavel {Matějka} and Igor {Szőke} and Petr {Schwarz} and Jan {Černocký}",
title="Automatic Language Identification using Phoneme and Automatically Derived Unit Strings",
journal="Lecture Notes in Computer Science",
year="2004",
volume="2004",
number="3206",
pages="147--154",
issn="0302-9743",
url="http://www.springerlink.com/index/CUFLYEGQA8W1LNBE"
}
Projects
Data driven and anthropic coding and recognition of speech, GACR, Postdoktorandské granty, GP102/02/D108, start: 2002-09-01, end: 2005-08-30, completed
Voice technologies for support of information society, GACR, Standardní projekty, GA102/02/0124, start: 2002-01-01, end: 2004-12-31, completed
Voice technologies for support of information society, GACR, Standardní projekty, GA102/02/0124, start: 2002-01-01, end: 2004-12-31, completed
Research groups
Speech Data Mining Research Group BUT Speech@FIT (RG SPEECH)
Departments