Detail publikace
Automatic Language Identification using Phoneme and Automatically Derived Unit Strings
Originální název
Automatic Language Identification using Phoneme and Automatically Derived Unit Strings
Anglický název
Automatic Language Identification using Phoneme and Automatically Derived Unit Strings
Jazyk
en
Originální abstrakt
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.
Anglický abstrakt
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.
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",
annote="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.",
booktitle="Lecture Notes in Computer Science",
chapter="45738",
journal="Lecture Notes in Computer Science",
number="3206",
volume="2004",
year="2004",
month="september",
pages="147",
type="journal article - other"
}