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" }