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MATĚJKA, P., SZŐKE, I., SCHWARZ, P., ČERNOCKÝ, J.
Originální název
Automatic Language Identification using Phoneme and Automatically Derived Unit Strings
Typ
článek ve sborníku ve WoS nebo Scopus
Jazyk
angličtina
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.
Klíčová slova
language identificaton, phoneme recognizer, speech processing, ergodic hidden Markov model
Autoři
Rok RIV
2004
Vydáno
8. 9. 2004
Nakladatel
Springer
Místo
Brno
ISBN
3-540-23049-1
Kniha
Proceedings of 7th International Conference Text,Speech and Dialoque 2004
Strany od
147
Strany do
154
Strany počet
8
BibTex
@inproceedings{BUT11955, author="Pavel {Matějka} and Igor {Szőke} and Petr {Schwarz} and Jan {Černocký}", title="Automatic Language Identification using Phoneme and Automatically Derived Unit Strings", booktitle="Proceedings of 7th International Conference Text,Speech and Dialoque 2004", year="2004", pages="8", publisher="Springer", address="Brno", isbn="3-540-23049-1" }