Automatic Language Identification using Phoneme and Automatically Derived Unit Strings

Result code in IS VaVaI
<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F00216305%3A26220%2F04%3APU45300" target="_blank" >RIV/00216305:26220/04:PU45300 - isvavai.cz</a>
Alternative codes found
RIV/00216305:26230/04:PU49090
Result on the web
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DOI - Digital Object Identifier
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Result language
angličtina
Original language name
Automatic Language Identification using Phoneme and Automatically Derived Unit Strings
Original language description
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.
Czech name
Automatická Identifikace Jazyka užitím Fonémů a Automaticky Odvozených Jednotek
Czech description
Automatická Identifikace Jazyka užitím Fonémů a Automaticky Odvozených Jednotek

Project
Result was created during the realization of more than one project. More information in the Projects tab.
Continuities
P - Projekt vyzkumu a vyvoje financovany z verejnych zdroju (s odkazem do CEP)

Publication year
2004
Confidentiality
S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů

Article name in the collection
Proceedings of 7th International Conference Text,Speech and Dialoque 2004
ISBN
3-540-23049-1
ISSN
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e-ISSN
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Number of pages
8
Pages from-to
147-154
Publisher name
Springer
Place of publication
Brno
Event location
Brno
Event date
Sep 8, 2004
Type of event by nationality
WRD - Celosvětová akce
UT code for WoS article
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