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%3APU45303" target="_blank" >RIV/00216305:26220/04:PU45303 - isvavai.cz</a>

Alternative codes found

RIV/00216305:26230/04:PU49292

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.

Type

J_x - Unclassified - Peer-reviewed scientific article (Jimp, Jsc and Jost)

CEP classification

JA - Electronics and optoelectronics

OECD FORD branch

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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

Name of the periodical

Lecture Notes in Computer Science

ISSN

0302-9743

e-ISSN

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Volume of the periodical

2004

Issue of the periodical within the volume

3206

Country of publishing house

DE - GERMANY

Number of pages

8

Pages from-to

147-154

UT code for WoS article

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EID of the result in the Scopus database

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