Result Details

Phoneme Recognition Tuning for Language Identification System

MATĚJKA, P. Phoneme Recognition Tuning for Language Identification System. Proceedings of the 11th conference STUDENT EEICT 2005. Brno: Faculty of Electrical Engineering and Communication BUT, 2005. p. 658-653. ISBN: 80-214-2890-2.
Type
conference paper
Language
English
Authors
Matějka Pavel, Ing., Ph.D., DCGM (FIT)
Abstract

This paper provides brief description of Language Identification (LID)system based on phoneme recognizer followed by language models (PRLM).Tuning phoneme recognizers for this task can increase performance ofthe whole system. Reported results are on data from NIST 2003 LIDevaluation. Our system has Equal Error Rate (EER) 5.4% on taskwith 12 languages. This result compares favorably to the best knownParallel PRLM results from this evaluation.

Keywords

language identification, phoneme recognition, phonotactic model

URL
Published
2005
Pages
658–653
Proceedings
Proceedings of the 11th conference STUDENT EEICT 2005
Conference
STUDENT EEICT 2005
ISBN
80-214-2890-2
Publisher
Faculty of Electrical Engineering and Communication BUT
Place
Brno
BibTeX 
@inproceedings{BUT21473,
  author="Pavel {Matějka}",
  title="Phoneme Recognition Tuning for Language Identification System",
  booktitle="Proceedings of the 11th conference STUDENT EEICT 2005",
  year="2005",
  pages="658--653",
  publisher="Faculty of Electrical Engineering and Communication BUT",
  address="Brno",
  isbn="80-214-2890-2",
  url="http://www.fit.vutbr.cz/~matejkap/publi/2005/eeict2005.pdf"
}
Projects
Augmented Multi-party Interaction, EU, Sixth Framework programme, 506811-AMI, start: 2004-01-01, end: 2006-12-31, completed
New trends in research and application of voice technology, GACR, Standardní projekty, GA102/05/0278, start: 2005-01-01, end: 2007-12-31, completed
Research groups
Speech Data Mining Research Group BUT Speech@FIT (RG SPEECH)
Departments
Department of Computer Graphics and Multimedia (DCGM)
Department of Radio Electronics (UREL)
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