Publication detail

Tuning Phonotactic Language Identificaion System

MATĚJKA, P., SCHWARZ, P., ČERNOCKÝ, J., CHYTIL, P.

Original Title

Tuning Phonotactic Language Identificaion System

English Title

Tuning Phonotactic Language Identificaion System

Type

report

Language

en

Original Abstract

This report 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 of the whole system. Reported results are on data from NIST 2003 LID evaluation. Our system has Equal Error Rate (EER) 5.4% on task with 12 languages. This result compares favorably to the best known Parallel PRLM results from this evaluation.

English abstract

This report 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 of the whole system. Reported results are on data from NIST 2003 LID evaluation. Our system has Equal Error Rate (EER) 5.4% on task with 12 languages. This result compares favorably to the best known Parallel PRLM results from this evaluation.

Keywords

Language identificaion, phoneme recognition

RIV year

2005

Released

06.04.2005

Publisher

Faculty of Information Technology BUT

Location

Brno

Pages from

1

Pages to

5

Pages count

5

URL

Documents

BibTex


@techreport{BUT57580,
  author="Pavel {Matějka} and Petr {Schwarz} and Jan {Černocký} and Pavel {Chytil}",
  title="Tuning Phonotactic Language Identificaion System",
  annote="This report 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 of
the whole system. Reported results are on data from NIST 2003 LID
evaluation. Our system has Equal Error Rate (EER) 5.4% on task with 12
languages. This result compares favorably to the best known Parallel
PRLM results from this evaluation.",
  address="Faculty of Information Technology BUT",
  chapter="57580",
  institution="Faculty of Information Technology BUT",
  year="2005",
  month="april",
  pages="1",
  publisher="Faculty of Information Technology BUT",
  type="report"
}