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Automatic Generation Of Pronunciation Dictionaries Based On Diarization

JANDA, M. Automatic Generation Of Pronunciation Dictionaries Based On Diarization. Proceedings of the 19th Conference Student EEICT 2013. Brno: Brno University of Technology, 2013. p. 228-232. ISBN: 978-80-214-4695-3.
Type
conference paper
Language
English
Authors
Janda Miloš, Ing., DCGM (FIT)
Abstract

This article is about an automatic generation of pronunciation dictionaries, which are based on diarization approach.

Keywords

speech recognition, LVCSR, vocabulary, pronunciation dictionary, lexicon, diarization

URL
Annotation

This paper presents the results of eight speech recognizers with automatically generated pronunciation dictionaries. Diarization approach, typically used in speaker recognition, could be modified for purpose of automatic generation of dictionaries, targeting the low resource languages where acquisition of hand-crafted pronunciation dictionary is time- and cost-consuming or impossi- ble. Experiments on GlobalPhone database show that diarization approach is suitable alternative for grapheme-based method.

Published
2013
Pages
228–232
Proceedings
Proceedings of the 19th Conference Student EEICT 2013
Conference
Student EEICT 2013
ISBN
978-80-214-4695-3
Publisher
Brno University of Technology
Place
Brno
BibTeX
@inproceedings{BUT103489,
  author="Miloš {Janda}",
  title="Automatic Generation Of Pronunciation Dictionaries Based On Diarization",
  booktitle="Proceedings of the 19th Conference Student EEICT 2013",
  year="2013",
  pages="228--232",
  publisher="Brno University of Technology",
  address="Brno",
  isbn="978-80-214-4695-3",
  url="http://www.feec.vutbr.cz/EEICT/2013/sbornik/03doktorskeprojekty/09grafikaamultimedia/01-xjanda16.pdf"
}
Projects
Centrum excelence IT4Innovations, MŠMT, Operační program Výzkum a vývoj pro inovace, ED1.1.00/02.0070, start: 2011-01-01, end: 2015-12-31, completed
Multilingual recognition and search in speech for electronic dictionaries, MPO, TIP, FR-TI1/034, start: 2009-09-01, end: 2013-08-31, completed
Security-Oriented Research in Information Technology, MŠMT, Institucionální prostředky SR ČR (např. VZ, VC), MSM0021630528, start: 2007-01-01, end: 2013-12-31, running
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