Detail výsledku

Multilingual acoustic modeling for speech recognition based on Subspace Gaussian Mixture Models

BURGET, L.; SCHWARZ, P.; AGARWAL, M.; AKYAZI, P.; FENG, K.; GHOSHAL, A.; GLEMBEK, O.; GOEL, N.; KARAFIÁT, M.; POVEY, D.; RASTROW, A.; ROSE, R.; THOMAS, S. Multilingual acoustic modeling for speech recognition based on Subspace Gaussian Mixture Models. Proc. International Conference on Acoustictics, Speech, and Signal Processing. Proc. International Conference on Acoustics, Speech, and Signal Processing. Dallas: IEEE Signal Processing Society, 2010. no. 3, p. 4334-4337. ISBN: 978-1-4244-4296-6. ISSN: 1520-6149.
Typ
článek ve sborníku konference
Jazyk
angličtina
Autoři
Burget Lukáš, doc. Ing., Ph.D., UPGM (FIT)
Schwarz Petr, Ing., Ph.D., UPGM (FIT)
Agarwal Mohit
Akyazi Pinar
Feng Kai
Ghoshal Arnab
Glembek Ondřej, Ing., Ph.D., FIT (FIT), UPGM (FIT)
Goel Nagendra
Karafiát Martin, Ing., Ph.D., UPGM (FIT)
Povey Daniel
Rastrow Ariya
Rose Richard
Thomas Samuel
Abstrakt

This paper is on a different approach to multilingual speech recognition, in which the phone sets are entirely distinct but the model has parameters not tied to specific states that are shared across languages.

Klíčová slova

Large vocabulary speech recognition, Subspace Gaussian mixture model, Multilingual acoustic modeling

URL
Rok
2010
Strany
4334–4337
Časopis
Proc. International Conference on Acoustics, Speech, and Signal Processing, roč. 2010, č. 3, ISSN 1520-6149
Sborník
Proc. International Conference on Acoustictics, Speech, and Signal Processing
Konference
International Conference on Acoustics, Speech, and Signal Processing 2010
ISBN
978-1-4244-4296-6
Vydavatel
IEEE Signal Processing Society
Místo
Dallas
BibTeX 
@inproceedings{BUT37044,
  author="Lukáš {Burget} and Petr {Schwarz} and Mohit {Agarwal} and Pinar {Akyazi} and Kai {Feng} and Arnab {Ghoshal} and Ondřej {Glembek} and Nagendra {Goel} and Martin {Karafiát} and Daniel {Povey} and Ariya {Rastrow} and Richard {Rose} and Samuel {Thomas}",
  title="Multilingual acoustic modeling for speech recognition based on Subspace Gaussian Mixture Models",
  booktitle="Proc. International Conference on Acoustictics, Speech, and Signal Processing",
  year="2010",
  journal="Proc. International Conference on Acoustics, Speech, and Signal Processing",
  volume="2010",
  number="3",
  pages="4334--4337",
  publisher="IEEE Signal Processing Society",
  address="Dallas",
  isbn="978-1-4244-4296-6",
  issn="1520-6149",
  url="http://www.fit.vutbr.cz/research/groups/speech/publi/2010/burget_icassp2010_4334.pdf"
}
Projekty
Multiligvální rozpoznávání a vyhledávání v řeči pro elektronické slovníky, MPO, TIP, FR-TI1/034, zahájení: 2009-09-01, ukončení: 2013-08-31, ukončen
Výzkumné skupiny
Výzkumná skupina dolování dat z řeči BUT Speech@FIT (VZ SPEECH)
Pracoviště
Ústav počítačové grafiky a multimédií (UPGM)
Nahoru