Detail výsledku

Subspace Gaussian mixture models for speech recognition

POVEY, D.; BURGET, L.; AGARWAL, M.; AKYAZI, P.; FENG, K.; GHOSHAL, A.; GLEMBEK, O.; GOEL, N.; KARAFIÁT, M.; RASTROW, A.; ROSE, R.; SCHWARZ, P.; THOMAS, S. Subspace Gaussian mixture models for speech recognition. Proc. International Conference on Acoustics, Speech, and Signal Processing. Proc. International Conference on Acoustics, Speech, and Signal Processing. Dallas: IEEE Signal Processing Society, 2010. no. 3, p. 4330-4333. ISBN: 978-1-4244-4296-6. ISSN: 1520-6149.
Typ
článek ve sborníku konference
Jazyk
anglicky
Autoři
Povey Daniel
Burget Lukáš, doc. 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)
Rastrow Ariya
Rose Richard
Schwarz Petr, Ing., Ph.D., UPGM (FIT)
Thomas Samuel
Abstrakt

The paper is on subspace Gaussian mixture models for speech recognition. We describe an acoustic modeling approach in which all phonetic states share a common GMM structure.

Klíčová slova

Speech Recognition, Hidden Markov Models, Gaussian Mixture Models

URL
Rok
2010
Strany
4330–4333
Časopis
Proc. International Conference on Acoustics, Speech, and Signal Processing, roč. 2010, č. 3, ISSN 1520-6149
Sborník
Proc. International Conference on Acoustics, 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{BUT37026,
  author="Daniel {Povey} and Lukáš {Burget} and Mohit {Agarwal} and Pinar {Akyazi} and Kai {Feng} and Arnab {Ghoshal} and Ondřej {Glembek} and Nagendra {Goel} and Martin {Karafiát} and Ariya {Rastrow} and Richard {Rose} and Petr {Schwarz} and Samuel {Thomas}",
  title="Subspace Gaussian mixture models for speech recognition",
  booktitle="Proc. International Conference on Acoustics, Speech, and Signal Processing",
  year="2010",
  journal="Proc. International Conference on Acoustics, Speech, and Signal Processing",
  volume="2010",
  number="3",
  pages="4330--4333",
  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/povey_icassp2010_4330.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