Detail publikace

A novel estimation of feature-space MLLR for full_covariance models

GHOSHAL, A.; POVEY, D.; AGARWAL, M.; AKYAZI, P.; BURGET, L.; FENG, K.; GLEMBEK, O.; GOEL, N.; KARAFIÁT, M.; RASTROW, A.; ROSE, R.; SCHWARZ, P.; THOMAS, S. A novel estimation of feature-space MLLR for full_covariance models. Proc. International Conference on Acoustics, Speech, and Signal Processing. Proc. International Conference on Acoustics, Speech, and Signal Processing. Dallas: IEEE Signal Processing Society, 2010. p. 4310-4313. ISBN: 978-1-4244-4296-6. ISSN: 1520-6149.
Název česky
Inovovaný odhad MLLR v prostoru parametrů pro plně kovarianční modely
Typ
článek ve sborníku konference
Jazyk
anglicky
Autoři
Ghoshal Arnab
Povey Daniel
Agarwal Mohit
Akyazi Pinar
Burget Lukáš, doc. Ing., Ph.D. (UPGM)
Feng Kai
Glembek Ondřej, Ing., Ph.D.
Goel Nagendra
Karafiát Martin, Ing., Ph.D. (UPGM)
Rastrow Ariya
Rose Richard
Schwarz Petr, Ing., Ph.D. (UPGM)
Thomas Samuel
URL
Klíčová slova

Speech recognition, Speaker adaptation, Hidden Markov models, Optimization methods, Linear algebra

Abstrakt

Článek pojednává o inovovaném odhadu MLLR v prostoru paramentrů pro plně kovariační modely. Prezentujeme zde nový přístup k plně kovariačním Gaussovkým modelům.

Rok
2010
Strany
4310–4313
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
ISBN
978-1-4244-4296-6
Vydavatel
IEEE Signal Processing Society
Místo
Dallas
BibTeX 
@inproceedings{BUT37049,
  author="Arnab {Ghoshal} and Daniel {Povey} and Mohit {Agarwal} and Pinar {Akyazi} and Lukáš {Burget} and Kai {Feng} and Ondřej {Glembek} and Nagendra {Goel} and Martin {Karafiát} and Ariya {Rastrow} and Richard {Rose} and Petr {Schwarz} and Samuel {Thomas}",
  title="A novel estimation of feature-space MLLR for full_covariance models",
  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="4310--4313",
  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/ghoshal_icassp2010_4310.pdf"
}
Nahoru