Detail publikace

Full-covariance UBM and Heavy-tailed PLDA in I-Vector Speaker Verification

MATĚJKA, P.; GLEMBEK, O.; CASTALDO, F.; ALAM, J.; PLCHOT, O.; KENNY, P.; BURGET, L.; ČERNOCKÝ, J. Full-covariance UBM and Heavy-tailed PLDA in I-Vector Speaker Verification. In Proceedings of the 2011 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2011. Praha: IEEE Signal Processing Society, 2011. p. 4828-4831. ISBN: 978-1-4577-0537-3.
Název česky
Plné kovarianční matice a Heavy-tailed PLDA v ověřování mluvčího pomocí i-vektorů
Typ
článek ve sborníku konference
Jazyk
anglicky
Autoři
Matějka Pavel, Ing., Ph.D. (UPGM)
Glembek Ondřej, Ing., Ph.D.
Castaldo Fabio
Alam Jahangir
Plchot Oldřich, Ing., Ph.D. (UPGM)
Kenny Patrick
Burget Lukáš, doc. Ing., Ph.D. (UPGM)
Černocký Jan, prof. Dr. Ing. (UPGM)
URL
Klíčová slova

GMM, speaker recognition, PLDA, heavytailed PLDA, full-covariance UBM, i-vectors

Abstrakt

Publikace pojednává o plné kovarianční matici a Heavy-tailed PLDA v ověřování mluvčího pomocí i-vektorů.

Rok
2011
Strany
4828–4831
Sborník
Proceedings of the 2011 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2011
ISBN
978-1-4577-0537-3
Vydavatel
IEEE Signal Processing Society
Místo
Praha
DOI
10.1109/ICASSP.2011.5947436
EID Scopus
2-s2.0-80051621424
BibTeX 
@inproceedings{BUT76387,
  author="Pavel {Matějka} and Ondřej {Glembek} and Fabio {Castaldo} and Jahangir {Alam} and Oldřich {Plchot} and Patrick {Kenny} and Lukáš {Burget} and Jan {Černocký}",
  title="Full-covariance UBM and Heavy-tailed PLDA in I-Vector Speaker Verification",
  booktitle="Proceedings of the 2011 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2011",
  year="2011",
  pages="4828--4831",
  publisher="IEEE Signal Processing Society",
  address="Praha",
  doi="10.1109/ICASSP.2011.5947436",
  isbn="978-1-4577-0537-3",
  url="https://www.fit.vut.cz/research/publication/9657/"
}
Nahoru