Detail publikace

Deep Neural Networks and Hidden Markov Models in i-vector-based Text-Dependent Speaker Verification

ZEINALI, H.; BURGET, L.; SAMETI, H.; GLEMBEK, O.; PLCHOT, O. Deep Neural Networks and Hidden Markov Models in i-vector-based Text-Dependent Speaker Verification. In Proceedings of Odyssey 2016, The Speaker and Language Recognition Workshop. Proceedings of Odyssey: The Speaker and Language Recognition Workshop Odyssey 2014, Joensuu, Finland. Bilbao: International Speech Communication Association, 2016. p. 24-30. ISSN: 2312-2846.
Název česky
Hluboké neuronové sítě a skryté Markovovy modely v i-vektorovém systému pro ověřování mluvčího závislém na textu
Typ
článek ve sborníku konference
Jazyk
anglicky
Autoři
Zeinali Hossein, Ph.D. (UPGM)
Burget Lukáš, doc. Ing., Ph.D. (UPGM)
Sameti Hossein (FIT)
Glembek Ondřej, Ing., Ph.D. (VZ SPEECH)
Plchot Oldřich, Ing., Ph.D. (UPGM)
URL
Klíčová slova

deep neural networks,  hidden Markov Models, i-vector-based, text-dependent, speaker verification

Abstrakt

Článek pojednává o hlubokých neuronových sítích a skrytých Markovovych modelech v i-vektorovém systému pro ověřování mluvčího závislém na textu.

Rok
2016
Strany
24–30
Časopis
Proceedings of Odyssey: The Speaker and Language Recognition Workshop Odyssey 2014, Joensuu, Finland, roč. 2016, č. 06, ISSN 2312-2846
Sborník
Proceedings of Odyssey 2016, The Speaker and Language Recognition Workshop
Konference
Odyssey 2016, Bilbao, ES
Vydavatel
International Speech Communication Association
Místo
Bilbao
DOI
10.21437/Odyssey.2016-4
EID Scopus
2-s2.0-85048307659
BibTeX 
@inproceedings{BUT131003,
  author="Hossein {Zeinali} and Lukáš {Burget} and Hossein {Sameti} and Ondřej {Glembek} and Oldřich {Plchot}",
  title="Deep Neural Networks and Hidden Markov Models in i-vector-based Text-Dependent Speaker Verification",
  booktitle="Proceedings of Odyssey 2016, The Speaker and Language Recognition Workshop",
  year="2016",
  journal="Proceedings of Odyssey: The Speaker and Language Recognition Workshop Odyssey 2014, Joensuu, Finland",
  volume="2016",
  number="06",
  pages="24--30",
  publisher="International Speech Communication Association",
  address="Bilbao",
  doi="10.21437/Odyssey.2016-4",
  issn="2312-2846",
  url="http://www.odyssey2016.org/papers/pdfs_stamped/63.pdf"
}
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