Publication Details

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

ZEINALI Hossein, BURGET Lukáš, SAMETI Hossein, GLEMBEK Ondřej and PLCHOT Oldřich. 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. Bilbao: International Speech Communication Association, 2016, pp. 24-30. ISSN 2312-2846. Available from: http://www.odyssey2016.org/papers/pdfs_stamped/63.pdf

Czech title

Hluboké neuronové sítě a skryté Markovovy modely v i-vektorovém systému pro ověřování mluvčího závislém na textu

Type

conference paper

Language

english

Authors

Zeinali Hossein, Ph.D. (DCGM FIT BUT)
Burget Lukáš, doc. Ing., Ph.D. (DCGM FIT BUT)
Sameti Hossein (SHARIF)
Glembek Ondřej, Ing., Ph.D. (DCGM FIT BUT)
Plchot Oldřich, Ing., Ph.D. (DCGM FIT BUT)

URL

Keywords

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

Abstract

This article is about deep neural networks and hidden Markov models in i-vector-based text-dependent speaker verification.

Published

2016

Pages

24-30

Journal

Proceedings of Odyssey: The Speaker and Language Recognition Workshop, vol. 2016, no. 6, ISSN 2312-2846

Proceedings

Proceedings of Odyssey 2016, The Speaker and Language Recognition Workshop

Conference

Odyssey 2016, Bilbao, ES

Publisher

International Speech Communication Association

Place

Bilbao, ES

DOI

10.21437/Odyssey.2016-4

EID Scopus

2-s2.0-85048307659

BibTeX

@INPROCEEDINGS{FITPUB11220,
   author = "Hossein Zeinali and Luk\'{a}\v{s} Burget and Hossein Sameti and Ond\v{r}ej Glembek and Old\v{r}ich Plchot",
   title = "Deep Neural Networks and Hidden Markov Models in i-vector-based Text-Dependent Speaker Verification",
   pages = "24--30",
   booktitle = "Proceedings of Odyssey 2016, The Speaker and Language Recognition Workshop",
   journal = "Proceedings of Odyssey: The Speaker and Language Recognition Workshop",
   volume = 2016,
   number = 06,
   year = 2016,
   location = "Bilbao, ES",
   publisher = "International Speech Communication Association",
   ISSN = "2312-2846",
   doi = "10.21437/Odyssey.2016-4",
   language = "english",
   url = "https://www.fit.vut.cz/research/publication/11220"
}