Publication Details

Alternative Approaches to Neural Network based Speaker Verification

SILNOVA Anna, BURGET Lukáš and ČERNOCKÝ Jan. Alternative Approaches to Neural Network based Speaker Verification. In: Proceedings of Interspeech 2017. Stockholm: International Speech Communication Association, 2017, pp. 1572-1575. ISSN 1990-9772. Available from: http://www.isca-speech.org/archive/Interspeech_2017/pdfs/1062.PDF
Czech title
Alternativní přístupy k neuronovým sítím založené na ověřování řečníka
Type
conference paper
Language
english
Authors
Silnova Anna, MSc., Ph.D. (DCGM FIT BUT)
Burget Lukáš, doc. Ing., Ph.D. (DCGM FIT BUT)
Černocký Jan, prof. Dr. Ing. (DCGM FIT BUT)
URL
Keywords

automatic speaker recognition, deep neural networks, bottleneck features

Abstract

This paper describes experiment with the standard ivector/ PLDA system trained on the different NN based features. The results are reported on female part of NIST SRE 2010, condition 5 (English telephone data).

Published
2017
Pages
1572-1575
Journal
Proceedings of Interspeech - on-line, vol. 2017, no. 8, ISSN 1990-9772
Proceedings
Proceedings of Interspeech 2017
Conference
Interspeech Conference, Stockholm, SE
Publisher
International Speech Communication Association
Place
Stockholm, SE
DOI
10.21437/Interspeech.2017-1062
UT WoS
000457505000325
EID Scopus
2-s2.0-85039154956
BibTeX 
@INPROCEEDINGS{FITPUB11582,
   author = "Anna Silnova and Luk\'{a}\v{s} Burget and Jan \v{C}ernock\'{y}",
   title = "Alternative Approaches to Neural Network based Speaker Verification",
   pages = "1572--1575",
   booktitle = "Proceedings of Interspeech 2017",
   journal = "Proceedings of Interspeech - on-line",
   volume = 2017,
   number = 08,
   year = 2017,
   location = "Stockholm, SE",
   publisher = "International Speech Communication Association",
   ISSN = "1990-9772",
   doi = "10.21437/Interspeech.2017-1062",
   language = "english",
   url = "https://www.fit.vut.cz/research/publication/11582"
}
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