Publication Details

Migrating i-vectors Between Speaker Recognition Systems Using Regression Neural Networks

GLEMBEK Ondřej, MATĚJKA Pavel, PLCHOT Oldřich, PEŠÁN Jan, BURGET Lukáš and SCHWARZ Petr. Migrating i-vectors Between Speaker Recognition Systems Using Regression Neural Networks. In: Proceedings of Interspeech 2015. Dresden: International Speech Communication Association, 2015, pp. 2327-2331. ISBN 978-1-5108-1790-6. ISSN 1990-9772.
Czech title
Převod i-vektorů mezi systémy pro rozpoznávání mluvčího pomocí regresních neuronových sítí
Type
conference paper
Language
english
Authors
URL
Keywords

speaker recognition, i-vector transformation, Regression Neural Networks, system migration

Abstract

We have shown that a linear transformation can be used to transform alien i-vectors to the reference i-vectors as the input to the reference PLDA system.

Published
2015
Pages
2327-2331
Journal
Proceedings of Interspeech, vol. 2015, no. 9, ISSN 1990-9772
Proceedings
Proceedings of Interspeech 2015
Conference
INTERSPEECH 2015, Dresden, DE
ISBN
978-1-5108-1790-6
Publisher
International Speech Communication Association
Place
Dresden, DE
UT WoS
000380581601022
EID Scopus
BibTeX
@INPROCEEDINGS{FITPUB10968,
   author = "Ond\v{r}ej Glembek and Pavel Mat\v{e}jka and Old\v{r}ich Plchot and Jan Pe\v{s}\'{a}n and Luk\'{a}\v{s} Burget and Petr Schwarz",
   title = "Migrating i-vectors Between Speaker Recognition Systems Using Regression Neural Networks",
   pages = "2327--2331",
   booktitle = "Proceedings of Interspeech 2015",
   journal = "Proceedings of Interspeech",
   volume = 2015,
   number = 09,
   year = 2015,
   location = "Dresden, DE",
   publisher = "International Speech Communication Association",
   ISBN = "978-1-5108-1790-6",
   ISSN = "1990-9772",
   language = "english",
   url = "https://www.fit.vut.cz/research/publication/10968"
}
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