Publication detail

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

GLEMBEK, O. MATĚJKA, P. PLCHOT, O. PEŠÁN, J. BURGET, L. SCHWARZ, P.

Original Title

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

Type

conference paper

Language

English

Original 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.

Keywords

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

Authors

GLEMBEK, O.; MATĚJKA, P.; PLCHOT, O.; PEŠÁN, J.; BURGET, L.; SCHWARZ, P.

RIV year

2015

Released

6. 9. 2015

Publisher

International Speech Communication Association

Location

Dresden

ISBN

978-1-5108-1790-6

Book

Proceedings of Interspeech 2015

ISBN

1990-9772

Periodical

Proceedings of Interspeech

Year of study

2015

Number

09

State

French Republic

Pages from

2327

Pages to

2331

Pages count

5

URL

https://www.fit.vut.cz/research/publication/10968/

BibTex

@inproceedings{BUT119904,
  author="Ondřej {Glembek} and Pavel {Matějka} and Oldřich {Plchot} and Jan {Pešán} and Lukáš {Burget} and Petr {Schwarz}",
  title="Migrating i-vectors Between Speaker Recognition Systems Using Regression Neural Networks",
  booktitle="Proceedings of Interspeech 2015",
  year="2015",
  journal="Proceedings of Interspeech",
  volume="2015",
  number="09",
  pages="2327--2331",
  publisher="International Speech Communication Association",
  address="Dresden",
  isbn="978-1-5108-1790-6",
  issn="1990-9772",
  url="https://www.fit.vut.cz/research/publication/10968/"
}

Documents

glembek_interspeech2015_IS151314.pdf