Publication Details

The 2013 Speaker Recognition Evaluation in Mobile Environment

KHOURY, E.; VESNICER, B.; FRANCO-PEDROSO, J.; DIEZ SÁNCHEZ, M.; CIPR, T.; SCHWARZ, P.; VAN LEEUWEN, D.; PETROVSKA-DELACRETAZ, D.; MATĚJKA, P.; RODRIGUEZ-FUENTES, L.; CHOLLET, G.; MARCEL, S. The 2013 Speaker Recognition Evaluation in Mobile Environment. Proceedings of Biometrics (ICB), 2013 International Conference on. Madrid: IEEE Biometric Council, 2013. p. 1-8. ISBN: 978-1-4799-0310-8.

Czech title

2013 Evaluace rozpoznávání mluvčího v mobilním prostředí

Type

conference paper

Language

English

Authors

Khoury Elie (FIT)
Vesnicer Boštjan (FIT)
Franco-Pedroso Javier (FIT)
Diez Sánchez Mireia, M.Sc., Ph.D. (DCGM)
Cipr Tomáš, Ing.
Schwarz Petr, Ing., Ph.D. (DCGM)
van Leeuwen David
Petrovska-Delacretaz Dijana, Dr.
Matějka Pavel, Ing., Ph.D. (DCGM)
Rodriguez-Fuentes Luis (FIT)
Chollet Gerard, Dr.
Marcel Sebastien
and others

URL

Keywords

speaker recognition, mobile environment, evaluation

Abstract

This paper presents the results of the participants to the evaluation on speaker verification in mobile environment.

Annotation

This paper evaluates the performance of the twelve primary systems submitted to the evaluation on speaker verification in the context of a mobile environment using the MOBIO database. The mobile environment provides a challenging and realistic test-bed for current state-of-the-art speaker verification techniques. Results in terms of equal error rate (EER), half total error rate (HTER) and detection error trade-off (DET) confirm that the best performing systems are based on total variability modeling, and are the fusion of several sub-systems. Nevertheless, the good old UBM-GMM based systems are still competitive. The results also show that the use of additional data for training as well as gender-dependent features can be helpful.

Published

2013

Pages

1–8

Proceedings

Proceedings of Biometrics (ICB), 2013 International Conference on

ISBN

978-1-4799-0310-8

Publisher

IEEE Biometric Council

Place

Madrid

DOI

10.1109/ICB.2013.6613025

BibTeX

@inproceedings{BUT105973,
  author="Elie {Khoury} and Boštjan {Vesnicer} and Javier {Franco-Pedroso} and Mireia {Diez Sánchez} and Tomáš {Cipr} and Petr {Schwarz} and David {van Leeuwen} and Dijana {Petrovska-Delacretaz} and Pavel {Matějka} and Luis {Rodriguez-Fuentes} and Gerard {Chollet} and Sebastien {Marcel}",
  title="The 2013 Speaker Recognition Evaluation in Mobile Environment",
  booktitle="Proceedings of Biometrics (ICB), 2013 International Conference on",
  year="2013",
  pages="1--8",
  publisher="IEEE Biometric Council",
  address="Madrid",
  doi="10.1109/ICB.2013.6613025",
  isbn="978-1-4799-0310-8",
  url="http://ieeexplore.ieee.org/xpl/articleDetails.jsp?arnumber=6613025&refinements%3D4280507127%26sortType%3Dasc_p_Sequence%26filter%3DAND%28p_IS_Number%3A6612943%29"
}