Publication Details

The 2013 Speaker Recognition Evaluation in Mobile Environment

KHOURY Elie S., VESNICER Boštjan, FRANCO-PEDROSO Javier, DIEZ Sánchez Mireia, CIPR Tomáš, SCHWARZ Petr, VAN Leeuwen David, PETROVSKA-DELACRETAZ Dijana, MATĚJKA Pavel, RODRIGUEZ-FUENTES Luis J., CHOLLET Gerard and MARCEL Sebastien et al. The 2013 Speaker Recognition Evaluation in Mobile Environment. In: Proceedings of Biometrics (ICB), 2013 International Conference on. Madrid: IEEE Biometric Council, 2013, pp. 1-8. ISBN 978-1-4799-0310-8. Available from: http://ieeexplore.ieee.org/xpl/articleDetails.jsp?arnumber=6613025&refinements%3D4280507127%26sortType%3Dasc_p_Sequence%26filter%3DAND%28p_IS_Number%3A6612943%29
Czech title
2013 Evaluace rozpoznávání mluvčího v mobilním prostředí
Type
conference paper
Language
english
Authors
Khoury Elie S. (IDIAP)
Vesnicer Boštjan (ALPINEON)
Franco-Pedroso Javier (UAM)
Diez Sánchez Mireia (UPV)
Cipr Tomáš, Ing. (DCGM FIT BUT)
Schwarz Petr, Ing., Ph.D. (DCGM FIT BUT)
van Leeuwen David (TNO)
Petrovska-Delacretaz Dijana, Dr. (unifr)
Matějka Pavel, Ing., Ph.D. (DCGM FIT BUT)
Rodriguez-Fuentes Luis J. (EHU)
Chollet Gerard, Dr. (GET/ENST)
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
Conference
ICB-2013, The 6th IAPR International Conference on Biometrics, Madrid, ES
ISBN
978-1-4799-0310-8
Publisher
IEEE Biometric Council
Place
Madrid, ES
DOI
10.1109/ICB.2013.6613025
BibTeX 
@INPROCEEDINGS{FITPUB10529,
   author = "S. Elie Khoury and Bo\v{s}tjan Vesnicer and Javier Franco-Pedroso and Mireia S\'{a}nchez Diez and Tom\'{a}\v{s} Cipr and Petr Schwarz and David Leeuwen van and Dijana Petrovska-Delacretaz and Pavel Mat\v{e}jka and J. Luis Rodriguez-Fuentes and Gerard Chollet and Sebastien Marcel and et al.",
   title = "The 2013 Speaker Recognition Evaluation in Mobile Environment",
   pages = "1--8",
   booktitle = "Proceedings of Biometrics (ICB), 2013 International Conference on",
   year = 2013,
   location = "Madrid, ES",
   publisher = "IEEE Biometric Council",
   ISBN = "978-1-4799-0310-8",
   doi = "10.1109/ICB.2013.6613025",
   language = "english",
   url = "https://www.fit.vut.cz/research/publication/10529"
}
Back to top