The 2013 speaker recognition evaluation in mobile environment
Autor (es)
Khoury, Elie; Vesnicer, Boštjan; Franco-Pedroso, Javier; Violato, R.; Boulkcnafet, Z.; Mazaira-Fernández, Luis Miguel; Díez, Mireia; Kosmala, J.; Khemiri, Houssemeddine; Cipr, Tomáš; Saeidi, Rahim; Günther, Manuel; Žganec Gros, Jerneja; Zazo Candil, Rubén; Simões, Fabiana Pedreira; Bengherabi, Messaoud; Álvarez-Marquina, Agustín; Peñagarikano, Mikel; Abad, Alberto Rahmat Nezam; Boulayemen, M.; Schwarz, Petr; Van Leeuwen, David A.; González Domínguez, Javier; Neto, M. Uliani; Boutellaa, Elhocine; Vilda, Pedro Gómez; Varona, Amparo; Petrovska-Delacrétaz, Dijana; Matějka, Pavel; González Rodríguez, Joaquín; Pereira, Tiago F.; Harizi, Farid; Rodríguez-Fuentes, Luis Javier; Shafey, Laurent El; Angeloni, M.; Bordel, Germán; Chollet, Gérard F A; Marcel, SébastienEntidad
UAM. Departamento de Tecnología Electrónica y de las ComunicacionesEditor
IEEEFecha de edición
2013Cita
10.1109/ICB.2013.6613025
2013 International Conference on Biometrics (ICB). IEEE, 2013, 1-8
ISBN
978-1-4799-0310-8DOI
10.1109/ICB.2013.6613025Financiado por
This evaluation was supported by the European Union under the project BEAT contract no. FP7-284989 , as well as the Swiss National Science Foundation under the LOBI project.Proyecto
info:eu-repo/grantAgreement/EC/FP7/284989Versión del editor
http://dx.doi.org/10.1109/ICB.2013.6613025Materias
Gaussian processes; Database management systems; Error statistics; Speaker recognition; TelecomunicacionesNota
Personal use of this material is permitted. Permission from IEEE must be obtained for all other uses, in any current or future media, including reprinting/republishing this material for advertising or promotional purposes, creating new collective works, for resale or redistribution to servers or lists, or reuse of any copyrighted component of this work in other works. E. Khoury , B. Vesnicer, J. Franco-Pedroso, R. Violato, Z. Boulkenafet, L.M. Mazaira Fernández, M. Díez, J. Kosmala, H. Khemiri, T. Cipr, R. Saeidi, M. Gunther, J. Zganec-Gros, R. Zazo Candil, F. Simöes, M. Bengherabi, A. Álvarez Marquina, M. Penagarikano, A. Abad, M. Boulayemen, P. Schwarz,, D. Van Leeuwen, J. González-Domínguez, M. Uliani Neto, E. Boutellaa, P. Gómez Vilda, A. Varona, D. Petrovska-Delacretaz, P. Matejka, J. González-Rodríguez, T. Pereira, F. Harizi, L. J. Rodríguez-Fuentes, L. El Shafey, M. Angeloni, G. Bordel, G. Chollet, S. Marcel, "The 2013 speaker recognition evaluation in mobile environment" in International Conference on Biometrics (ICB), Madrid (Spain), 2013, 1-8Derechos
© 2013 IEEEResumen
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.
Lista de ficheros
Google Scholar:Khoury, Elie
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Vesnicer, Boštjan
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Franco-Pedroso, Javier
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Violato, R.
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Boulkcnafet, Z.
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Mazaira-Fernández, Luis Miguel
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Díez, Mireia
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Kosmala, J.
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Khemiri, Houssemeddine
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Cipr, Tomáš
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Saeidi, Rahim
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Günther, Manuel
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Žganec Gros, Jerneja
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Zazo Candil, Rubén
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Simões, Fabiana Pedreira
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Bengherabi, Messaoud
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Álvarez-Marquina, Agustín
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Peñagarikano, Mikel
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Abad, Alberto Rahmat Nezam
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Boulayemen, M.
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Schwarz, Petr
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Van Leeuwen, David A.
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González Domínguez, Javier
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Neto, M. Uliani
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Boutellaa, Elhocine
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Vilda, Pedro Gómez
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Varona, Amparo
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Petrovska-Delacrétaz, Dijana
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Matějka, Pavel
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González Rodríguez, Joaquín
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Pereira, Tiago F.
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Harizi, Farid
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Rodríguez-Fuentes, Luis Javier
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Shafey, Laurent El
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Angeloni, M.
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Bordel, Germán
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Chollet, Gérard F A
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Marcel, Sébastien
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