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Descripción
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| 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. | |
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Internacional
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Si |
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Nombre congreso
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2013 International Conference on Biometrics Compendium (ICB), IEEE |
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Tipo de participación
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960 |
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Lugar del congreso
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Madrid, Spain |
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Revisores
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Si |
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ISBN o ISSN
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978-1-4799-0310-8 |
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DOI
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10.1109/ICB.2013.6613025 |
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Fecha inicio congreso
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04/06/2013 |
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Fecha fin congreso
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07/06/2013 |
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Desde la página
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1 |
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Hasta la página
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6 |
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Título de las actas
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Procs. of the 6th IAPR International Conference on Biometrics |