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The 2013 Speaker Recognition Evaluation in Mobile Environment
Type of publication: Idiap-RR
Citation: Khoury_Idiap-RR-32-2013
Number: Idiap-RR-32-2013
Year: 2013
Month: 11
Institution: Idiap
Abstract: 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 tradeoff (DET) confirm that the best performing systems are based on total variability modeling, and fuse several subsystems. Nevertheless, the old good 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.
Crossref: Khoury_ICB2013_2013:
Projects Idiap
Authors Khoury, Elie
Vesnicer, Bostjan
Franco-Pedroso, Javier
Violato, Ricardo
Boulkenafet, Zenelabidine
Mazaira Fernandez, Luis-Miguel
Diez, Mireia
Kosmala, Justina
Khemiri, Houssemeddine
Cipr, Tomas
Saedi, Rahim
Günther, Manuel
Zganec-Gros, Jerneja
Zazo Candil, Ruben
Simões, Flávio
Bengherabi, Messaoud
Alvarez Marquina, Augustin
Penagarikano, Mikel
Abad, Alberto
Boulayemen, Mehdi
Schwarz, Petr
Van Leeuwen, David
Gonzalez-Domınguez, Javier
Uliani Neto, Mário
Boutellaa, Elhocine
Gomez Vilda, Pedro
Varona, Amparo
Petrovska-Delacretaz, Dijana
Matejka, Pavel
Gonzalez-Rodrıguez, Joaquin
de Freitas Pereira, Tiago
Harizi, Farid
Rodriguez-Fuentes, Luis Javier
El Shafey, Laurent
de Assis Angeloni, Marcus
Bordel, German
Chollet, Gérard
Marcel, Sébastien
Crossref by Khoury_ICB2013_2013
Added by: [ADM]
Total mark: 0
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