Support vector machines and joint factor analysis for speaker verification

ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings

Volumn , Issue , 2009, Pages 4237-4240

  Dehak, Najim ^a,b   Kenny, Patrick ^a   Dehak, Réda ^c   Glembek, Ondrej ^d   Dumouchel, Pierre ^a,b   Burget, Lukas ^d   Hubeika, Valiantsina ^d   Castaldo, Fabio ^e  

^a Cent de Recherche Informatique de Montreal   (Canada)

^b ÉCOLE DE TECHNOLOGIE SUPÉRIEURE   (Canada)

^c EPITA RESEARCH AND DEVELOPMENT LABORATORY LRDE   (France)

^d BRNO UNIVERSITY OF TECHNOLOGY   (Czech Republic)

^e POLITECNICO DI TORINO   (Italy)

Author keywords

Joint factor analysis; Speaker factors space; Support vector machine; Within class covariance normalization

Indexed keywords

CHANNEL EFFECT; COMMON FACTORS; GAUSSIAN MIXTURE MODEL; JOINT FACTOR ANALYSIS; NORMALIZATION METHODS; SCORING TECHNIQUES; SPEAKER FACTORS SPACE; SPEAKER VERIFICATION; WITHIN CLASS COVARIANCE NORMALIZATION; WITHIN-CLASS COVARIANCE;

ACOUSTICS; GEARS; IMAGE RETRIEVAL; MULTILAYER NEURAL NETWORKS; SIGNAL PROCESSING; SPEECH RECOGNITION; VECTORS;

SUPPORT VECTOR MACHINES;

EID: 70349223052     PISSN: 15206149     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICASSP.2009.4960564     Document Type: Conference Paper

References (12)

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