Improving svm by modifying kernel functions for speaker identification task

International Journal of Digital Content Technology and its Applications

Volumn 4, Issue 6, 2010, Pages

  Boujelbene, Siwar Zribi ^a   Mezghani, Dorra Ben Ayed ^b   Ellouze, Noureddine ^c  

^a Faculty of Human and Social Sciences   (Tunisia)

^b UNIVERSITÉ DE TUNIS EL MANAR   (Tunisia)

^c UNIVERSITY OF TUNIS EL MANAR   (Tunisia)

Author keywords

Kernel function; Speaker identification; Support vector machine

Indexed keywords

EMPIRICAL COMPARISON; EMPIRICAL RISKS; GENERALISATION; HIGH-DIMENSIONAL FEATURE SPACE; INPUT SPACE; KERNEL BASED METHODS; KERNEL FUNCTION; KERNEL SELECTION; POLYNOMIAL KERNELS; RADIAL BASIS FUNCTIONS; REAL-WORLD APPLICATION; SEPARATING HYPERPLANE; SPEAKER IDENTIFICATION; TEXT-INDEPENDENT SPEAKER IDENTIFICATION;

LOUDSPEAKERS; METADATA; RADIAL BASIS FUNCTION NETWORKS; SUPPORT VECTOR MACHINES;

SPEECH RECOGNITION;

EID: 78651522831     PISSN: 19759339     EISSN: None     Source Type: Journal    
DOI: 10.4156/jdcta.vol4.issue6.12     Document Type: Article

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