Comparison of Selected Classification Methods in Automatic Speaker Identification

This paper presents performance comparison of three different classifiers applied in Automatic SpeakeR Identification: Gaussian Mixture Model (GMM), k Nearest Neighbor algorithm (kNN) and Support Vector Machines (SVM). Each classifier represents different approach to the classification procedure. Me...

Full description

Bibliographic Details
Main Authors: Martin Hric, Michal Chmulík, Roman Jarina
Format: Article
Language:English
Published: University of Žilina 2011-12-01
Series:Communications
Subjects:
Online Access:https://komunikacie.uniza.sk/artkey/csl-201104-0004_comparison-of-selected-classification-methods-in-automatic-speaker-identification.php