Performance of svm, k-nn and nbc classifiers for text-independent speaker identification with and without modelling through merging models

This paper proposes some methods of robust text-independent speaker identification based on Gaussian Mixture Model (GMM). We implemented a combination of GMM model with a set of classifiers such as Support Vector Machine (SVM), K-Nearest Neighbour (K-NN), and Naive Bayes Classifier (NBC). In order...

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Bibliografske podrobnosti

Principais autores:	Yussouf Nahayo, Seçkin Arı
Format:	Artigo
Jezik:	Inglês
Izdano:	Sakarya University 2016-04-01
Serija:	Sakarya Üniversitesi Fen Bilimleri Enstitüsü Dergisi
Teme:	GMM SVM KNN NB TIMIT
Online dostop:	http://www.saujs.sakarya.edu.tr/article/view/5000114080
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