Using Reversed MFCC and IT-EM for Automatic Speaker Verification

Using Reversed MFCC and IT-EM for Automatic Speaker Verification

This paper proposes text independent automatic speaker verification system using IMFCC (Inverse/ Reverse Mel Frequency Coefficients) and IT-EM (Information Theoretic Expectation Maximization). To perform speaker verification, feature extraction using Mel scale has been widely applied and has esta...

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Bibliographic Details
Main Authors: Sheeraz Memon, Sania Bhatti, Tariq Jamil Saifullah Khanzada
Format: Article
Language:English
Published: Mehran University of Engineering and Technology 2012-01-01
Series:Mehran University Research Journal of Engineering and Technology
Subjects:
Information Theory
Expectation Maximization
MFCC
Gaussian Mixture Model
Speaker Verification.
Online Access:http://publications.muet.edu.pk/research_papers/pdf/pdf214.pdf

Internet

http://publications.muet.edu.pk/research_papers/pdf/pdf214.pdf

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