Gender-based Speaker Classification using ANFIS: An Adaptive Neuro-fuzzy Approach with MATLAB - Couverture souple

Singh, Juhi

 
9786200084125: Gender-based Speaker Classification using ANFIS: An Adaptive Neuro-fuzzy Approach with MATLAB
Couverture souple
ISBN 10 : 6200084122 ISBN 13 : 9786200084125
Editeur : LAP LAMBERT Academic Publishing, 2019

Synopsis

The core problem of this research work is automated gender based speaker classification, that is, to imbibe into a machine the capability of identifying the gender of a human speaker, that is, to identify whether a human speaker is male or female. A gender-based speaker classification tool has been developed to automate the classification process. The tool is based on speech signal processing. With the help of speech signal processing, a speech signal is analyzed first, followed by extraction of features from the signal. During speech analysis, the speech signal is processed and classified for enabling the extraction of pitch. The feature extraction is performed over the classified speech by using the ‘Cepstral analysis’ to determine the pitch of a speech signal. This allows the gender-based speaker classification to be accomplished on the basis of the pitch value.

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Éditeur
LAP LAMBERT Academic Publishing
Date d'édition
2019
Langue
anglais
ISBN 10 
6200084122
ISBN 13 
9786200084125
Reliure
Broché
Nombre de pages
80
Coordonnées du fabricant
non disponible
Personne responsable
non disponible