Text Dependent Speaker Recognition using Deep Neural Networks - Couverture souple

Suthar, Anilkumar

 
9783659921711: Text Dependent Speaker Recognition using Deep Neural Networks
Couverture souple
ISBN 10 : 3659921718 ISBN 13 : 9783659921711
Editeur : LAP LAMBERT Academic Publishing, 2018

Synopsis

Speaker Recognition is used for identification of a person depending on the characteristics contained in the speech signal. In this paper we propose the use of Deep Neural Network (DNN) for text dependent speaker Recognition system (SRS). Mel Frequency Cepstral Coefficients (MFCC) and Auto-encoder (Butterfly Structure Neural Network) are used to extract the features of speech signal at the initial stage. The previously obtained coefficients are then used to train the DNN to later classify the speakers. DNN can be directly used to extract features and classify speakers but the MFCC and Auto-encoder are used initially for data compression and maximum number of feature extraction thus aiming to get better efficiency and faster results.

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Éditeur
LAP LAMBERT Academic Publishing
Date d'édition
2018
Langue
anglais
ISBN 10 
3659921718
ISBN 13 
9783659921711
Reliure
Broché
Nombre de pages
52
Éditeur
Kansara K.
Coordonnées du fabricant
non disponible
Personne responsable
KreGa Onlinehandel GmbH
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