Couverture de A Novel BPNN Approach For Speaker Identification Using MFCC
Titre du livre:

A Novel BPNN Approach For Speaker Identification Using MFCC

An emerging study

LAP LAMBERT Academic Publishing (23-06-2012 )

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ISBN-13:

978-3-659-15967-1

ISBN-10:
3659159670
EAN:
9783659159671
Langue du livre:
Anglais
texte du rabat:
Speech processing is an application area of digital signal processing.Various fields for research in speech processing are speech recognition, speaker recognition, speech synthesis, speech coding etc. The objective of speaker identification is to extract, characterize and identify the information about speaker identity. Feature extraction is the first step for speaker identification.In this work, the MFCC feature has been used for designing a text dependent speaker identification system.BPNN is used for identification after training the feature sets from MFCC.Some modifications to the existing techniques are also suggested to improve the speaker identification efficiency. Information from speech recognition can be used in various ways in state-of-the-art speaker identification systems.
Maison d'édition:
LAP LAMBERT Academic Publishing
Site Web:
https://www.lap-publishing.com/
de (auteur) :
Kshamamayee Dash
Numéro de pages:
84
Publié le:
23-06-2012
Stock:
Disponible
Catégorie:
Autres
Prix:
49.00 €
Mots-clés:
Speech processing, Feature Extraction, speaker identification, MFCC, BPNN, speech signal

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