Speech Recognition with efficient use of Support Vector Machines: A comparison between Linear Discriminant Analysis and Support vector machines - Couverture souple

Khan, Muhammad Farhan; Zakriyya, Muhammad Asif

 
9783848434466: Speech Recognition with efficient use of Support Vector Machines: A comparison between Linear Discriminant Analysis and Support vector machines
Couverture souple
ISBN 10 : 3848434466 ISBN 13 : 9783848434466
Editeur : LAP LAMBERT Academic Publishing, 2012

Synopsis

The book in hand provides the reader with the basics of speech as well as in-depth technicalities of accurate recognition by use of two different artificial intelligence techniques. The literature review presented in a number of chapters, refines user's concepts about the phonetics and mel frequency ceptstral cofficients that characterize speech as well as voice. These coefficients are then operated upon in MATLAB for analysis and classification to one of the predefined classes of a trained system. After reading this book thoroughly the user will be able to conclude that the efficiency of recognition is enhanced when two artificial intelligence or classification techniques, called Linear Discriminant Analysis and Support vector machines, concatenate. This book also gives brief knowledge about the Mercer Kernel, k-nearest neighbor and many other technical concepts.

Les informations fournies dans la section « Synopsis » peuvent faire référence à une autre édition de ce titre.

Éditeur
LAP LAMBERT Academic Publishing
Date d'édition
2012
Langue
anglais
ISBN 10 
3848434466
ISBN 13 
9783848434466
Reliure
Broché
Nombre de pages
92
Coordonnées du fabricant
non disponible
Personne responsable
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