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

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
Softcover
ISBN 10: 3848434466 ISBN 13: 9783848434466
Verlag: LAP LAMBERT Academic Publishing, 2012

Inhaltsangabe

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.

Die Inhaltsangabe kann sich auf eine andere Ausgabe dieses Titels beziehen.

Reseña del editor

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.

Biografía del autor

This book is the result of a huge effort by the author to complete this project for submission as a dissertation for the degree of M.Sc in Electronic Communication and Computer Engg at The University of Nottingham.Currently, the author is working at a public sector university in Pakistan with research interests in FPGA's and speech recognition.

„Über diesen Titel“ kann sich auf eine andere Ausgabe dieses Titels beziehen.

Verlag
LAP LAMBERT Academic Publishing
Erscheinungsdatum
2012
Sprache
Englisch
ISBN 10 
3848434466
ISBN 13 
9783848434466
Einband
Tapa blanda
Anzahl der Seiten
92
Kontakt zum Hersteller
Nicht verfügbar
Verantwortliche Person
Nicht verfügbar