Speaker Identification: New Spectral Feature Extraction Techniques | Linear and nonlinear modeling techniques

Mangesh Deshpande (u. a.)

ISBN 10: 3845404639 / ISBN 13: 9783845404639

Published by LAP LAMBERT Academic Publishing, 2011

About this Item

Speaker Identification: New Spectral Feature Extraction Techniques | Linear and nonlinear modeling techniques | Mangesh Deshpande (u. a.) | Taschenbuch | 152 S. | Englisch | 2011 | LAP LAMBERT Academic Publishing | EAN 9783845404639 | Verantwortliche Person für die EU: BoD - Books on Demand, In de Tarpen 42, 22848 Norderstedt, info[at]bod[dot]de | Anbieter: preigu.

Seller Inventory # 106910559

Bibliographic Details

• Title: Speaker Identification: New Spectral Feature Extraction Techniques | Linear and nonlinear modeling techniques
• Publisher: LAP LAMBERT Academic Publishing
• Publication Date: 2011
• Language: English
• ISBN 10: 3845404639
• ISBN 13: 9783845404639
• Binding: Taschenbuch
• Condition: Neu
• Dimensions: 220W x 150H x 10D millimeters 220 millimeters width by 150 millimeters height by 10 millimeters depth
• Weight: 244 grams
• Seller catalogs:
  • Bücher

About this title

Synopsis

Automatic speaker recognition has been an active research area for more than four decades and the technology has gradually matured to a state ready for real life applications. However, contamination by additive noise becomes a major obstacle to commercialize the use of this technique. A more realistic way to try to improve on the situation is to search for ways to improve the robustness of the features used. Therefore, this book addresses the issue of speaker identification under mismatched conditions. The main focus of the book is on the low-level spectral features. This book covers the feature extraction process, including the speech production and perception systems. The importance of high frequency components and the phase information (which is normally discarded by most of the state-of-the art features) are investigated and different noise robust algorithms are proposed which makes use of wavelet packet transform, Teager energy operator and AM-FM model. This book would help the researchers and engineers to grasp the basics and quickly move on to more sophisticated techniques.

About the Author

Mangesh S. Deshpande, Ph.D.: Professor in the Department of Electronics and Telecommunication Engineering, SRES’s College of Engineering Kopargaon, India. Raghunath S. Holambe, Ph.D.: Professor in the Department of Instrumentation Engineering, SGGS Institute of Engineering and Technology, Nanded, India.