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Fundamentals of Speaker Recognition de Homayoon Beigi

Fundamentals of Speaker Recognition

Autor Homayoon Beigi
en Limba Engleză Paperback – 23 aug 2016
An emerging technology, Speaker Recognition is becoming well-known for providing voice authentication over the telephone for helpdesks, call centres and other enterprise businesses for business process automation.
"Fundamentals of Speaker Recognition" introduces Speaker Identification, Speaker Verification, Speaker (Audio Event) Classification, Speaker Detection, Speaker Tracking and more. The technical problems are rigorously defined, and a complete picture is made of the relevance of the discussed algorithms and their usage in building a comprehensive Speaker Recognition System.
Designed as a textbook with examples and exercises at the end of each chapter, "Fundamentals of Speaker Recognition" is suitable for advanced-level students in computer science and engineering, concentrating on biometrics, speech recognition, pattern recognition, signal processing and, specifically, speaker recognition. It is also a valuable reference for developers of commercial technology and for speech scientists.
Please click on the link under "Additional Information" to view supplemental information including the Table of Contents and Index.
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Specificații

ISBN-13: 9781489979223
ISBN-10: 1489979220
Pagini: 1006
Ilustrații: LXI, 942 p.
Dimensiuni: 155 x 235 x 50 mm
Greutate: 1.38 kg
Ediția:Softcover reprint of the original 1st ed. 2011
Editura: Springer Us
Colecția Springer
Locul publicării:New York, NY, United States

Cuprins

Preface.- Basic Theory.- Introduction.- Speaker and Vocal Tract Modeling.- Signal Processing and Feature Extraction Techniques.- Data Representation and Probability Distributions.- Information Theory.- Metrics and Distortion Measures Bayesian Learning and Gaussian Mixture Modeling.- Parameter Estimation and Learning.- Hidden Markov Modeling (HMM).- Support Vector Machines.- Neural Networks.- Advanced Theory.- Speaker Modeling.- Algorithms.- Practice.- Speaker Recognition.- Overall Design.- Representation of Results.- Glossary.- Index.

Recenzii

From the reviews:
"... there is no comprehensive overview of speaker recognition.
Aside from the absence of a complete overview of the technology there is a commercial need for a good reference. The reason is that the commercial market for speaker recognition is growing and a need to have scientists and technology developers who understand and can work with this technology.
It goes into far more technical depth than other publications - mostly because those other publications cover other topics as well.
It is a scholarly book that does not appear to be representing knowledge about the topic through the filter of a specific product or kind of application. That is very good for scientists and scholars. Consequently, it would be a good text book or technical reference."
Judith Markowitz (J. Markowitz Consultants, Chicago, Illinois, USA)
 
"In short, this publication would be a service to many researchers and practitioners of this science and technology. I do not know of any other book on the subject. I am much impressed with the depth and breadth that the subject is going to be treated as evidenced from its table of contents."
Fereydoun Maali, Ph.D. (ICx Vision Systems, Phoenix, Arizona, USA)
“This book is unique in several respects. It is the most exhaustive text on speaker recognition available. It is also truly self-contained. About a third of the text is devoted to the background information needed for understanding speaker recognition technology. … this text sets the standard for speaker recognition textbooks. I recommend it both as an introduction to the subject and as a reference on speaker recognition techniques.” (Vladimir Botchev, ACM Computing Reviews, January, 2013)

Caracteristici

First comprehensive textbook to cover the latest developments in Speaker Recognition as well as fundamentals Includes many applications ranging from person identification or verification to multimedia applications Based on course material/tutorials of the author, a distinguished Adjunct Professor at Columbia University in New York, School of Engineering and Applied Science, and President and CEO of Recognition Technologies, Inc Includes supplementary material: sn.pub/extras