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Fundamentals of Speaker Recognition, by Homayoon Beigi
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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.
- Sales Rank: #1620067 in Books
- Brand: Beigi, Homayoon
- Published on: 2011-12-08
- Original language: English
- Number of items: 1
- Dimensions: 9.75" h x 6.25" w x 2.00" l, 3.46 pounds
- Binding: Hardcover
- 942 pages
Review
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)
Most helpful customer reviews
2 of 2 people found the following review helpful.
Pioneering textbook
By Sassan Pejhan
This is the first scientifically written textbook on the subject of Speaker Recognition. I had the pleasure of reviewing several chapters of the draft version and what struck me most was the depth and comprehensive manner in which the subject is treated. More than 800 references have been consulted and cited by the author, who spent 4 years working on this book. The textbook is self-contained: several chapters at the end of the book are dedicated to the background mathematics (such as linear algebra, integral transforms and non-linear optimization techniques).
The subject matter (speaker recognition) has many applications that may not be obvious at first glance. The author lists several of these in the Introductory chapter including financial applications, audio and video indexing, proctorless oral exams and surveillance. Speaker recognition is compared to twelve other Biometrics (from DNA to fingerprints, from face recognition to handwriting recognition) and the author then demonstrates how a multimodal recognition system can improve the accuracy of any single mode recognition approach.
This textbook is most appropriate for a graduate level engineering or CS course. Ideally, students would have already taken courses on signal processing and probability and statistics. A couple of the chapters include problem sets for the students to solve but the course instructor will have to devise his/her own problem sets for the large part. Despite the voluminous nature of the book and the proliferation of mathematical equations (which is inevitable for a textbook of this nature), the book is easy to read and follow and the author has made a clear effort to engage, and share his passion with, the reader.
I highly recommend this book to any professional working in the field of Biometrics.
1 of 1 people found the following review helpful.
Clear and concise
By Mamoun Alaoui
By writing Fundamentals of Speaker Recognition, Homayoon Beigi took up the challenge to compose a comprehensive book on a rapidly growing scientific field. The result is 942 pages of a good academically structured literature. Whether one is a faculty, an engineer, a researcher or a student, he/she will find in Fundamentals of Speaker Recognition the necessary concepts for see soaking and/or reviewing the theories, theorems and practical applications of the fascinating domain of speaker recognition. While keeping next to me this first edition, I am impatient to get an eventual newer one to come or another book from this author who is well dedicated to his work.
1 of 1 people found the following review helpful.
Amazing book !
By Umang Patel
Best book for speaker & speech recognition ! . Concepts explained very clearly . My personal favorite is the probability review . Professor is really awesome and has tons for experience in this field. Worth reading for any Masters or PhD enthusiast .
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