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  • Textbook
  • © 2011

Fundamentals of Speaker Recognition

Authors:

  • 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

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  • Instant download
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Softcover Book USD 99.99
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  • Dispatched in 3 to 5 business days
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Hardcover Book USD 139.99
Price excludes VAT (USA)
  • Durable hardcover edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info

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Table of contents (26 chapters)

  1. Front Matter

    Pages i-lxi
  2. Basic Theory

    1. Front Matter

      Pages 1-1
    2. Introduction

      • Homayoon Beigi
      Pages 3-42
    3. The Anatomy of Speech

      • Homayoon Beigi
      Pages 43-73
    4. Signal Representation of Speech

      • Homayoon Beigi
      Pages 75-105
    5. Phonetics and Phonology

      • Homayoon Beigi
      Pages 107-141
    6. Probability Theory and Statistics

      • Homayoon Beigi
      Pages 205-263
    7. Information Theory

      • Homayoon Beigi
      Pages 265-300
    8. Metrics and Divergences

      • Homayoon Beigi
      Pages 301-311
    9. Decision Theory

      • Homayoon Beigi
      Pages 313-339
    10. Parameter Estimation

      • Homayoon Beigi
      Pages 341-355
    11. Unsupervised Clustering and Learning

      • Homayoon Beigi
      Pages 357-392
    12. Transformation

      • Homayoon Beigi
      Pages 393-410
    13. Hidden Markov Modeling (HMM)

      • Homayoon Beigi
      Pages 411-463
    14. Neural Networks

      • Homayoon Beigi
      Pages 465-483
    15. Support Vector Machines

      • Homayoon Beigi
      Pages 485-521
  3. Advanced Theory

    1. Front Matter

      Pages 523-523
    2. Speaker Modeling

      • Homayoon Beigi
      Pages 525-541
    3. Speaker Recognition

      • Homayoon Beigi
      Pages 543-559

About this book

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.

Reviews

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)

Authors and Affiliations

  • Recognition Technologies, Inc., Yorktown Heights, USA

    Homayoon Beigi

Bibliographic Information

Buy it now

Buying options

eBook USD 79.99
Price excludes VAT (USA)
  • Available as PDF
  • Read on any device
  • Instant download
  • Own it forever
Softcover Book USD 99.99
Price excludes VAT (USA)
  • Compact, lightweight edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info
Hardcover Book USD 139.99
Price excludes VAT (USA)
  • Durable hardcover edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info

Tax calculation will be finalised at checkout

Other ways to access