MS&A

Mathematical Modeling and Signal Processing in Speech and Hearing Sciences

Authors: Xin, Jack, Qi, Yingyong

  • User friendly and systematic introduction to mathematical models in speech and hearing sciences
  • Step by step analysis of models and computational methods from numerical analysis, signal processing and statistics
  • Connect mathematics and computation with speech/hearing phenomena and signal processing
  • Hands-on MATLAB programs to simulate models and analyze data, results come quickly (most of them in seconds) for seeing and hearing, directly enhancing learning experience
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Buy this book

eBook $84.99
price for USA (gross)
  • ISBN 978-3-319-03086-9
  • Digitally watermarked, DRM-free
  • Included format: PDF, EPUB
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
Hardcover $109.00
price for USA
  • ISBN 978-3-319-03085-2
  • Free shipping for individuals worldwide
  • Usually dispatched within 3 to 5 business days.
Softcover $109.00
price for USA
  • Customers within the U.S. and Canada please contact Customer Service at 1-800-777-4643, Latin America please contact us at +1-212-460-1500 (Weekdays 8:30am – 5:30pm ET) to place your order.
  • Due: October 14, 2016
  • ISBN 978-3-319-35416-3
  • Free shipping for individuals worldwide
Rent the ebook  
  • Rental duration: 1 or 6 month
  • low-cost access
  • online reader with highlighting and note-making option
  • can be used across all devices
About this book

The aim of the book is to give an accessible introduction of mathematical models and signal processing methods in speech and hearing sciences for senior undergraduate and beginning graduate students with basic knowledge of linear algebra, differential equations, numerical analysis, and probability. Speech and hearing sciences are fundamental to numerous technological advances of the digital world in the past decade, from music compression in MP3 to digital hearing aids, from network based voice enabled services to speech interaction with mobile phones. Mathematics and computation are intimately related to these leaps and bounds. On the other hand, speech and hearing are strongly interdisciplinary areas where dissimilar scientific and engineering publications and approaches often coexist and make it difficult for newcomers to enter.

Reviews

From the book reviews:

“The value of the book is enforced by the fact that each chapter is accompanied with specific sections: chapter summary, MATLAB programs, proposed exercises. It is intended for students at the level of senior undergraduate and beginning graduate ones.” (Dumitru Stanomir, zbMATH, Vol. 1293, 2014)

Table of contents (5 chapters)

  • Background Signal Processing, Statistical and Optimization Methods

    Xin, Jack (et al.)

    Pages 1-44

  • Speech Modeling

    Xin, Jack (et al.)

    Pages 45-66

  • Auditory Modeling

    Xin, Jack (et al.)

    Pages 67-113

  • Speech Recognition

    Xin, Jack (et al.)

    Pages 115-139

  • Blind Source Separation and Speech Enhancement

    Xin, Jack (et al.)

    Pages 141-188

Buy this book

eBook $84.99
price for USA (gross)
  • ISBN 978-3-319-03086-9
  • Digitally watermarked, DRM-free
  • Included format: PDF, EPUB
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
Hardcover $109.00
price for USA
  • ISBN 978-3-319-03085-2
  • Free shipping for individuals worldwide
  • Usually dispatched within 3 to 5 business days.
Softcover $109.00
price for USA
  • Customers within the U.S. and Canada please contact Customer Service at 1-800-777-4643, Latin America please contact us at +1-212-460-1500 (Weekdays 8:30am – 5:30pm ET) to place your order.
  • Due: October 14, 2016
  • ISBN 978-3-319-35416-3
  • Free shipping for individuals worldwide
Rent the ebook  
  • Rental duration: 1 or 6 month
  • low-cost access
  • online reader with highlighting and note-making option
  • can be used across all devices
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Bibliographic Information

Bibliographic Information
Book Title
Mathematical Modeling and Signal Processing in Speech and Hearing Sciences
Authors
Series Title
MS&A
Series Volume
10
Copyright
2014
Publisher
Springer International Publishing
Copyright Holder
Springer International Publishing Switzerland
eBook ISBN
978-3-319-03086-9
DOI
10.1007/978-3-319-03086-9
Hardcover ISBN
978-3-319-03085-2
Softcover ISBN
978-3-319-35416-3
Series ISSN
2037-5255
Edition Number
1
Number of Pages
XI, 208
Number of Illustrations and Tables
10 b/w illustrations
Topics