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Digital Speech Processing Using MATLAB

AUTHOR Gopi, E. S.
PUBLISHER Springer (12/18/2013)
PRODUCT TYPE Hardcover (Hardcover)

Description
Pattern Recognition for Speech Detection.- Speech Production Model.- Feature Extraction of the Speech Signal.- Speech Compression.- Appendix A: Constrained Optimization using Lagrangian Techniques.- Appendix B: Expectation-Maximization Algorithm.- Appendix C: Diagonalization of the Matrix.- Appendix D: Condition Number.- Appendix E: Spectral Flatness.- Appendix F: Functional Blocks of the Vocal Tract and the Ear.

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Product Format
Product Details
ISBN-13: 9788132216766
ISBN-10: 8132216768
Binding: Hardback or Cased Book (Sewn)
Content Language: English
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Page Count: 182
Carton Quantity: 34
Product Dimensions: 6.40 x 0.80 x 9.30 inches
Weight: 1.00 pound(s)
Feature Codes: Illustrated
Country of Origin: NL
Subject Information
BISAC Categories
Technology & Engineering | Electronics - General
Technology & Engineering | Artificial Intelligence - Computer Vision & Pattern Recognit
Technology & Engineering | Engineering (General)
Dewey Decimal: 006.4
Descriptions, Reviews, Etc.
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Digital Speech Processing Using Matlab deals with digital speech pattern recognition, speech production model, speech feature extraction, and speech compression. The book is written in a manner that is suitable for beginners pursuing basic research in digital speech processing. Matlab illustrations are provided for most topics to enable better understanding of concepts. This book also deals with the basic pattern recognition techniques (illustrated with speech signals using Matlab) such as PCA, LDA, ICA, SVM, HMM, GMM, BPN, and KSOM.

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publisher marketing
Pattern Recognition for Speech Detection.- Speech Production Model.- Feature Extraction of the Speech Signal.- Speech Compression.- Appendix A: Constrained Optimization using Lagrangian Techniques.- Appendix B: Expectation-Maximization Algorithm.- Appendix C: Diagonalization of the Matrix.- Appendix D: Condition Number.- Appendix E: Spectral Flatness.- Appendix F: Functional Blocks of the Vocal Tract and the Ear.

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Author: Gopi, E. S.
Dr. E.S. Gopi: 7 Years of Professional experience in academia.

Lecturer since April 2005 a" National Institute of Technology, Tiruchi-15 (Formerly called as Regional Engineering College, Government of India).

Senior Lecturer: 2001 a "April 2005 Sri Venkateswara College of Engineering, Chennai

1999-2001- Sri Muthukumuran Institute of Technology, Chennai

1998-1999 - Raja Rajeswari Engineering College

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List Price $109.99
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Hardcover