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MORE ABOUT THIS BOOK
Main description:
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.
Feature:
Useful to beginners doing research in speech processing
Explains basic concepts of speech processing using Matlab illustrations
Helps the reader to understand the concepts better
Uses Matlab illustrations throughout to demonstrate speech processing techniques such as Mel frequency cepstral coefficients, hidden Markov model, and artificial neural network
Back cover:
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.
Contents:
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.
PRODUCT DETAILS
Publisher: Springer (Springer India)
Publication date: December, 2013
Pages: 200
Weight: 467g
Availability: Not available (reason unspecified)
Subcategories: Biomedical Engineering
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