Digital Speech Processing Using Matlab
![采用MATLAB进行数字语音处理(英文版)]()
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.
Table of contents :
Front Matter....Pages i-xvi
Pattern Recognition for Speech Detection....Pages 1-72
Speech Production Model....Pages 73-92
Feature Extraction of the Speech Signal....Pages 93-134
Speech Compression....Pages 135-150
Back Matter....Pages 151-182 |