Digital Speech Processing Using Matlab
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Beschreibung
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.
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.
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 Includes supplementary material: sn.pub/extras
Autor*in
E. S. Gopi
Themen in »Digital Speech Processing Using Matlab«
DSP Using Matlab Digital Speech Processing Hidden Markov Model Speech Compression Speech Pattern Recognition Speech Processing Speech Synthesis