02312oam 2200457 450 991029971090332120190911112727.081-322-1677-610.1007/978-81-322-1677-3(OCoLC)877106990(MiFhGG)GVRL6YKN(EXLCZ)99371000000007535520131023d2014 uy 0engurun|---uuuuatxtccrDigital speech processing using Matlab /E.S. Gopi1st ed. 2014.New Delhi :Springer,2014.1 online resource (xvi, 182 pages) illustrations (some color)Signals and Communication Technology,1860-4862"ISSN: 1860-4862."Includes index.81-322-1676-8 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.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.Signals and communication technology.Pattern perceptionSpeech processing systemsPattern perception.Speech processing systems.006.454Gopi E. Sauthttp://id.loc.gov/vocabulary/relators/aut872839MiFhGGMiFhGGBOOK9910299710903321Digital Speech Processing Using Matlab1948584UNINA