Authors:
- 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
Part of the book series: Signals and Communication Technology (SCT)
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Table of contents (4 chapters)
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Front Matter
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Back Matter
About this book
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.
Authors and Affiliations
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Electronics & Communication Engineering, National Institute of Technology, Trichy, Trichy, India
E. S. Gopi
About the author
E.S. Gopi has authored four books, of which three have been published by Springer. He has also contributed 3 book chapters to books published by Springer. He has several papers in international journals and conferences to his credit. He has 15 years of teaching and research experience. He is currently Assistant Professor, Department of Electronics and Communication Engineering, National Institute of Technology, Trichy, India. He has 69 citations with h-index 4 (based on Google Scholar). His books are widely used all over the world. His research interests include pattern recognition, digital signal processing and biologically inspired algorithms. The India International Friendship Society (IIFS) has awarded him the “Shiksha Rattan Puraskar Award” for his meritorious services in the field of education. The award was presented by Dr. Bhishma Narain Singh, former Governor, Assam and Tamil Nadu, India. He is also awarded with the "Glory of India Gold Medal" by International Institute ofSuccess Awareness. This award was presented by Shri Syed Sibtey Razi, former Governor of Jharkhand, India. He was also awarded with "Best Citizens of India 2013" by The International Publishing House.
Bibliographic Information
Book Title: Digital Speech Processing Using Matlab
Authors: E. S. Gopi
Series Title: Signals and Communication Technology
DOI: https://doi.org/10.1007/978-81-322-1677-3
Publisher: Springer New Delhi
eBook Packages: Engineering, Engineering (R0)
Copyright Information: Springer India 2014
Hardcover ISBN: 978-81-322-1676-6Published: 18 December 2013
Softcover ISBN: 978-81-322-2897-4Published: 27 August 2016
eBook ISBN: 978-81-322-1677-3Published: 03 December 2013
Series ISSN: 1860-4862
Series E-ISSN: 1860-4870
Edition Number: 1
Number of Pages: XVI, 182
Number of Illustrations: 103 b/w illustrations
Topics: Signal, Image and Speech Processing, Pattern Recognition, Biomedical Engineering and Bioengineering
Industry Sectors: Aerospace, Electronics, Engineering, IT & Software, Telecommunications