Speech and Audio Processing
Speech and Audio Processing
With this comprehensive and accessible introduction to the field, you will gain all the skills and knowledge needed to work with current and future audio, speech, and hearing processing technologies. Topics covered include mobile telephony, human-computer interfacing through speech, medical applications of speech and hearing technology, electronic music, audio compression and reproduction, big data audio systems and the analysis of sounds in the environment. All of this is supported by numerous practical illustrations, exercises, and hands-on MATLAB® examples on topics as diverse as psychoacoustics (including some auditory illusions), voice changers, speech compression, signal analysis and visualisation, stereo processing, low-frequency ultrasonic scanning, and machine learning techniques for big data. With its pragmatic and application driven focus, and concise explanations, this is an essential resource for anyone who wants to rapidly gain a practical understanding of speech and audio processing and technology.
- The only book to provide a practical hands-on approach to speech and audio processing
- Includes numerous MATLAB® examples and homework exercises, with further material and solutions available online
- Written in a clear and accessible style, providing an ideal introduction to the field
Reviews & endorsements
'Professor Ian Vince McLoughlin, a researcher and an educator, has produced a comprehensive and a complete book on speech and audio signal processing that includes many examples and exercises. This is an authoritative book that covers both basic principles and a wealth of advanced and emerging topics … The concepts are clearly explained and the chapters are organized well with introductions that lead to deeper analysis of topics covered in those chapters.' Benjamin Premkumar, University of Malaya, Malaysia
'Professor McLoughlin has condensed the very broad research and subject area of speech and audio processing into a highly readable book - it provides new students to the field with a very quick and practical overview of the subject.' Chng Eng Siong, Nanyang Technological University, Singapore
Product details
No date availableAdobe eBook Reader
9781316560235
0 pages
0kg
126 b/w illus. 16 tables 108 exercises
Table of Contents
- 1. Introduction
- 2. Basic audio processing
- 3. Speech
- 4. The human auditory system
- 5. Psychoacoustics
- 6. Speech communications
- 7. Audio analysis
- 8. Big data
- 9. Speech recognition
- 10. Advanced topics
- 11. Conclusion.
