Overview
- Comprehensively explains the fundamentals of filter banks and audio coding
- Provides Python examples for each principle so that completed audio coders are obtained in the language
- Includes a suite of classroom materials including exercises, experiments, and examples
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Table of contents (10 chapters)
Keywords
About this book
This textbook presents the fundamentals of audio coding, used to compress audio and music signals, using Python programs both as examples to illustrate the principles and for experiments for the reader. Together, these programs then form complete audio coders. The author starts with basic knowledge of digital signal processing (sampling, filtering) to give a thorough introduction to filter banks as used in audio coding, and their design methods. He then continues with the next core component, which are psycho-acoustic models. The author finally shows how to design and implement them. Lastly, the author goes on to describe components for more specialized coders, like the Integer-to-Integer MDCT filter bank, and predictive coding for lossless and low delay coding. Included are Python program examples for each section, which illustrate the principles and provide the tools for experiments.
- Comprehensively explains the fundamentals of filter banks and audio coding;
- Provides Python examples for each principle so that completed audio coders are obtained in the language;
- Includes a suite of classroom materials including exercises, experiments, and examples.
Authors and Affiliations
About the author
Bibliographic Information
Book Title: Filter Banks and Audio Coding
Book Subtitle: Compressing Audio Signals Using Python
Authors: Gerald Schuller
DOI: https://doi.org/10.1007/978-3-030-51249-1
Publisher: Springer Cham
eBook Packages: Physics and Astronomy, Physics and Astronomy (R0)
Copyright Information: Springer Nature Switzerland AG 2020
Hardcover ISBN: 978-3-030-51248-4Published: 24 September 2020
Softcover ISBN: 978-3-030-51251-4Published: 25 September 2021
eBook ISBN: 978-3-030-51249-1Published: 23 September 2020
Edition Number: 1
Number of Pages: XI, 197
Number of Illustrations: 23 b/w illustrations, 49 illustrations in colour
Topics: Signal, Image and Speech Processing, Engineering Acoustics, Acoustics, User Interfaces and Human Computer Interaction, Computer Appl. in Social and Behavioral Sciences