Introduction to Audio Analysis : A MATLAB® Approach

Giannakopoulos, Theodoros/ Pikrakis, Aggelos

Academic Press Inc.(London) Ltd（2014/02発売）

• 製本 Hardcover:ハードカバー版／ページ数 288 p.
• 言語 ENG
• 商品コード 9780080993881
• DDC分類 621.3828

Full Description

Introduction to Audio Analysis serves as a standalone introduction to audio analysis, providing theoretical background to many state-of-the-art techniques. It covers the essential theory necessary to develop audio engineering applications, but also uses programming techniques, notably MATLAB®, to take a more applied approach to the topic. Basic theory and reproducible experiments are combined to demonstrate theoretical concepts from a practical point of view and provide a solid foundation in the field of audio analysis.

Audio feature extraction, audio classification, audio segmentation, and music information retrieval are all addressed in detail, along with material on basic audio processing and frequency domain representations and filtering. Throughout the text, reproducible MATLAB® examples are accompanied by theoretical descriptions, illustrating how concepts and equations can be applied to the development of audio analysis systems and components. A blend of reproducible MATLAB® code and essential theory provides enable the reader to delve into the world of audio signals and develop real-world audio applications in various domains.

Contents

Introduction
Getting Familiar with Audio Signals
Frequency Domain Representations and Filtering
Audio Features
Audio Classification
Audio Segmentation
Audio Alignment and Temporal Modelling
Music Information Retrieval

Appendix A: The Matlab Audio Analysis Library

Appendix B: Audio-related Libraries and Software

Appendix C: Audio Datasets