Introduction to Audio Analysis: A MATLAB Approach (Hardcover)

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.

• Practical approach to signal processing: The first book to focus on audio analysis from a signal processing perspective, demonstrating practical implementation alongside theoretical concepts
• Bridge the gap between theory and practice: The authors demonstrate how to apply equations to real-life code examples and resources, giving you the technical skills to develop real-world applications
• Library of MATLAB code: The book is accompanied by a well-documented library of MATLAB functions and reproducible experiments

《音頻分析入門》是一本獨立的音頻分析入門書籍，提供了許多最新技術的理論背景。它涵蓋了開發音頻工程應用所需的基本理論，同時還使用了編程技術，特別是MATLAB®，以更實用的方式來探討這個主題。基本理論和可重現的實驗結合在一起，從實際角度演示了理論概念，為音頻分析領域提供了堅實的基礎。

該書詳細介紹了音頻特徵提取、音頻分類、音頻分割和音樂信息檢索，以及基本音頻處理、頻域表示和濾波等內容。在整本書中，可重現的MATLAB®示例配有理論描述，演示了如何將概念和方程應用於音頻分析系統和組件的開發。可重現的MATLAB®代碼和基本理論的結合，使讀者能夠深入研究音頻信號並在各個領域開發真實世界的音頻應用。

該書是從信號處理的角度專注於音頻分析的第一本書籍，展示了實際實施與理論概念並重的方法。作者演示了如何將方程應用於實際代碼示例和資源，使您具備開發真實應用的技術能力。

該書附帶了一個有詳細文檔的MATLAB函數庫和可重現的實驗。