Introduction to Audio Analysis: A MATLAB Approach (Hardcover)
暫譯: 音頻分析導論:MATLAB 方法 (精裝版)
Theodoros Giannakopoulos, Aggelos Pikrakis
- 出版商: Academic Press
- 出版日期: 2014-04-07
- 售價: $3,540
- 貴賓價: 9.5 折 $3,363
- 語言: 英文
- 頁數: 288
- 裝訂: Hardcover
- ISBN: 0080993885
- ISBN-13: 9780080993881
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相關分類:
Matlab
海外代購書籍(需單獨結帳)
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商品描述
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
商品描述(中文翻譯)
《音頻分析導論》作為音頻分析的獨立入門書籍,提供了許多最先進技術的理論背景。它涵蓋了開發音頻工程應用所需的基本理論,同時也使用編程技術,特別是 MATLAB®,以更應用的方式探討該主題。基本理論和可重現的實驗相結合,從實踐的角度展示理論概念,並為音頻分析領域提供堅實的基礎。
本書詳細討論了音頻特徵提取、音頻分類、音頻分段和音樂信息檢索,並包含有關基本音頻處理和頻域表示及過濾的材料。在整個文本中,可重現的 MATLAB® 範例伴隨著理論描述,說明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® 代碼與基本理論的結合使讀者能夠深入音頻信號的世界,並在各個領域開發實際的音頻應用。
- 實用的信號處理方法:本書是第一本從信號處理的角度專注於音頻分析的書籍,展示了理論概念與實際實施的結合。
- 橋接理論與實踐的鴻溝:作者展示了如何將方程應用於現實代碼範例和資源,讓您具備開發實際應用的技術技能。
- MATLAB 代碼庫:本書附有一個文檔齊全的 MATLAB 函數庫和可重現的實驗。