Fundamentals of Music Processing: Audio, Analysis, Algorithms, Applications (Hardcover)
暫譯: 音樂處理基礎:音頻、分析、演算法、應用 (精裝版)
Meinard Müller
- 出版商: Springer
- 出版日期: 2015-08-04
- 定價: $2,800
- 售價: 8.0 折 $2,240
- 語言: 英文
- 頁數: 487
- 裝訂: Hardcover
- ISBN: 3319219448
- ISBN-13: 9783319219448
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相關分類:
Algorithms-data-structures
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其他版本:
Fundamentals of Music Processing: Audio, Analysis, Algorithms, Applications (paperback)
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相關主題
商品描述
This textbook provides both profound technological knowledge and a comprehensive treatment of essential topics in music processing and music information retrieval. Including numerous examples, figures, and exercises, this book is suited for students, lecturers, and researchers working in audio engineering, computer science, multimedia, and musicology.
The book consists of eight chapters. The first two cover foundations of music representations and the Fourier transform―concepts that are then used throughout the book. In the subsequent chapters, concrete music processing tasks serve as a starting point. Each of these chapters is organized in a similar fashion and starts with a general description of the music processing scenario at hand before integrating it into a wider context. It then discusses―in a mathematically rigorous way―important techniques and algorithms that are generally applicable to a wide range of analysis, classification, and retrieval problems. At the same time, the techniques are directly applied to a specific music processing task. By mixing theory and practice, the book’s goal is to offer detailed technological insights as well as a deep understanding of music processing applications. Each chapter ends with a section that includes links to the research literature, suggestions for further reading, a list of references, and exercises. The chapters are organized in a modular fashion, thus offering lecturers and readers many ways to choose, rearrange or supplement the material. Accordingly, selected chapters or individual sections can easily be integrated into courses on general multimedia, information science, signal processing, music informatics, or the digital humanities.
商品描述(中文翻譯)
這本教科書提供了深厚的技術知識以及音樂處理和音樂資訊檢索的基本主題的全面探討。書中包含了大量的範例、圖示和練習,適合從事音頻工程、計算機科學、多媒體和音樂學的學生、講師和研究人員。
本書共分為八個章節。前兩章涵蓋音樂表示的基礎和傅立葉變換(Fourier transform)——這些概念在整本書中都會被使用。在隨後的章節中,具體的音樂處理任務作為起點。每個章節的組織方式相似,首先對當前的音樂處理場景進行一般性描述,然後將其整合到更廣泛的背景中。接著以數學嚴謹的方式討論重要的技術和算法,這些技術和算法通常適用於各種分析、分類和檢索問題。同時,這些技術也會直接應用於特定的音樂處理任務。通過理論與實踐的結合,本書的目標是提供詳細的技術見解以及對音樂處理應用的深入理解。每個章節結尾都有一個部分,包括研究文獻的鏈接、進一步閱讀的建議、參考文獻列表和練習題。章節以模組化的方式組織,為講師和讀者提供了多種選擇、重新排列或補充材料的方式。因此,選定的章節或個別部分可以輕鬆地整合到一般多媒體、資訊科學、信號處理、音樂資訊學或數位人文學的課程中。