Fundamentals of music processing [electronic resource] : audio, analysis, algorithms, applications / Meinard Müller.
2015
TK7882.P3 M85 2015eb
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Title
Fundamentals of music processing [electronic resource] : audio, analysis, algorithms, applications / Meinard Müller.
Author
Müller, Meinard, author.
ISBN
9783319219455 (electronic book)
3319219456 (electronic book)
3319219448
9783319219448
3319219456 (electronic book)
3319219448
9783319219448
Published
Switzerland : Springer, 2015.
Language
English
Description
1 online resource (xxvii, 487 pages) : illustrations
Item Number
10.1007/978-3-319-21945-5 doi
Call Number
TK7882.P3 M85 2015eb
Dewey Decimal Classification
006.4
Summary
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.
Note
Includes index.
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Access limited to authorized users.
Digital File Characteristics
text file PDF
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Description based on print version record.
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Fundamentals of music processing.
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Table of Contents
1. Music Representations
2. Fourier Analysis of Signals
3. Music Synchronization
4. Music Structure Analysis
5. Chord Recognition
6. Tempo and Beat Tracking
7. Content-Based Audio Retrieval
8. Musically Informed Audio Decomposition.
2. Fourier Analysis of Signals
3. Music Synchronization
4. Music Structure Analysis
5. Chord Recognition
6. Tempo and Beat Tracking
7. Content-Based Audio Retrieval
8. Musically Informed Audio Decomposition.