Signal Processing Methods for Music Transcription
Language: English
Published by Springer US, Humana Okt 2010, 2010
- Softcover
- New
Seller: Wegmann1855, Zwiesel, GermanyWegmann1855
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Condition: New
£ 142.03
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Seller Inventory # 9781441940353
- Title
- Signal Processing Methods for Music Transcription
- Author
- Manuel Davy
- Publisher
- Springer US, Humana Okt 2010
- Publication year
- 2010
- Condition
- Neu
- Binding
- Taschenbuch
- Language
- English
- ISBN 10
- 1441940359
- ISBN 13
- 9781441940353
- Item weight
- 680 grams
- Dimensions
- 235x155x25 mm
This text is the first published survey of recent research in signal processing for music transcription, edited and authored by authorities in the field. It covers a range of topics, from the structure and decomposition of signals, to using computational modeling and neural networks for music transcription. The book targets a growing audience interested in MPEG-7 standardization. It serves as an ideal starting point for newcomers and an excellent reference source for people already working in the field. The text is enhanced by a common reference and index.
"Synopsis" may belong to another edition of this title.
From the Back Cover
Signal Processing Methods for Music Transcription is the first book dedicated to uniting research related to signal processing algorithms and models for various aspects of music transcription such as pitch analysis, rhythm analysis, percussion transcription, source separation, instrument recognition, and music structure analysis. Following a clearly structured pattern, each chapter provides a comprehensive review of the existing methods for a certain subtopic while covering the most important state-of-the-art methods in detail. The concrete algorithms and formulas are clearly defined and can be easily implemented and tested. A number of approaches are covered, including, for example, statistical methods, perceptually-motivated methods, and unsupervised learning methods. The text is enhanced by a common reference and index.
This book aims to serve as an ideal starting point for newcomers and an excellent reference source for people already working in the field. Researchers and graduate students in signal processing, computer science, acoustics and music will primarily benefit from this text. It could be used as a textbook for advanced courses in music signal processing. Since it only requires a basic knowledge of signal processing, it is accessible to undergraduate students.
"About the title" may belong to another edition of this title.
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