书目名称 | Signal Processing Methods for Music Transcription | 编辑 | Anssi Klapuri,Manuel Davy | 视频video | | 概述 | The first book uniting state-of-the-art research in signal processing for music transcription.Covers a range of topics and approaches discussed by international experts in the field.Contributes to the | 图书封面 |  | 描述 | .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.. | 出版日期 | Book 2006 | 关键词 | Acoustics; algorithms; classification; cognition; learning; modeling; signal processing | 版次 | 1 | doi | https://doi.org/10.1007/0-387-32845-9 | isbn_softcover | 978-1-4419-4035-3 | isbn_ebook | 978-0-387-32845-4 | copyright | Springer-Verlag US 2006 |
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