Signal Processing Methods for Music Transcription by Anssi KlapuriSignal Processing Methods for Music Transcription by Anssi Klapuri

Signal Processing Methods for Music Transcription

EditorAnssi Klapuri, Manuel Davy

Hardcover | May 9, 2006

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This book serves 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.
Title:Signal Processing Methods for Music TranscriptionFormat:HardcoverDimensions:452 pagesPublished:May 9, 2006Publisher:Springer USLanguage:English

The following ISBNs are associated with this title:

ISBN - 10:0387306676

ISBN - 13:9780387306674

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Table of Contents

Part 1 Foundations: Introduction to Music Transcription.- An Introduction to Statistical Signal Processing and Spectrum Estimation.- Sparse Adaptive Representations for Musical Signals.- Part II Rhythm and Timbre Analysis: Beat Tracking and Musical Metre Analysis.- Unpitched Percussion Transcription.- Automatic Classification of Pitched Musical Instrument Sounds.- Part III Multiple Fundamental Frequency Analysis: Multiple F0 Frequency Estimation Based on Generative Models.- Auditory-Model Based Methods for Multiple Fundamental Frequency Estimation.- Unsupervised Learning Methods for Source Separation.- Part IV Entire Systems, Acoustic and Musicological Modeling: Auditory Scene Analysis in Music Signals.- Music Scene Description.- Singing Transcription.- References.- Index.