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Signal Processing Methods for Music Transcription

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Cover of 'Signal Processing Methods for Music Transcription'

Table of Contents

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    Book Overview
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    Chapter 1 Introduction to Music Transcription
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    Chapter 2 An Introduction to Statistical Signal Processing and Spectrum Estimation
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    Chapter 3 Sparse Adaptive Representations for Musical Signals
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    Chapter 4 Beat Tracking and Musical Metre Analysis
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    Chapter 5 Unpitched Percussion Transcription
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    Chapter 6 Automatic Classification of Pitched Musical Instrument Sounds
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    Chapter 7 Multiple Fundamental Frequency Estimation Based on Generative Models
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    Chapter 8 Auditory Model-Based Methods for Multiple Fundamental Frequency Estimation
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    Chapter 9 Unsupervised Learning Methods for Source Separation in Monaural Music Signals
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    Chapter 10 Auditory Scene Analysis in Music Signals
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    Chapter 11 Music Scene Description
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    Chapter 12 Singing Transcription
Attention for Chapter 3: Sparse Adaptive Representations for Musical Signals
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