Signal Processing Methods for Music Transcription

Part I.Foundations

1. Introduction to Music Transcription
Anssi Klapuri

2. An Introduction to Statistical Signal Processing and Spectrum Estimation
Manuel Davy

3. Sparse Adaptive Representations for Musical Signals
Laurent Daudet, Bruno Torrésani

Part II.Rhythm and Timbre Analysis

4. Beat Tracking and Musical Metre Analysis
Stephen Hainsworth

5. Unpitched Percussion Transcription
Derry FitzGerald, Jouni Paulus

6. Automatic Classification of Pitched Musical Instrument Sounds
Perfecto Herrera-Boyer, Anssi Klapuri, Manuel Davy

Part III.Multiple Fundamental Frequency Analysis

7. Multiple Fundamental Frequency Estimation Based on Generative Models
Manuel Davy

8. Auditory Model-Based Methods for Multiple Fundamental Frequency Estimation
Anssi Klapuri

9. Unsupervised Learning Methods for Source Separation in Monaural Music Signals
Tuomas Virtanen

Part IV.Entire Systems, Acoustic and Musicological Modelling

10. Auditory Scene Analysis in Music Signals
Kunio Kashino

11. Music Scene Description
Masataka Goto

12. Singing Transcription
Matti Ryynänen

DRM-restrictions

Printing: not available
Clipboard copying: not available

Avainsanat: TECHNOLOGY & ENGINEERING / General TEC000000