Christopher Raphael

Christopher Raphael

Adjunct Professor, Cognitive Science

Professor, Informatics

Adjunct Professor, Music Theory

Adjunct Professor, Statistics

Education

Representative publications

A Bayesian Network for Real-Time Musical Accompaniment (2001)
Raphael Christopher
14

A Classifier-Based Approach to Score-Guided Source Separation of Musical Audio (2008)
Christopher Raphael
Computer Music Journal, 32 (1), 51-59

A Grammatical Approach to Mine Detection (1997)
Christopher Raphael and Stuart Geman
Proceedings of SPIE, 3079 316--332

A Graphical Model for Recognizing Sung Melodies (2005)
Christopher Raphael

A Hybrid Graphical Model for Aligning Polyphonic Audio with Musical Scores (2004)
Christopher Raphael

A Hybrid Graphical Model for Rhythmic Parsing (2002)
Christopher Raphael
Artificial Intelligence, 137 (1-2), 217-238

A Mixed Graphical Model for Rhythmic Parsing (2001)
Christopher Raphael
Morgan Kaufmann. 462-471

A Probabilistic Expert System for Automatic Musical Accompaniment (2001)
Christopher Raphael
Journal of Computational and Graphical Statistics, 10 (3), 487-512

Aligning Music Audio with Symbolic Scores Using a Hybrid Graphical Model Machine Learning (2006)
Raphael Christopher
Machine Learning, 65 (2-3), 389-409

Analysis of Phosphorus Magnetic Resonance Spectra with Hidden Markov Models (1994)
Christopher Raphael
Journal of Magnetic Resonance, Series B, 104 (3), 256

Automated Rhythm Transcription (2001)
Christopher Raphael
99-107

Automatic Segmentation of Acoustic Musical Signals Using Hidden Markov Models (1999)
Christopher Raphael
Pattern Analysis and Machine Intelligence, IEEE Transactions on PAMI, 21 (4), 360-370

Automatic Transcription of Piano Music (2002)
Raphael Christopher

Bayesian Networks with Degenerate Gaussian Distributions, Methodology and Computing (2003)
Christopher Raphael
Applied Probability, 5 (2), 235-263

Can the Computer Learn to Play Music Expressively? (2001)
Christopher Raphael
Elsevier Science Serials. 113-120