Papers

My Recent Papers

K. Lim, C. Raphael InTune: A System to Support an Instrumentalist's Visualization of Intonation Computer Music Journal, In Press 2010.

C. Raphael Music Plus One and Machine Learning Machine Learning, Proceedings of the Twenty-Seventh International Conference (ICML 2010.

C. Raphael, Representation and Synthesis of Melodic Expression Proceedings of IJCAI09, Pasadena, CA 1475-1480, 2009.

C. Raphael, E. Nichols Linear Dynamic Programming and the Training of Sequence Estimators Operations Research nd Cyber-Infrastructure, vol. 47, 219-231, 2009.

Y. Gu, C. Raphael, Orchestral Accompaniment for a Reproducing Piano Proceedings of the ICMC09, Montreal, Canada 501-504, 2009.

C. Raphael, Y. Han A Classifier-Based Approach to Score-Guided Music Audio Source Separation Computer Music Journal, 32:1, 51-59, 2008.

G. Teodoru and C. Raphael Pitch Spelling with Conditionally Independent Voices ISMIR 2007

C. Raphael Aligning Music Audio with Symbolic Scores Using a Hybrid Graphical Model Machine Learning 2006

C. Raphael A Graphical Model for Recognizing Sung Melodies ISMIR 2005

C. Raphael A Hybrid Graphical Model for Aligning Polyphonic Audio with Musical Scores ISMIR 2004

C. Raphael Musical Accompaniment Systems Chance Magazine vol 17:4, 17-22, 2004.

C. Raphael and J. Stoddard Harmonic Analysis with Probabilistic Graphical Models (ISMIR 2003) Computer Music Journal vol 28:3, 45--52, 2004.

C. Raphael Bayesian Networks with Degenerate Gaussian Distributions, Methodology and Computing in Applied Probability, vol. 5, no. 2, p.235-263, 2003.

C. Raphael Orchestral Musical Accompaniment from Synthesized Audio ICMC 2003.

C. Raphael Orchestra in a Box: A System for Real-Time Musical Accompaniment IJCAI 2003.

C. Raphael Automatic Transcription of Piano Music ISMIR, 2002.

C. Raphael MAP Estimation in Switching State-Space Models

C. Raphael A Bayesian Network for Real-Time Musical Accompaniment, Neural Information Processing Systems (NIPS) 14, 2001

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

C. Raphael MAP Estimation of Unobserved Variables in Conditional Gaussian Distributions Under Review

C. Raphael Coarse-to-Fine Dynamic Programming IEEE Trans. on PAMI vol. 23, no. 12, 1379--1390, 2001. pdf ps

C. Raphael A Probabilistic Expert System for Automatic Musical Accompaniment Jour. of Comp. and Graph. Stats. vol. 10 no. 3, 487--512, 2001. pdf ps

C. Raphael Music Plus One: A System for Flexible and Expressive Musical Accompaniment Proceed. of the Int. Computer Music Conf. Havana, Cuba, 2001. pdf ps

C. Raphael A Mixed Graphical Model for Rhythmic Parsing Proceed. of 17th Conf. on Uncertainty in Artif. Int.462--471, Morgan Kaufmann, 2001. pdf ps

C. Raphael Synthesizing Musical Accompaniments with Bayesian Belief Networks Journal of New Music Research, vol. 30, no. 1, 59--67, 2001. pdf ps

C. Raphael Can the Computer Learn to Play Music Expressively? Proc. of Eighth Int. Workshop on Artif. Intel. and Stats., 113--120, Morgan Kauffman, 2001.

C. Raphael Automated Rhythm Transcription Proc. of the 2nd Ann. Int. Symp. on Music Info. Retrieval., 99--107, Stephen Downie and David Bainbridge eds, 2001.

Z. Lu, R. Schwartz, C. Raphael Script-Independent, HMM-based Text Line Finding for OCR Proc. Int. Conf. on Pattern Recog., vol. IV: 551-554, 2000.

C. Raphael Automatic Segmentation of Acoustic Musical Signals Using Hidden Markov Models IEEE Trans. on PAMI vol. 21, no. 4, 360--370, 1999. pdf ps

R. Schwartz, C. LePre, J. Makhoul, C. Raphael Language-independent OCR Using a Continuous Speech Recognition System Proc. Int. Conf. on Pattern Recog., Vienna, 842-845, 1997.

C. Raphael, S. Geman A Grammatical Approach to Mine Detection Proceedings of SPIE vol. 3079, 316--332, 1997

C. Raphael Analysis of Magnetic Resonance Phosphorus Spectra with Hidden Markov Models Journal of Magnetic Resonance, Series B, 104, 256--265, 1994.

C. Raphael Radiation Therapy Treatment Planning: An L2 Approach Physics of Medicine and Biology, vol. 52, 251--277, 1992.

C. Raphael Mathematical Modeling of Objectives in Radiation Therapy Treatment Planning Applied Mathematics and Computation, vol. 37, no. 6, 1293--1311, 1992.