A Bayesian network for real-time musical accompaniment

Advances in Neural Information Processing Systems

Volumn , Issue , 2002, Pages

  Raphael, Christopher ^a  

^a UNIVERSITY OF MASSACHUSETTS   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

HIDDEN MARKOV MODELS;

ACOUSTIC SIGNALS; HIDDEN VARIABLE; JOINT DISTRIBUTIONS; MUSICAL SCORE; REAL TIME ANALYSIS;

BAYESIAN NETWORKS;

EID: 84898978589     PISSN: 10495258     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (9)

1. Raphael C. (1999), "Automatic Segmentation of Acoustic Musical Signals Using Hidden Markov Models, " IEEE Transactions on Pattern Analysis and Machine Intelligence, Vol. 21, No. 4, pp. 360-370.
2. Raphael C. (2001), "A Probabilistic Expert System for Automatic Musical Accompaniment, " Journal of Computational and Graphical Statistics, vol. 10 no. 3, 487-512.
3. Raphael C. (2001), "Can the Computer Learn to Play Expressively?" Proceedings of Eighth International Workshop on Artificial Intelligence and Statistics, 113-120, Morgan Kauffman.
4. Raphael C. (2001), "Synthesizing Musical Accompaniments with Bayesian Belief Networks, " Journal of New Music Research, vol. 30, no. 1, 59-67.
5. Spiegelhalter D., Dawid A. P., Lauritzen S., Cowell R. (1993), "Bayesian Analysis in Expert Systems, " Statistical Science, Vol. 8, No. 3, pp. 219-283.
6. Cowell R., Dawid A. P., Lauritzen S., Spiegelhalter D. (1999), "Probabilistic Networks and Expert Systems, " Springer, New York.
7. Lauritzen S. L. (1995), "The EM Algorithm for Graphical Association Models with Missing Data, " Computational Statistics and Data Analysis, Vol. 19, pp. 191-201.
8. Lauritzen S. L. (1992), "Propagation of Probabilities, Means, and Variances in Mixed Graphical Association Models, " Journal of the American Statistical Association, Vol. 87, No. 420, (Theory and Methods), pp. 1098-1108.
9. Lauritzen S. L. and F. Jensen (1999), "Stable Local Computation with Conditional Gaussian Distributions, " Technical Report R-99-2014, Department of Mathematic Sciences, Aalborg University.