On the Use of an Effective Boltzmann Machine for Musical Style Recognition and Harmonisation

International Computer Music Conference, ICMC Proceedings

Volumn , Issue , 1996, Pages 461-464

  Bellgard, Matthew I ^a   Tsang, Chi Ping ^b  

^a MURDOCH UNIVERSITY   (Australia)

^b UNIVERSITY OF WESTERN AUSTRALIA   (Australia)

Author keywords

[No Author keywords available]

Indexed keywords

BOLTZMANN MACHINES; GRAPHICAL INTERFACE; HARMONISATION; INTERACTIVE SYSTEM; LOCAL CONTEXTS; MUSICAL STYLE RECOGNITION; PC-BASED; POLYPHONIC MUSIC; PROPERTY; TRAINING SETS;

MUSIC;

EID: 0345948169     PISSN: 22233881     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (10)

1. Ackley, D. H., Hinton, G. E. and Sejnowski, T. J. (1985) "A Learning Algorithm for Boltzmann Machines", Cognitive Science, 9, pp. 147-169.
2. Aarts E and Korst, J. (1988) Simulated Annealing and Boltzmann Machines, John Wiley & Sons, New York.
3. Bellgard, M. I. and Tsang, C. P. (1992) "Harmonizing Music Using a Network of Boltzmann Machines", in Proceedings of Fifth International Conference of Artificial Neural Networks and their Application (Neuro-Nimes^92), EC2, pp. 321-332.
4. Bellgard, M. I. and Tsang, C. P. (1994) "Harmonising Music The Boltzmann Way", Connection Science, Vol. 6, Nos 2 & 3, pp. 281-297, 1994.
5. Bellgard, M. I. & Tsang, C. P. (1995), "Using an Effective Boltzmann Machine to Learn Context Dependencies of a Sequence", in the Proceedings ofthe J 995 IEEE International Conference on Neural Networks (ICNN'95), Perth, WA, Vol. 5, pp.2841-2846.
6. Dorffel, A. 1950. CHORALBUCH C. F. Peters Corporation, New York.
7. Ebcioglu, K. 1988. "An Expert System for Harmonizing Four-part Chorals", Computer Music Journal, V.12, No.3, pp.43-51.
8. Elman, J. L., (1990), "Finding Structure in Time", Cognitive Science, 14, pp. 179-211.
9. Tsang, C.P., and Bellgard, M.I. 1990. "Sequence Generation Using a Network of Boltzmann Machines", Proceedings of the 4th Australian Joint Conference on Artificial Intelligence (AI '90), Tsang, C.P. (Ed), World Scientific, pp. 224-233.
10. Wonderlich, E., (1948) Chorale Collection, 3rd edition, New York, Appleton.