Music Composition by Using Fuzzy Logic
Conference paper
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Abstract
Computer music composition has been recently used by the many musicians and scientists on artificial intelligence. One of main problem here is how to evaluate synthesized music by a computer. In this paper an approach is developed for estimation of the generated melodies by using fuzzy logic and human expertise. This music quality estimation is modeled using a fuzzy ranking approach.
Keywords
Fuzzy logic Big data Computer music compositionReferences
- 1.Kaufmann, A., Gupta, M.M.: Introduction Fuzzy Arithmetic. Van Nostrand Reinhold, New York (1985)zbMATHGoogle Scholar
- 2.Pinkerton, R.C.: Information theory and melody. Sci. Am. 194(2), 77–87 (1956)CrossRefGoogle Scholar
- 3.Brooks, F.P., Hopkins, A., Neumann, P.G., Wright, W.V.: An experiment in musical composition. IRE Trans. Electron. Comput. 3, 175–182 (1957)CrossRefGoogle Scholar
- 4.Pachet, F., Roy, P., Barbieri, G.: Finite-length Markov processes with constraints. In: Twenty-Second International Joint Conference on Artificial Intelligence (2011)Google Scholar
- 5.Davismoon, S., Eccles, J.: Combining musical constraints with markov transition probabilities to improve the generation of creative musical structures. In: European Conference on the Applications of Evolutionary Computation, pp. 361–370. Springer (2010)Google Scholar
- 6.McVicar, M., Fukayama, S., Goto, M.: AutoLeadGuitar: automatic generation of guitar solo phrases in the tablature space. In: 2014 12th International Conference on Signal Processing (ICSP), pp. 599–604. IEEE (2014)Google Scholar
- 7.Papadopoulos, A., Roy, P., Pachet, F.: Avoiding plagiarism in Markov sequence generation. In: Twenty-Eighth AAAI Conference on Artificial Intelligence (2014)Google Scholar
- 8.Agres, K., Herremans, D., Bigo, L., Conklin, D.: Harmonic structure predicts the enjoyment of uplifting trance music. Front. Psychol. 7, 1999 (2017)CrossRefGoogle Scholar
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