標題: Computer music composition based on discovered music patterns
作者: Chiu, Shih-Chuan
Shan, Man-Kwan
資訊工程學系
Department of Computer Science
公開日期: 2006
摘要: Computer music composition has been the dream of the computer music researcher. In this paper, we investigated the approach to discover the rules of music composition from given music objects, and automatically generate a new music object style similar to the given music objects. The proposed approach utilizes the data mining techniques to discover the rules of music composition characterized by the music properties, music structure, melody style and motif. A new music object is generated based on the discovered rules. To measure the effectiveness of proposed computer music composition approach, we adopted the method similar to the Turing test to test the discrimination between machine-generated and human-composed music. Experimental results showed that it is hard to discriminate. Another experiment showed that the style of generated music is similar to the given music objects.
URI: http://hdl.handle.net/11536/17243
http://dx.doi.org/10.1109/ICSMC.2006.384827
ISBN: 978-1-4244-0099-7
ISSN: 1062-922X
DOI: 10.1109/ICSMC.2006.384827
期刊: 2006 IEEE INTERNATIONAL CONFERENCE ON SYSTEMS, MAN, AND CYBERNETICS, VOLS 1-6, PROCEEDINGS
起始頁: 4401
結束頁: 4406
Appears in Collections:Conferences Paper


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