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題名 Computer Music Composition Based on Discovered Music PatternsComputer Music Composition Based on Discovered Music Patterns
作者 邱士銓;沈錳坤
Chiu, Shih-Chuan ; Shan, Man-Kwan
日期 2006
上傳時間 9-Jan-2009 16:31:47 (UTC+8)
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.
關聯 IEEE International Conference on Systems and Cybernetics
資料類型 conference
DOI http://dx.doi.org/10.1109/ICSMC.2006.384827
dc.creator (作者) 邱士銓;沈錳坤zh_TW
dc.creator (作者) Chiu, Shih-Chuan ; Shan, Man-Kwan-
dc.date (日期) 2006en_US
dc.date.accessioned 9-Jan-2009 16:31:47 (UTC+8)-
dc.date.available 9-Jan-2009 16:31:47 (UTC+8)-
dc.date.issued (上傳時間) 9-Jan-2009 16:31:47 (UTC+8)-
dc.identifier.uri (URI) https://nccur.lib.nccu.edu.tw/handle/140.119/23633-
dc.description.abstract (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.-
dc.format application/en_US
dc.language enen_US
dc.language en-USen_US
dc.language.iso en_US-
dc.relation (關聯) IEEE International Conference on Systems and Cyberneticsen_US
dc.title (題名) Computer Music Composition Based on Discovered Music PatternsComputer Music Composition Based on Discovered Music Patternsen_US
dc.type (資料類型) conferenceen
dc.identifier.doi (DOI) 10.1109/ICSMC.2006.384827en_US
dc.doi.uri (DOI) http://dx.doi.org/10.1109/ICSMC.2006.384827en_US