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    政大機構典藏 > 資訊學院 > 資訊科學系 > 會議論文 >  Item 140.119/23633


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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: 2009-01-09 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 連結: http://dx.doi.org/10.1109/ICSMC.2006.384827
    DOI: 10.1109/ICSMC.2006.384827
    顯示於類別:[資訊科學系] 會議論文

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