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冯寅,周昌乐.算法作曲的研究进展.软件学报,2006,17(2):209-215 |
算法作曲的研究进展 |
Advances in Algorithmic Composition |
投稿时间:2005-07-03 修订日期:2005-08-15 |
DOI: |
中文关键词: 算法作曲 计算机音乐 人工智能 智能系统 计算机应用 |
英文关键词:algorithmic composition computer music artificial intelligence intelligence system computer application |
基金项目:Supported by the National Natural Science Foundation of China under Grant Nos.60275023, 60373080 (国家自然科学基金); the Natural Science Foundation of Fujian Province of China under Grant No.A0210005 (福建省自然科学基金); the Science and Research Start-Up Project for the Recruit Talent of Xiamen University of China under Grant No.E43014 (厦门大学引进人才科研启动费) |
作者 | 单位 | 冯寅 | 厦门大学,计算机科学系,人工智能研究所,福建,厦门,361005 | 周昌乐 | 厦门大学,计算机科学系,人工智能研究所,福建,厦门,361005 |
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全文下载次数: 5775 |
中文摘要: |
讨论了当今算法作曲这一研究领域中存在的一些主要问题.评述了这一领域所采用的一系列关键技术,包括Markov链、随机过程、基于音乐规则的知识库系统、音乐文法、人工神经网络技术以及遗传算法.得出的结论是,作曲系统可以朝着集多种方法为一体的混合型系统(hybrid system)的方向发展.系统应在音乐创作的各个层面上提供灵活的人机交互手段,以便提高系统的实用性和有效性. |
英文摘要: |
Some problems on Algorithmic Composition are discussed, and a survey for series of key techniques used in this approach is made, which include Markov chains, stochastic process, musical knowledge based system, musical grammar, artificial neural networks, and genetic algorithms. The conclusion is that the development of music composition system should involve a combination of the existing technologies, i.e. the Hybrid System development. In order to make the system become more practical and effective, there should be some flexible human intervenient ways for different level music composition in the system. |
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