Computer Models of Musical Creativity 在线电子书 pdf 下载 txt下载 epub 下载 mobi 下载 2024


Computer Models of Musical Creativity

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David Cope 作者
The MIT Press
译者
2005-12-23 出版日期
456 页数
USD 48.00 价格
Hardcover
丛书系列
9780262033381 图书编码

Computer Models of Musical Creativity 在线电子书 图书标签: music  AI  计算机  数学  人工智能  musicology  generative  creativity   


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Computer Models of Musical Creativity 在线电子书 epub 下载 mobi 下载 pdf 下载 txt 下载 2024

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Computer Models of Musical Creativity 在线电子书 pdf 下载 txt下载 epub 下载 mobi 下载 2024



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In this original and provocative study of computational creativity in music, David Cope asks whether computer programs can effectively model creativity -- and whether computer programs themselves can create. Defining musical creativity, and distinguishing it from creativity in other arts, Cope presents a series of experimental models that illustrate salient features of musical creativity. He makes the case that musical creativity results from a process that he calls inductive association, and he contends that such a computational process can in fact produce music creatively. Drawing on the work of many other scholars and musicians -- including Douglas Hofstadter, Margaret Boden, Selmer Bringsjord, and Kathleen Lennon -- Cope departs from the views expressed by most with his contentions that computer programs can create and that those who do not believe this have probably defined creativity so narrowly that even humans could not be said to create.After examining the foundations of creativity and musical creativity, Cope describes a number of possible models for computationally imitating human creativity in music. He discusses such issues as recombinance and pattern matching, allusions, learning, inference, analogy, musical hierarchy, and influence, and finds that these experimental models solve only selected aspects of creativity. He then describes a model that integrates these different aspects -- an inductive-association computational process that can create music. Cope's writing style is lively and nontechnical; the reader needs neither knowledge of computer programming nor specialized computer hardware or software to follow the text.The computer programs discussed in the text, along with MP3 versions of all the musical examples, are available at the author's website, http://arts.ucsc.edu/faculty/cope, by clicking on the link to the left.

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