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Dec, 2016
使用深度神经网络进行音乐生成的单元选取方法
A Unit Selection Methodology for Music Generation Using Deep Neural Networks
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Mason Bretan, Gil Weinberg, Larry Heck
TL;DR
该研究探索了利用单位选择和连接作为生成音乐的手段,结合深度结构语义模型和 LSTM 预测下一个单位的生成模型,使用客观指标和专业音乐人听辨测试进行评估。
Abstract
Several methods exist for a computer to generate music based on data including Markov chains, recurrent neural networks, recombinancy, and grammars. We explore the use of
unit selection
and
concatenation
as a mea
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