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Neural based methods for music composition

机译:基于神经的音乐创作方法

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摘要

Summary form only given, as follows. Several features found innneural networks make them desirable for music composition. Thesenfeatures include the ability to learn complex relationships fromnexamples and to make reasonable generalizations in situations for whichnthey have not been trained. Training consists of exposing the network tonexamples of music and adjusting its internal representation to match theninput examples. It is this internalization of the music which representsnmany aspects and relationships that humans perceive both consciously andnunconsciously. The method used to present the music to the network willntherefore largely affect what features the network will extract. Severalnstrategies involved in creating music using neural networks have beennexamined, and work involving multiple input training which mimics thenfunctions of the right and left hemispheres of the brain has beenncarried out
机译:仅给出摘要表格,如下。神经网络中发现的几种功能使其成为音乐创作的理想选择。这些特征包括从示例中学习复杂关系的能力,以及在尚未受过训练的情况下做出合理概括的能力。培训包括公开网络音乐示例,并调整其内部表示以匹配然后输入的示例。音乐的内在化代表了人类有意识和无意识地感知到的各个方面和关系。因此,用于向网络呈现音乐的方法将在很大程度上影响网络将提取的特征。已经对使用神经网络创建音乐的几种策略进行了研究,并开展了涉及模拟大脑左右半球功能的多次输入训练的工作。

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