论文标题

音乐认知和构图的模型

Models of Music Cognition and Composition

论文作者

Sethia, Abhimanyu, Aayush

论文摘要

与大多数认知研究一样,音乐认知是一个跨学科领域,它试图应用认知科学方法(神经系统,计算和实验性)来了解音乐的构成感和过程。在本文中,我们首先促使音乐为何与认知科学家相关,并概述音乐认知的计算建模方法。然后,我们回顾有关音乐知觉模型的文献,包括非计算模型,计算非认知模型和计算认知模型。最后,我们回顾了有关建模创意行为以及能够创作音乐的计算机系统的文献。由于已经使用了音乐理论的许多技术术语,因此我们在最后附上了相关术语及其定义的列表。

Much like most of cognition research, music cognition is an interdisciplinary field, which attempts to apply methods of cognitive science (neurological, computational and experimental) to understand the perception and process of composition of music. In this paper, we first motivate why music is relevant to cognitive scientists and give an overview of the approaches to computational modelling of music cognition. We then review literature on the various models of music perception, including non-computational models, computational non-cognitive models and computational cognitive models. Lastly, we review literature on modelling the creative behaviour and on computer systems capable of composing music. Since a lot of technical terms from music theory have been used, we have appended a list of relevant terms and their definitions at the end.

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