A Comparison of Approaches to Timbre Descriptors in Music Information Retrieval and Music Psychology

IF 0.9 4区 计算机科学 Q4 COMPUTER SCIENCE, INTERDISCIPLINARY APPLICATIONS Journal of New Music Research Pub Date : 2016-01-02 DOI:10.1080/09298215.2015.1132737
Kai Siedenburg, Ichiro Fujinaga, S. McAdams
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引用次数: 64

Abstract

A curious divide characterizes the usage of audio descriptors for timbre research in music information research (MIR) and music psychology. While MIR uses a multitude of audio descriptors for tasks such as automatic instrument classification, only a highly constrained set is used to describe the physical correlates of timbre perception in parts of music psychology. We argue that this gap is not coincidental and results from the differences in the two fields’ methodologies, their epistemic groundwork, and research goals. This paper lays out perspectives on the emergence of the divide and reviews studies in both fields with regards to divergences in research methods and goals. We discuss new representations for spectro-temporal modulations in MIR and psychology, and compare approaches to spectral envelope description in depth. Finally, we will propose that the interdisciplinary discourse on the computational modelling of music requires negotiations about the roles of scientific evaluation criteria.
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音乐信息检索与音乐心理学中音色描述符方法的比较
在音乐信息研究(MIR)和音乐心理学中,音色研究中音频描述符的使用存在一个奇怪的分歧。虽然MIR使用大量的音频描述符来完成自动乐器分类等任务,但在音乐心理学的部分领域中,只有一组高度受限的音频描述符用于描述音色感知的物理关联。我们认为,这种差距不是巧合,而是两个领域的方法、认识基础和研究目标的差异造成的。本文从研究方法和研究目标上的差异出发,对这两个领域的研究进行了综述。我们讨论了MIR和心理学中光谱时间调制的新表示,并深入比较了光谱包络描述的方法。最后,我们将提出关于音乐计算建模的跨学科论述需要就科学评估标准的作用进行协商。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
Journal of New Music Research
Journal of New Music Research 工程技术-计算机:跨学科应用
CiteScore
3.20
自引率
0.00%
发文量
5
审稿时长
>12 weeks
期刊介绍: The Journal of New Music Research (JNMR) publishes material which increases our understanding of music and musical processes by systematic, scientific and technological means. Research published in the journal is innovative, empirically grounded and often, but not exclusively, uses quantitative methods. Articles are both musically relevant and scientifically rigorous, giving full technical details. No bounds are placed on the music or musical behaviours at issue: popular music, music of diverse cultures and the canon of western classical music are all within the Journal’s scope. Articles deal with theory, analysis, composition, performance, uses of music, instruments and other music technologies. The Journal was founded in 1972 with the original title Interface to reflect its interdisciplinary nature, drawing on musicology (including music theory), computer science, psychology, acoustics, philosophy, and other disciplines.
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