Categorizing music by genres.

IF 4.1 3区 综合性期刊 Q1 MULTIDISCIPLINARY SCIENCES
Elke B Lange, Emily Gernandt, Julia Merrill
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引用次数: 0

Abstract

In arts and music, exemplars are categorized into genres, but those are not static and change dynamically. In musical taste research, there are strong differences in number and width of genre categories, and it is unclear how category width (broad genres vs. narrow subgenres) affects liking evaluations. The use of broad genre labels has been strongly criticized. We address this issue by a quantitative approach, comparing liking evaluations of 15 musical genres with 100 embedded and two nonexistent subgenres (N = 804). We applied a wide range of analyses (correlations, regressions, random forest modeling, factor analyses). Results converge, showing that evaluations of the majority of nested subgenres were highly similar to the related genres. The nonexistent subgenres revealed evaluation heuristics, enhancing consistency. For some genres, liking of subgenres grouped based on historical (traditional-modern), cultural (German subcultures), or functional (danceability) reasons. The genre labels pop and rock were less appropriate. We provide a list of 24 genres to assess musical taste sufficiently for general applications. Importantly, the concept of genre for taste studies is still useful.

按音乐类型分类。
在艺术和音乐中,范例被归类为类型,但这些类型不是静态的,而是动态变化的。在音乐品味研究中,流派类别的数量和宽度存在很大差异,类别宽度(大流派与小流派)如何影响喜好评估尚不清楚。使用宽泛的类型标签受到了强烈的批评。我们通过定量方法解决了这个问题,比较了15种音乐类型的喜好评估,其中包含100种嵌入的音乐类型和2种不存在的音乐类型(N = 804)。我们应用了广泛的分析(相关性、回归、随机森林模型、因子分析)。结果趋于一致,表明大多数嵌套子类型的评价与相关类型高度相似。不存在的子类型揭示了评价启发式,增强了一致性。对于某些流派,喜欢基于历史(传统-现代),文化(德国亚文化)或功能(可跳舞性)原因分组的子流派。“流行”和“摇滚”的标签就不太合适了。我们提供了24种类型的列表,以评估音乐品味,足以为一般应用程序。重要的是,流派的概念对品味研究仍然是有用的。
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来源期刊
Annals of the New York Academy of Sciences
Annals of the New York Academy of Sciences 综合性期刊-综合性期刊
CiteScore
11.00
自引率
1.90%
发文量
193
审稿时长
2-4 weeks
期刊介绍: Published on behalf of the New York Academy of Sciences, Annals of the New York Academy of Sciences provides multidisciplinary perspectives on research of current scientific interest with far-reaching implications for the wider scientific community and society at large. Each special issue assembles the best thinking of key contributors to a field of investigation at a time when emerging developments offer the promise of new insight. Individually themed, Annals special issues stimulate new ways to think about science by providing a neutral forum for discourse—within and across many institutions and fields.
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