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流行旋律的轨迹和革命基于1950年至2023年的美国排行榜
Madeline Hamilton1, Marcus Pearce2,3
1Music Cognition Lab, Queen Mary University of London, London, E1 4NS, UK. m.a.hamilton@qmul.ac.uk.
Scientific reports
|July 4, 2024
概括
随着时间的推移,流行音乐旋律的复杂性下降,音符密度增加. 定量分析显示,1975年和2000年有重大旋律变化,这表明音乐结构发生了重大变化.
科学领域:
- 音乐学 音乐学 音乐学
- 定量分析是一种量化分析.
- 计算音乐学的音乐学.
背景情况:
- 流行音乐的演变已经被社会学家,音乐学家和哲学家研究了.
- 之前的定量研究主要集中在低级音频特征上,限制了范围.
- 1950-2023年流行曲的新数据集使抽象分析成为可能.
研究的目的:
- 研究流行音乐旋律复杂性和结构的演变.
- 在流行音乐历史中识别显著的转变或"旋律革命".
- 使用定量时间序列分析建模旋律变化.
主要方法:
- 变化点检测应用于旋律特征 (音调和节奏) 的多变量时间序列.
- 自动回归,线性回归和矢量自动回归用于建模不同的时代.
- 在旋律数据中分析特征之间的关系.
主要成果:
- 在1975年和2000年确定了主要的旋律革命,1996年发现了一个较小的旋律革命.
- 这些革命的特点是旋律复杂性的显著下降.
- 旋律呈现出复杂度下降和音符密度增加的趋势,特别是在2000年后.
结论:
- 流行音乐的旋律经历了显著的进化转变,以减少复杂性为标志.
- 2000年以后,旋律中的特征关系得到了加强.
- 这项研究为了解流行音乐中的旋律演变提供了定量框架.
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