Phantom Curves: Scientific Discovery through Interactive Music Visualization

Fabian C. Moss, Giovanni Affatato, Daniel Harasim
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Abstract

We introduce phantom curves, a novel music-theoretical concept based on the discrete Fourier transform (DFT), and document the creative process that led to their discovery. In particular, we emphasize the importance of interactive web applications for music visualization and analysis. This is demonstrated using the example of the application midiVERTO which affords interactions with the pitch-class content of musical pieces encoded in MIDI format without requiring in-depth understanding of the underlying mathematics. We illustrate the analytical value of studying families of phantom curves by applying the concept to music from a Broadway musical, a video game, and a Hollywood movie. This process of discovery thus testifies to the fact that digital tools can bridge disciplinary boundaries between music theory and mathematics, and this interaction can generate new scientific knowledge.
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幻影曲线:通过互动音乐可视化的科学发现
我们介绍了幽灵曲线,这是一种基于离散傅立叶变换(DFT)的新颖音乐理论概念,并记录了导致它们发现的创作过程。我们特别强调交互式网络应用程序对音乐可视化和分析的重要性。使用应用程序midiVERTO的示例演示了这一点,该应用程序提供了与以MIDI格式编码的音乐片段的音高类内容的交互,而不需要深入了解底层数学。我们通过将这个概念应用于百老汇音乐剧、视频游戏和好莱坞电影中的音乐来说明研究幻影曲线族的分析价值。这一发现过程证明了这样一个事实,即数字工具可以弥合音乐理论和数学之间的学科界限,这种互动可以产生新的科学知识。
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