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Comparing Approaches to the Similarity of Musical Chord Sequences

机译:音乐和弦序列相似性的比较方法

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摘要

We present a comparison between two recent approaches to the harmonic similarity of musical chords sequences. In contrast to earlier work that mainly focuses on the similarity of musical notation or musical audio, in this paper we specifically use on the symbolic chord description as the primary musical representation. For an experiment, a large chord sequence corpus was created. In this experiment we compare a geometrical and an alignment approach to harmonic similarity, and measure the effects of chord description detail and a priori key information on retrieval performance. The results show that an alignment approach significantly outperforms a geometrical approach in most cases, but that the geometrical approach is computationally more efficient than the alignment approach. Furthermore, the results demonstrate that a priori key information boosts retrieval performance, and that using a triadic chord representation yields significantly better results than a simpler or more complex chord representation.
机译:我们提出了两种最新的方法,以比较音乐和弦序列的和声相似性。与早期的工作主要侧重于音乐符号或音乐音频的相似性相反,在本文中,我们专门将符号和弦描述用作主要的音乐表示形式。为了进行实验,创建了一个大的和弦序列语料库。在该实验中,我们比较了谐波相似度的几何方法和对齐方法,并测量了和弦描述细节和先验关键信息对检索性能的影响。结果表明,在大多数情况下,对齐方法的性能明显优于几何方法,但是几何方法比对齐方法的计算效率更高。此外,结果表明,先验关键信息可提高检索性能,并且使用三合和弦表示法比简单或更复杂的和弦表示法产生明显更好的结果。

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