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Structural analysis of musical signals for indexing and thumbnailing

机译:索引和缩略图的音乐信号的结构分析

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A musical piece typically has a repetitive structure. Analysis of this structure will be useful for music segmentation, indexing and thumbnailing. This paper presents an algorithm that can automatically analyze the repetitive structure of musical signals. First, the algorithm detects the repetitions of each segment of fixed length in a piece using dynamic programming. Second, the algorithm summarizes this repetition information and infers the structure based on heuristic rules. The performance of the approach is demonstrated visually using figures for qualitative evaluation, and by two structural similarity measures for quantitative evaluation. Based on the structural analysis result, this paper also proposes a method for music thumbnailing. The preliminary results obtained using a corpus of Beatles' songs show that automatic structural analysis and thumbnailing of music are possible.
机译:音乐件通常具有重复结构。这种结构的分析对于音乐分割,索引和缩略图有用。本文介绍了一种可以自动分析音乐信号的重复结构的算法。首先,该算法检测使用动态编程的一块固定长度的每个段的重复。其次,算法总结了该重复信息,并基于启发式规则缩小结构。目测使用图来证明该方法的性能,用于定性评估,以及用于定量评估的两个结构相似措施。基于结构分析结果,本文还提出了一种音乐缩略图的方法。使用披头士乐队歌曲的语料库获得的初步结果表明,可以自动结构分析和音乐的缩略图。

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