用于索引和缩略的音乐信号的结构分析

Wei Chai, B. Vercoe
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引用次数: 60

摘要

音乐作品通常有一个重复的结构。对这种结构的分析将有助于音乐分割、索引和缩略。提出了一种能够自动分析音乐信号重复结构的算法。该算法首先利用动态规划的方法检测每一段粘贴长度的重复次数。其次,该算法对这些重复信息进行汇总,并基于启发式规则进行结构推断。该方法的性能直观地用图形进行定性评价,并通过两个结构相似性度量进行定量评价。在结构分析结果的基础上,提出了一种音乐缩略图绘制方法。使用披头士歌曲的语料库获得的初步结果表明,音乐的自动结构分析和缩略是可能的。
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Structural analysis of musical signals for indexing and thumbnailing
A musical piece typically has a repetitive structure. Analysis of this structure will be useful for music segmentation, indexing and thumbnailing. We present an algorithm that can automatically analyze the repetitive structure of musical signals. First, the algorithm detects the repetitions of each segment affixed 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, a method for music thumbnailing is proposed. The preliminary results obtained using a corpus of Beatles' songs show that automatic structural analysis and thumbnailing of music are possible.
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