计算机应用 ›› 2005, Vol. 25 ›› Issue (05): 1116-1118.DOI: 10.3724/SP.J.1087.2005.1116

• 图形图像与多媒体 • 上一篇    下一篇

利用互信息实现音乐风格的分类

马光志,秦丹   

  1. 华中科技大学计算机科学与技术学院
  • 发布日期:2005-05-25 出版日期:2005-05-01

Music style classification using mutual information

MA Guang-zhi, QIN Dan   

  1. Institute of Computer Science and Technology, Huazhong University of Science and Technology, Wuhan Hubei 430074,China
  • Online:2005-05-25 Published:2005-05-01

摘要: 提出了一种基于相对音高和相对时延表达音乐旋律的模型,这种模型能够更好地反映不同演奏方式下的同一旋律型。基于上述表达模型提出的音乐风格分类算法通过旋律互信息度量音乐风格,同Unigram和Bigram模型的切分算法具有相近的时间复杂度,能够更好地支持具有多种音乐风格的乐曲分类。

关键词: 旋律, 互信息, 切分

Abstract: A music representation model based on relative pitch and relative time length was proposed. This model well represented the same melody under different performance conditions. Based on the model, a music style classification algorithm was proposed to measure music style through melody Mutual Information. The algorithm’s time scale was close to that of syncopation algorithm under Unigram and Bigram models. The algorithm well supported music style classification among multi-styles.

Key words: melody, mutual information, syncopation

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