首页> 外文会议>Intelligent Multimedia, Video and Speech Processing, 2001. Proceedings of 2001 International Symposium on >Automatic main melody extraction from midi files with a modified Lempel-Ziv algorithm
【24h】

Automatic main melody extraction from midi files with a modified Lempel-Ziv algorithm

机译:使用改进的Lempel-Ziv算法从Midi文件中自动提取主旋律

获取原文
获取外文期刊封面目录资料

摘要

A dictionary based approach for extracting repetitive patterns in music aimed at music feature extraction and indexing for audio database management is proposed. Segmentation is achieved based on the tempo information and a music score is decomposed into bars. Each bar is indexed and a bar index table is built. Then, an adaptive dictionary based compression algorithm known as Lempel Ziv 78 (LZ-78) is applied to the bar-represented music scores to extract repetitive patterns (J. Ziv and A. Lempel, 1978). Finally, pruning is performed to this dictionary to remove non-repeating patterns and combine shorter repeating patterns into a longer repeating pattern. The LZ78 algorithm is slightly modified to achieve better results in the current context. Experiments are performed to MIDI files, and the proposed algorithm has demonstrated an excellent performance.
机译:提出了一种基于字典的方法,用于提取音乐中的重复模式,旨在进行音乐特征的提取和索引,以进行音频数据库管理。根据速度信息实现分段,并将乐谱分解为小节。每个钢筋都建立了索引,并建立了钢筋索引表。然后,将一种称为Lempel Ziv 78(LZ-78)的基于自适应字典的压缩算法应用于小节代表的乐谱,以提取重复模式(J. Ziv和A. Lempel,1978)。最后,对该字典进行修剪以删除非重复模式,并将较短的重复模式组合为较长的重复模式。对LZ78算法进行了稍微修改,以在当前环境中获得更好的结果。对MIDI文件进行了实验,所提出的算法表现出了出色的性能。

著录项

相似文献

  • 外文文献
  • 中文文献
  • 专利
获取原文

客服邮箱:kefu@zhangqiaokeyan.com

京公网安备:11010802029741号 ICP备案号:京ICP备15016152号-6 六维联合信息科技 (北京) 有限公司©版权所有
  • 客服微信

  • 服务号