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现代图书情报技术  2012, Vol. 28 Issue (1): 40-45     https://doi.org/10.11925/infotech.1003-3513.2012.01.07
  知识组织与知识管理 本期目录 | 过刊浏览 | 高级检索 |
基于色度特征和动态时间卷曲算法的音频与乐谱对位
张苾荍, 韩圣龙
北京大学信息管理系 北京 100871
Audio to Score Alignment Based on Chroma Features and Dynamic Time Warping Algorithm
Zhang Biqiao, Han Shenglong
Department of Information Management, Peking University, Beijing 100871, China
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摘要 提出基于色度特征和动态时间卷曲算法,实现MIDI、MusicXML两种乐谱格式与WAV、MP3两种音频格式间的对位,并使用真实录音作为音频进行实验,采用人工标注正确时间的方式评估结果,使得对算法效果的评价更接近现实情况。实验结果显示该算法基本能够达到预期效果。
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张苾荍
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关键词 音频与乐谱对位色度特征动态时间卷曲算法    
Abstract:This paper accomplishes the alignment between two kinds of score format—MIDI and MusicXML, and two kinds of audio format—WAV and MP3 based on chroma features and dynamic time warping algorithm. In addition, in the process of experiment and evaluation, this paper uses historical recordings as audio materials and labels the ground truth of measures manually in order to know the true effect of the algorithm in real world. The results of the experiment show that the algorithm has achieved the desired effect basically.
Key wordsAudio to score alignment    Chroma features    DTW algorithm
收稿日期: 2011-10-17      出版日期: 2012-02-26
: 

TP391.4

 
引用本文:   
张苾荍, 韩圣龙. 基于色度特征和动态时间卷曲算法的音频与乐谱对位[J]. 现代图书情报技术, 2012, 28(1): 40-45.
Zhang Biqiao, Han Shenglong. Audio to Score Alignment Based on Chroma Features and Dynamic Time Warping Algorithm. New Technology of Library and Information Service, 2012, 28(1): 40-45.
链接本文:  
https://manu44.magtech.com.cn/Jwk_infotech_wk3/CN/10.11925/infotech.1003-3513.2012.01.07      或      https://manu44.magtech.com.cn/Jwk_infotech_wk3/CN/Y2012/V28/I1/40
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