Review on Melody Extraction from Polyphonic Music

ZHANG Wei-wei; CHEN Zhe; YIN Fu-liang; ZHANG Jun-xing

doi:10.3969/j.issn.0372-2112.2017.04.032

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Review on Melody Extraction from Polyphonic Music

更新时间：2025-07-16

- Review on Melody Extraction from Polyphonic Music
- Acta Electronica Sinica Vol. 45, Issue 4, Pages: 1000-1011(2017)
- 作者机构：
  
  1. 大连理工大学信息与通信工程学院,辽宁,大连,116024
  2. 大连民族大学信息与通信工程学院,辽宁,大连,116600
  3. 大连理工大学信息与通信工程学院,辽宁,大连,116024
  4. 大连民族大学信息与通信工程学院,辽宁,大连,116600
- 作者简介：
- 基金信息：
- DOI：10.3969/j.issn.0372-2112.2017.04.032
  CLC： TP391
- Published Online：25 April 2017，
  
  Published：2017
- 稿件说明：
移动端阅览
ZHANG Wei-wei, CHEN Zhe, YIN Fu-liang, et al. Review on Melody Extraction from Polyphonic Music[J]. Acta Electronica Sinica, 2017, 45(4): 1000-1011.
DOI：

ZHANG Wei-wei, CHEN Zhe, YIN Fu-liang, et al. Review on Melody Extraction from Polyphonic Music[J]. Acta Electronica Sinica, 2017, 45(4): 1000-1011. DOI： 10.3969/j.issn.0372-2112.2017.04.032.

摘要

主旋律提取在音乐检索、乐谱抄录、翻唱识别等领域具有广泛应用.复调音乐频谱结构复杂多样，音高变化范围广，因此复调音乐的主旋律提取较为困难.本文综述了复调音乐主旋律提取研究进展，对复调音乐主旋律提取方法进行分类，阐述了典型方法，介绍了主旋律提取的评价指标，给出了最新MIREX主旋律提取评测结果，说明了主旋律提取面临的主要挑战，并对主旋律提取技术发展方向进行了展望.

Abstract

Melody extraction is to automatically extract the melody from a given piece of polyphonic music

and has been widely applied in music retrieval

score transcription

cover song identification and so on.Melody extraction from digital polyphonic music is reviewed in this paper.Firstly

the methods used for melody extraction are classified.Then

the representative methods are elaborated in detail

evaluation methodologies are presented

and the most recently MIREX melody extraction competition results are shown.Finally

the existing challenges are summarized

and the future research directions are provided.

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