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基于音轨特征量的多音轨MIDI主旋律抽取方法 被引量：17

Melody Extraction Method from Polyphonic MIDI Based on Melodic Features
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摘要 在基于内容的数字音乐检索研究中,其音乐库大都直接使用复合音音乐数据文件。然而这种直接采用复合音音乐数据的索引必将给检索处理带来巨大的计算量以及复杂的匹配算法。该文提出了一种基于音轨特征量的多音轨MIDI主旋律信息音轨抽取方法。通过与人工标注结果的实验比较,表明该文实现的抽取方法可有效地从多音轨MIDI演奏数据文件中提取出主旋律音轨。 Much of the work on content based music query focuses on polyphonic music files. However the polyphonic format causes large calculation and complex algorithms for matching. This paper represents a model for auto melody extraction method for multi-track MIDI files based on melodic features. The results are compared with manual output and show that the implemented method can extract melody track from multi-track MIDI file effectively.
作者 赵芳 吴亚栋 宿继奎
机构地区 上海交通大学电子信息学院
出处 《计算机工程》 CAS CSCD 北大核心 2007年第2期165-167,共3页 Computer Engineering
基金 国家自然科学基金资助项目(60473041) 上海科委重大攻关项目(045115016)
关键词 哼唱检索 复合音音乐 MIDI格式 主旋律提取 QBH Polyphonic music MIDI format Melody extraction
分类号 TP391.42 [自动化与计算机技术—计算机应用技术]
  • 相关文献

参考文献7

  • 1Wu Yadong,Li Yang,LIU Baolong.A New Method for Approximate Melody Matching[C].Proceedings of IEEE International Conference on Machine Learning and Cybernetics,Xi'an,2003-11:2687-2691.
  • 2Meudic B,St-James E.Automatic Extraction of Approximate Repetitions in Polyphonic Midi Files Based on Perceptive Criteria[C].Proc.of Internation Symposium on Computer Music Modeling and Retreval,2003.
  • 3Shih H H,Narayanan S S,Kuo C C J.Automatic Main Melody Extraction from Midi Files with A Modified Lempel-ZIV Algorithm[C].Proc.of International Symposium on Intelligent Multimedia,Video & Speech Processing,2001-05.
  • 4Lu Lie,You Hong,Zhang Hongjiang:A New Approach to Query by Humming in Music Retrieval[C].Proc.of IEEE International Confernce on Multimedia and Expo,2001.
  • 5Tang M,Yip C L,Kao B.Selection of Melody Lines for Music Databases[C].Proceedings of the 24^th IEEE Annual International Computer Software and Applications Conference,2000:243-248.
  • 6Nagano H,Kashino K,Murase H.Fast Music Retrieval Using Polyphonic Binary Feature Vectors[C].Proc.of IEEE International Conference on Multimedia and Expo,2002:101-104.
  • 7李扬,吴亚栋,刘宝龙.一种新的近似旋律匹配方法及其在哼唱检索系统中的应用[J].计算机研究与发展,2003,40(11):1554-1560. 被引量：28

二级参考文献20

  • 1J Foote. An overview of audio information retrieval. Multimedia Systems, 1999, 7(1): 2-11.
  • 2A J Ghias, Logan D Chamberlain, B C Smith. Query by humming-musical information retrieval in an audio database. ACM Multimedia'95, San Francisco, 1995.
  • 3R J McNab, L A Smith, I H Witten et al. Towards the digital music library: Tune retrieval from acoustic input. The ACM Digital Libraries Conference ( Digital Libraries' 96 ), Bethesda,Maryland, 1996.
  • 4Ricardo A Baesa-Yates, Chris H Perleberg. Fast and practical approximate string matching. In: Combinatorial Pattern Matching, Third Annual Symposium. Berlin: Springer-Verlag,1992. 185- 192.
  • 5Lie Lu, Hong You, Hong-Jiang Zhang. A new approach to query by humming in music retrieval. IEEE Int' 1 Conf on Multimedia and Expo (ICME 2001 ), Waseda University, Tokyo, Japan,2001.
  • 6Jyh-Shing Roger Jang, Hong-Ru Lee. Hierarchical filtering method for content-based music retrieval via acoustic input. ACM Multimedia 2001, New York, 2001.
  • 7Tom Brondsted et al. A system for recogition of hummed tunes.The COST G-6 Cord on Digital Audio Effects (DAFX-01),Limerick, Ireland, 2001.
  • 8N Kosugi, Y Nishihara, T Sakata et al. A practical query-byhumming system for a large music database. The ACM Multimedia 2000, Los Angeles, CA, 2000.
  • 9William Rand, William Birmingham. Statistical analysis in music information retrieval. The 2nd Annual Int'l Symp on Music Information Retrieval, Bloomington, Indiana, USA, 2001.
  • 10Shyarnala Doraisamy, Stefan M Ruger. An approach towards a polyphonic music retrieval system. The 2nd Annual Int'l Symposium on Music Information Retrieval, Bloomington,Indiana, USA, 2001.

共引文献27

同被引文献100

引证文献17

二级引证文献37

计算机工程
2007年 第2期

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