• DocumentCode
    394704
  • Title

    Structural analysis of musical signals via pattern matching

  • Author

    Chai, Wei

  • Author_Institution
    Media Lab., MIT, Cambridge, MA, USA
  • Volume
    5
  • fYear
    2003
  • fDate
    6-10 April 2003
  • Abstract
    A musical piece typically has repetitive structures. Analysis of this structure can be used for music indexing, thumbnailing or segmentation. The described research aims at automatically analyzing the repetitive structure of musical signals. First, we detect the repetition of each segment in a piece using dynamic programming. Second, we summarize this repetition information and infer the structure based on some heuristic rules. The performance of our approach is demonstrated visually using figures for qualitative evaluation, and by two structural similarity measures for quantitative evaluation. The experimental results using a corpus of Beatles´ songs show that automatic structural analysis of music is possible.
  • Keywords
    acoustic signal processing; audio signal processing; dynamic programming; music; pattern matching; signal classification; acoustic signals; dynamic programming; heuristic rules; information retrieval systems; music indexing; music segmentation; music thumbnailing; musical signal structure analysis; pattern matching; repetition information; Acoustic signal detection; Content based retrieval; Dynamic programming; Frequency estimation; Indexing; Laboratories; Music information retrieval; Pattern analysis; Pattern matching; Signal analysis;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Acoustics, Speech, and Signal Processing, 2003. Proceedings. (ICASSP '03). 2003 IEEE International Conference on
  • ISSN
    1520-6149
  • Print_ISBN
    0-7803-7663-3
  • Type

    conf

  • DOI
    10.1109/ICASSP.2003.1200028
  • Filename
    1200028