DocumentCode
2801818
Title
Structural analysis of musical signals via pattern matching
Author
Wei Chai
Author_Institution
Media Lab., MIT, Cambridge, MA, USA
fYear
2003
fDate
19-22 Oct. 2003
Firstpage
49
Abstract
Summary form only given. A musical piece typically has repetitive structures. Analysis of this structure can be used for music indexing, thumbnailing or segmentation. The research described here 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
audio signal processing; dynamic programming; music; pattern classification; pattern matching; signal classification; Beatles songs; automatic musical structure analysis; dynamic programming; heuristic rules; music indexing; music segmentation; music signal structural analysis; music thumbnails; pattern matching; repetitive structure; Pattern analysis; Pattern matching; Signal analysis;
fLanguage
English
Publisher
ieee
Conference_Titel
Applications of Signal Processing to Audio and Acoustics, 2003 IEEE Workshop on.
Print_ISBN
0-7803-7850-4
Type
conf
DOI
10.1109/ASPAA.2003.1285809
Filename
1285809
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