Geometric algorithms for transposition invariant content based music retrieval

نویسندگان

  • Esko Ukkonen
  • Kjell Lemström
  • Veli Mäkinen
چکیده

We represent music as sets of points or sets of horizontal line segments in the Euclidean plane. Via this geometric representation we cast transposition invariant content-based music retrieval problems as ones of matching sets of points or sets of horizontal line segments in plane under translations. For finding the exact occurrences of a point set (the query pattern) of size within another point set (representing the database) of size , we give an algorithm with running time , and for finding partial occurrences another algorithm with running time . We also use the total length of the overlap between the line segments of a translated query and a database (i.e., the shared time) as a quality measure of an occurrence and present an algorithm for finding translations giving the largest possible overlap. Some experimental results on the performance of the algorithms are reported.

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تاریخ انتشار 2003