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Multi-Dimensional motivic pattern extraction founded on adaptive redundancy filtering 

Author: Olivier Lartillot a
Affiliation:   a University of Jyvaumlskylauml, Finland
DOI: 10.1080/09298210600578246
Publication Frequency: 4 issues per year
Published in: journal Journal of New Music Research, Volume 34, Issue 4 December 2005 , pages 375 - 393
Formats available: HTML (English) : PDF (English)
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Abstract

We present a computational model for discovering repeated patterns in symbolic representations of monodic music. Patterns are discovered through an incremental adaptive identification along a multi-dimensional parametric space. The difficulties of pattern discovery mainly come from combinatorial redundancies, that our model is able to control efficiently. A specificity relation is defined between pattern descriptions, unifying suffix and inclusion relations and enabling a filtering of redundant descriptions. Combinatorial proliferation caused by successive repetitions of patterns is managed using cyclic patterns. The modelling of these redundancy control mechanisms enables an automation of musicology-relevant analyses of musical databases.
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