TY - GEN
T1 - Using heuristic optimization for segmentation of symbolic music
AU - Rafael, Brigitte
AU - Örtl, Stefan
AU - Affenzeller, Michael
AU - Wagner, Stefan
N1 - Copyright:
Copyright 2011 Elsevier B.V., All rights reserved.
PY - 2009
Y1 - 2009
N2 - Solving the segmentation problem for music is a key issue in music information retrieval (MIR). Structural information about a composition achieved by music segmentation can improve several tasks related to MIR such as searching and browsing large music collections, visualizing musical structure, lyric alignment, and music summarization. Various approaches using genetic algorithms have already been introduced to the field of media segmentation including image and video segmentation as segmentation problems usually have complex fitness landscapes. The authors of this paper present an approach to apply genetic algorithms to the music segmentation problem.
AB - Solving the segmentation problem for music is a key issue in music information retrieval (MIR). Structural information about a composition achieved by music segmentation can improve several tasks related to MIR such as searching and browsing large music collections, visualizing musical structure, lyric alignment, and music summarization. Various approaches using genetic algorithms have already been introduced to the field of media segmentation including image and video segmentation as segmentation problems usually have complex fitness landscapes. The authors of this paper present an approach to apply genetic algorithms to the music segmentation problem.
UR - http://www.scopus.com/inward/record.url?scp=78651258246&partnerID=8YFLogxK
U2 - 10.1007/978-3-642-04772-5_83
DO - 10.1007/978-3-642-04772-5_83
M3 - Conference contribution
SN - 3642047718
SN - 9783642047718
VL - 5717
T3 - Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
SP - 641
EP - 648
BT - Computer Aided Systems Theory, EUROCAST 2009 - 12th International Conference, Revised Selected Papers
T2 - 12th International Conference on Computer Aided Systems Theory, EUROCAST 2009
Y2 - 15 February 2009 through 20 February 2009
ER -