Title: Probabilistic-logical modeling of music
Authors: Sneyers, Jon ×
Vennekens, Joost
De Schreye, Danny #
Issue Date: 2006
Publisher: Springer
Series Title: Lecture Notes in Computer Science vol:3819 pages:60-72
Conference: International Symposium on Practical Aspects of Declarative Languages, PADL edition:6 location:Charleston, South Carolina date:January 9-10, 2006
Abstract: PRISM is a probabilistic-logical programming language based on Prolog. We present a PRISM-implementation of a general model for polyphonic music, based on Hidden Markov Models. Its probability parameters are automatically learned by running the built-in EM-algorithm of PRISM on training examples. We show how the model can be used as a classifier for music that guesses the composer of unknown fragments of music. Then we use it to automatically compose new music.
ISBN: 3-540-30947-0
ISSN: 0302-9743
Publication status: published
KU Leuven publication type: IT
Appears in Collections:Informatics Section
Technologiecluster Computerwetenschappen
Computer Science Technology TC, Technology Campus De Nayer Sint-Katelijne-Waver
× corresponding author
# (joint) last author

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