Soeren Madsen, Gerhard Widmer,
"Exploring Similarities in Music Performances with an Evolutionary Algorithm"
: Proceedings of the 18th International FLAIRS Conference (FLAIRS'05), Clearwater Beach, Florida, AAAI Press, Menlo Park, CA, 2005
Original Titel:
Exploring Similarities in Music Performances with an Evolutionary Algorithm
Sprache des Titels:
Englisch
Original Buchtitel:
Proceedings of the 18th International FLAIRS Conference (FLAIRS'05), Clearwater Beach, Florida
Original Kurzfassung:
The paper presents a novel approach to exploring similarities
in music performances. Based on simple measurements
of timing and intensity in 12 recordings of a Schubert piano
piece, short ‘performance archetypes’ are calculated using a
SOM algorithm and labelled with letters. Approximate string
matching done by an evolutionary algorithm is applied to find
similarities in the performances represented by these letters.
We present a way of measuring each pianist’s habit of playing
similar phrases in similar ways and propose a ranking of the
performers based on that. Finally, an experiment revealing
common expression patterns is briefly described.
Sprache der Kurzfassung:
Englisch
Veröffentlicher:
AAAI Press
Verlagsanschrift:
Menlo Park, CA
Erscheinungsjahr:
2005
Anzahl der Seiten:
6
Notiz zur Publikation:
Herausgegeben von American Association for Artificial Intelligence: http://www.aaai.org
Forschungs-