Finding Musical Pieces with a Similar Emotional Distribution throughout the Same Composition

Jacek Grekow

Abstract

The aim of this work was to build a system that would enable to automatically compare various interpretations of the same composition in terms of the emotions, and to discover which of them are more and less similar. The stages of building such a computer system include such issues as annotating music data, building regressors, aligning different renditions, detecting and visualizing emotions over time, and result analysis. Analyzing the obtained results for Prelude No. 18 by Fr´ed´eric Chopin, the author found which performances of the same composition were more similar to each other and which were quite dissimilar in terms of the shaping of emotions over time.
Author Jacek Grekow (FCS / DISCN)
Jacek Grekow,,
- Department of Information Systems and Computer Networks
Pages1-6
Publication size in sheets0.5
Book Koprinkova-Hristova Petia, Yildirim Tuly, Piuri Vincenzo, Iliadis Lazaros, Camacho DavidINISTA'2019: Proceedings, 2019, Institute of Electrical and Electronics Engineers, ISBN 978-1-7281-1861-1
Keywords in Englishmusic emotion detection; musical performances; emotion tracking; similarity
Internal identifierROC 19-20
Languageen angielski
Score (nominal)20
Score sourceconferenceList
ScoreMinisterial score = 20.0, 05-03-2020, ChapterFromConference
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