Title :
Music relationship visualization based on melody transition using Conditional Divergence for music browsing system
Author :
Maekaku, Takashi ; Kasai, Hiroyuki
Author_Institution :
Univ. of Electro-Commun., Chofu, Japan
Abstract :
This paper proposes music mapping considering melody transition for browsing system to visualize mood distances among tunes. Especially, we use the Melodies Markov model proposed to calculate Conditional Divergence and express music relationship on 2-D map applying two Multi-dimensional Scaling (MDS) methods.
Keywords :
Markov processes; data visualisation; music; 2D map; conditional divergence; melodies Markov model; melody transition; mood distance visualization; multidimensional scaling methods; music browsing system; music mapping method; music relationship visualization; Computational modeling; Data models; Markov processes; Matrix decomposition; Mood; Music; Vectors;
Conference_Titel :
Consumer Electronics (ICCE), 2012 IEEE International Conference on
Conference_Location :
Las Vegas, NV
Print_ISBN :
978-1-4577-0230-3
DOI :
10.1109/ICCE.2012.6161729
