Music Mood Player Implementation Applied In Daycare Using Self Organizing Map Method
Abstract: Music is
an art, entertainment
and human activity
that involve some organized sounds. Music is closely
related to human psychology. A piece of music often associated
with certain adjectives
such as happy,
sad, romantic and many
more. The linkage between the music with a certain mood has been widely used in
various occasions by people, there for music classification based on relevance
to a particular emotion is important. Daycare is one example of an institution
that used music as therapy or tools of support in each of its parenting
activities. This research concerns
in implementation of
a music mood
player using Self
Organizing Map applied at
the Daycare. The
features that are
used on this
music mood player
are rhythm patterns of
the music. The
mood parameters that
used in this
system is based on
Robert Thayer's energy-stress
model which are
exuberance / happy, contentment /
relax, anxious and
depression. The system
is tested using
a set of songs
with various genres
and the classification results
are compared with
the mood obtained by
child psychology expert.
The system can
be set automatically according to the activities at
daycare.
Keywords: Music
Information Retrieval, Mood
Classification, Music Classification,
Self Organizing Map, Rhythm Patterns
Author: Kadek Cahya Dewi, Luh
Arida Ayu Rahning Putri
Journal Code: jptinformatikagg110001
