Music Mood Player Implementation Applied In Daycare Using Self Organizing Map Method

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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

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