DOI QR코드

DOI QR Code

A Study on the Variation of Music Characteristics based on User Controlled Music Emotion

음악 감성의 사용자 조절에 따른 음악의 특성 변형에 관한 연구

  • Received : 2016.11.23
  • Accepted : 2017.03.06
  • Published : 2017.03.28

Abstract

In this paper, research results on the change of music emotion are described. Our gaol was to provide a method of changing music emotion by a human user. Then we tried to find a way of transforming the contents of the original music into the music whose emotion is similar with the changed emotion. For the purpose, a method of changing the emotion of playing music on two-dimensional plan was describe. Then the original music should be transformed into the music which emotion would be equal to the changed emotion. As the first step a method of deciding which music factors and how much should be changed was presented. Finally the experimental method of editing by sound editor for changing the emotion was described. There are so many research results on the recognition of music emotion. But the try of changing the music emotion is very rare. So this paper would open another way of doing research on music emotion field.

Keywords

Music Emotion;Emotion Control;Emotion Calculation

References

  1. J. A. Russell, "A Circumplex Model of Affect," Journal of personality and social psychology, Vol.39, No.6, 1980.
  2. 림빈, 감성 트리 기반의 음악 감성 조절 알고리즘, 숭실대학교 대학원, 2013.
  3. R. E. Thayer, The Biopsychology of Mood and Arousal, New York, Oxford University Press, 1989.
  4. Y. H. Yang, C. C. Liu, and H. H. Chen, "Music emotion classification: A fuzzy approach," Proc. ACM Multimedia, p.81, 2006.
  5. Owen Craigie Meyers, A mood-based music classification and exploration system, Master of Science in MediaArts and Sciences at the MASSACHUSETTS INSTITUTE OF TECHNOLOGY, 2007
  6. 김재광, 윤태복, 김동문, 이지형, "시간 가중치와 가변형 K-means기법을 이용한 개인화된 음악 추천 시스템," 한국지능시스템학회논문지, Vol.19 No.4, pp.504-510, 2009
  7. 김태연, "감성기반 음악.이미지 검색 추천 시스템 설계 및 구현," 전자공학회논문지, 제47권, 제1호, pp.73-79, 2010.
  8. 심한뫼, 감성기반 음악분류 알고리즘과 리듬 액션게임의 자동 노트생성에 관한 연구, 중앙대학교 첨단영상대학원, 2012.