• Title/Summary/Keyword: music emotion variation detection

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Emotion-based music visualization using LED lighting control system (LED조명 시스템을 이용한 음악 감성 시각화에 대한 연구)

  • Nguyen, Van Loi;Kim, Donglim;Lim, Younghwan
    • Journal of Korea Game Society
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    • v.17 no.3
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    • pp.45-52
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    • 2017
  • This paper proposes a new strategy of emotion-based music visualization. Emotional LED lighting control system is suggested to help audiences enhance the musical experience. In the system, emotion in music is recognized by a proposed algorithm using a dimensional approach. The algorithm used a method of music emotion variation detection to overcome some weaknesses of Thayer's model in detecting emotion in a one-second music segment. In addition, IRI color model is combined with Thayer's model to determine LED light colors corresponding to 36 different music emotions. They are represented on LED lighting control system through colors and animations. The accuracy of music emotion visualization achieved to over 60%.