• DocumentCode
    3043660
  • Title

    Embedded Design of an Emotion-Aware Music Player

  • Author

    Cervantes, Carlos A. ; Kai-Tai Song

  • Author_Institution
    Inst. of Electr. Control Eng., Nat. Chiao Tung Univ., Hsinchu, Taiwan
  • fYear
    2013
  • fDate
    13-16 Oct. 2013
  • Firstpage
    2528
  • Lastpage
    2533
  • Abstract
    In this paper, a novel human-robot interaction(HRI) design is proposed where emotional recognition from the speech signal is used to create an emotion-aware music player that can be implemented in an embedded platform. The proposed system maps an inputted short-speech utterance to a two dimensional emotional plane of valence and arousal. This strategy allows the system to automatically select a piece of music from a database of songs, of which emotions are also expressed using arousal and valence values. Furthermore, a cheer-up strategy is proposed such that music songs with varying emotional content are played in order to cheer up the user to a more neutral/happy state. The proposed system has been implemented in a Beagle board. The online test verified the feasibility of the system. A questionnaire survey shows that 80% of subjects agree with the songs selected by the proposed cheer-up strategy based on the emotional model.
  • Keywords
    embedded systems; emotion recognition; human-robot interaction; music; speech processing; Beagle board; HRI design; embedded design; emotion-aware music player; emotional recognition; human-robot interaction; short-speech utterance; speech signal; Databases; Emotion recognition; Feature extraction; Speech; Speech processing; Speech recognition; Vectors; emotion recognition; emotional model; human-robot interaction;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Systems, Man, and Cybernetics (SMC), 2013 IEEE International Conference on
  • Conference_Location
    Manchester
  • Type

    conf

  • DOI
    10.1109/SMC.2013.431
  • Filename
    6722184