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
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;
Conference_Titel :
Systems, Man, and Cybernetics (SMC), 2013 IEEE International Conference on
Conference_Location :
Manchester
DOI :
10.1109/SMC.2013.431