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Embedded Design of an Emotion-Aware Music Player

dc.citation.epage2533en_US
dc.citation.spage2528en_US
dc.contributor.authorCervantes, Carlos A.en_US
dc.contributor.authorSong, Kai-Taien_US
dc.contributor.department電控工程研究所zh_TW
dc.contributor.departmentInstitute of Electrical and Control Engineeringen_US
dc.date.accessioned2014-12-08T15:35:16Z
dc.date.available2014-12-08T15:35:16Z
dc.date.issued2013en_US
dc.description.abstractIn 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 Beagleboard. 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.en_US
dc.identifier.doi10.1109/SMC.2013.431en_US
dc.identifier.isbn978-1-4799-0652-9en_US
dc.identifier.issn1062-922Xen_US
dc.identifier.journal2013 IEEE INTERNATIONAL CONFERENCE ON SYSTEMS, MAN, AND CYBERNETICS (SMC 2013)en_US
dc.identifier.urihttp://dx.doi.org/10.1109/SMC.2013.431en_US
dc.identifier.urihttps://ir.lib.nycu.edu.tw/handle/11536/23909
dc.identifier.wosnumberWOS:000332201902109
dc.language.isoen_USen_US
dc.subjectemotion recognitionen_US
dc.subjecthuman-robot interactionen_US
dc.subjectemotional modelen_US
dc.titleEmbedded Design of an Emotion-Aware Music Playeren_US
dc.typeProceedings Paperen_US

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