標題: Embedded Design of an Emotion-Aware Music Player
作者: Cervantes, Carlos A.
Song, Kai-Tai
電控工程研究所
Institute of Electrical and Control Engineering
關鍵字: emotion recognition;human-robot interaction;emotional model
公開日期: 2013
摘要: 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 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.
URI: http://hdl.handle.net/11536/23909
http://dx.doi.org/10.1109/SMC.2013.431
ISBN: 978-1-4799-0652-9
ISSN: 1062-922X
DOI: 10.1109/SMC.2013.431
期刊: 2013 IEEE INTERNATIONAL CONFERENCE ON SYSTEMS, MAN, AND CYBERNETICS (SMC 2013)
起始頁: 2528
結束頁: 2533
Appears in Collections:Conferences Paper


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