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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