Xinxing Li — accepted AI-conference papers

2016

A deep bidirectional long short-term memory based multi-scale approach for music dynamic emotion prediction

Xinxing Li, Haishu Xianyu, Jiashen Tian, Wenxiao Chen, Fanhang Meng, Mingxing Xu +1

ICASSP 2016accepted

Music Dynamic Emotion Prediction is a challenging and significant task. In this paper, We adopt the dimensional valence-arousal (V-A) emotion model to represent the dynamic emotion in music. Considering the high context correlation among the music feature sequence and the advantage of Bidirectional…

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2016

SVR based double-scale regression for dynamic emotion prediction in music

Haishu Xianyu, Xinxing Li, Wenxiao Chen, Fanhang Meng, Jiashen Tian, Mingxing Xu +1

ICASSP 2016accepted

Dynamic music emotion prediction is to recognize the continuous emotion contained in music, and has various applications. In recent years, dynamic music emotion recognition is widely studied, while the inside structure of the emotion in music remains unclear. We conduct a data observation based on t…

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