What Strikes the Strings of Your Heart?-Multi-Label Dimensionality Reduction for Music Emotion Analysis via Brain Imaging

After 20 years of extensive study in psychology, some musical factors have been identified that can evoke certain kinds of emotions. However, the underlying mechanism of the relationship between music and emotion remains unanswered. This paper intends to find the genuine correlates of music emotion...

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Veröffentlicht in:	IEEE transactions on autonomous mental development 2015-09, Vol.7 (3), p.176-188
Hauptverfasser:	Yang Liu, Yan Liu, Chaoguang Wang, Xiaohong Wang, Peiyuan Zhou, Yu, Gino, Chan, Keith C. C.
Format:	Artikel
Sprache:	eng
Schlagworte:	Bilinear multi-emotion similarity preserving embedding (BME-SPE) brain imaging Brain modeling Classification Construction Correlation Electroencephalography electroencephalography (EEG) electroencephalography (EEG)-based emotion smoothing Emotions Feature extraction multi-label dimensionality reduction Multiple signal classification Music music emotion analysis Reduction Smoothing methods Strikes
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