Hierarchical Dirichlet Process Mixture Model for Music Emotion Recognition

This study proposes a novel multi-label music emotion recognition (MER) system. An emotion cannot be defined clearly in the real world because the classes of emotions are usually considered overlapping. Accordingly, this study proposes an MER system that is based on hierarchical Dirichlet process mi...

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Veröffentlicht in:	IEEE transactions on affective computing 2015-07, Vol.6 (3), p.261-271
Hauptverfasser:	Wang, Jia-Ching, Lee, Yuan-Shan, Chin, Yu-Hao, Chen, Ying-Ren, Hsieh, Wen-Chi
Format:	Artikel
Sprache:	eng
Schlagworte:	Computational modeling Context Data models Discriminant analysis Discriminant method Emotion recognition hierarchical Dirichlet process mixture model Linear discriminant analysis music annotation and retrieval music emotion recognition Semantics Testing
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