Using Circular Models to Improve Music Emotion Recognition

The two commonly accepted models of affect used in affective computing are categorical and two-dimensional. However, categorical models are limited to datasets that only contain music for which human annotators fully agree upon, while two-dimensional models use descriptors to which users may not relate to (e.g., Valence and Arousal). This paper explores the hypothesis that the music emotion proble...