Music emotion recognition: the role of individuality

  title={Music emotion recognition: the role of individuality},
  author={Yi-Hsuan Yang and Ya-Fan Su and Yu-Ching Lin and Homer H. Chen},
It has been realized in the music emotion recognition (MER) community that personal difference, or individuality, has significant impact on the success of an MER system in practice. However, no previous work has explicitly taken individuality into consideration in an MER system. In this paper, the group-wise MER approach (GWMER) and personalized MER approach (PMER) are proposed to study the role of individuality. GWMER evaluates the importance of each individual factor such as sex, personality… CONTINUE READING
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