Music Emotion Recognition: The Importance of Melodic Features

We study the importance of a melodic audio (MA) feature set in music emotion recognition (MER) and compare its performance to an approach using only standard audio (SA) features. We also analyse the fusion of both types of features. Employing only SA features, the best attained performance was 46.3%...

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Bibliographic Details
Main Author: Rocha, Bruno (author)
Other Authors: Panda, Renato (author), Paiva, Rui Pedro (author)
Format: other
Language:eng
Published: 2013
Subjects:
audio
machine learning
melodic features
music emotion recognition
Online Access:http://hdl.handle.net/10316/95166
Country:Portugal
Oai:oai:estudogeral.sib.uc.pt:10316/95166

Internet

http://hdl.handle.net/10316/95166

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