Multi-Modal Music Emotion Recognition: A New Dataset, Methodology and Comparative Analysis

We propose a multi-modal approach to the music emotion recognition (MER) problem, combining information from distinct sources, namely audio, MIDI and lyrics. We introduce a methodology for the automatic creation of a multi-modal music emotion dataset resorting to the AllMusic database, based on the...

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Bibliographic Details
Main Author: Panda, Renato Eduardo Silva (author)
Other Authors: Malheiro, Ricardo (author), Rocha, Bruno (author), Oliveira, António Pedro (author), Paiva, Rui Pedro (author)
Format: other
Language:eng
Published: 2013
Subjects:
music emotion recognition
machine learning
multi-modal analysis
Online Access:http://hdl.handle.net/10316/94095
Country:Portugal
Oai:oai:estudogeral.sib.uc.pt:10316/94095

Internet

http://hdl.handle.net/10316/94095

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