Music Emotion Recognition from Lyrics: A Comparative Study

We present a study on music emotion recognition from lyrics. We start from a dataset of 764 samples (audio+lyrics) and perform feature extraction using several natural language processing techniques. Our goal is to build classifiers for the different datasets, comparing different algorithms and usin...

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Bibliographic Details
Main Author: Malheiro, Ricardo (author)
Other Authors: Panda, Renato (author), Gomes, Paulo J. S. (author), Paiva, Rui Pedro (author)
Format: other
Language:eng
Published: 2013
Subjects:
language processing
lyrics
machine learning
multi-modal fusion
music emotion recognition
natural language processing
Online Access:http://hdl.handle.net/10316/95165
Country:Portugal
Oai:oai:estudogeral.sib.uc.pt:10316/95165

Internet

http://hdl.handle.net/10316/95165

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