Automated Classification of Emotions Using Song Lyrics
This thesis explores the classification of emotions in song lyrics, using automatic approaches applied to a novel corpus of 100 popular songs. I use crowd sourcing via Amazon Mechanical Turk to collect line-level emotions annotations for this collection of song lyrics. I then build classifiers that...
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| Format: | Others |
| Language: | English |
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University of North Texas
2012
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| Online Access: | https://digital.library.unt.edu/ark:/67531/metadc177253/ |