Music emotion classification of chinese songs based on lyrics using TF*IDF and rhyme

Proceedings of the 12th International Society for Music Information Retrieval Conference, ISMIR 2011

Volumn , Issue , 2011, Pages 765-770

  Wang, Xing ^a   Chen, Xiaoou ^a   Yang, Deshun ^a   Wu, Yuqian ^a  

^a PEKING UNIVERSITY   (China)

Author keywords

[No Author keywords available]

Indexed keywords

ACCURACY OF CLASSIFICATIONS; AUTOMATIC CLASSIFICATION SYSTEMS; METALEARNING; MUSIC EMOTION CLASSIFICATIONS; SETS OF FEATURES;

INFORMATION RETRIEVAL;

LEARNING ALGORITHMS;

EID: 84873590604     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (15)

1. Shen guo hui. The research into the rhyme, emotions and their association. Journal of City Polytechnic ZhuHai, 2009.
2. Xiao Hu and J. Stephen Downie. WHEN LYRICS OUTPERFORM AUDIO FOR MUSIC MOOD CLASSIFICATION: A FEATURE ANALYSIS . In J. Stephen Downie and Remco C. Veltkamp, editors, 11th International Society for Music Information and Retrieval Conference, August 2010.
3. Xiao Hu, J. Stephen Downie, and Andreas F. Ehmann. LYRIC TEXT MINING IN MUSIC MOOD CLASSIFICATION. In J. Stephen Downie and Remco C. Veltkamp, editors, 10th International Society for Music Information and Retrieval Conference, August 2009.
4. Petri Juslin, Patrik N.;s Laukka. Communication of emotions in vocal expression and music performance: Different channels, same code? Psychological Bulletin, 129(5):770-814, Sep 2003.
5. Youngmoo E. Kim, Erik M. Schmidt, Raymond Migneco, Brandon G. Morton, Patrick Richardson, Jeffrey Scott, Jacquelin A. Speck, and Douglas Urnbull. Music Emotion Recognition: a State of the Art Review. In J. Stephen Downie and Remco C. Veltkamp, editors, 11th International Society for Music Information and Retrieval Conference, August 2010.
6. Qi Lu, Xiaoou Chen, Deshun Yang, and Jun Wang. BOOSTING FOR MULTI-MODAL MUSIC EMOTION . In J. Stephen Downie and Remco C. Veltkamp, editors, 11th International Society for Music Information and Retrieval Conference, August 2010.
7. Geoffrey Holmes, Bernhard Pfahringer, Peter Reutemann, Ian H. Witten, Mark Hall, Eibe Frank. The weka data mining software: An update. SIGKDD Explorations, 11, 2009.
8. J. A. Russell. A circumplex model of affect. Journal of Personality and Social Psychology, 39:1161-1178, 1980.
9. Robert E. Thayer. The biopsychology of mood and arousal. Oxford University Press, September 1989.
10. Sergey Tulyakov, Stefan Jaeger, Venu Govindaraju, and David S. Doermann. Review of classifier combination methods. In Machine Learning in Document Analysis and Recognition, pages 361-386. 2008.
11. Menno van Zaanen and Pieter Kanters. AUTOMATIC MOOD CLASSIFICATION USING TF*IDF BASED ON LYRICS. In J. Stephen Downie and Remco C. Veltkamp, editors, 11th International Society for Music Information and Retrieval Conference, August 2010.
12. Ricardo Vilalta and Youssef Drissi. A perspective view and survey of meta-learning. Artificial Intelligence Review, 18:77-95, 2002.
13. Jun Wang, Xiaoou Chen, Yajie Hu, and Tao Feng. Predicting High-level Music Semantics using Social Tags via Ontology-based Reasoning. In J. Stephen Downie and Remco C. Veltkamp, editors, 11th International Society for Music Information and Retrieval Conference, August 2010.
14. Yunqing Xia, Linlin Wang, Kam-Fai Wong, and Mingxing Xu. Sentiment vector space model for lyric-based song sentiment classification. In Proceedings of the 46th Annual Meeting of the Association for Computational Linguistics on Human Language Technologies: Short Papers, HLT-Short '08, pages 133-136, Stroudsburg, PA, USA, 2008. Association for Computational Linguistics.
15. Xiaoou Chen Yajie Hu and Deshun Yang. LYRICBASED SONG EMOTION DETECTION WITH AFFECTIVE LEXICON AND FUZZY CLUSTERING METHOD. In J. Stephen Downie and Remco C. Veltkamp, editors, 10th International Society for Music Information and Retrieval Conference, August 2009.