Music emotion classification of chinese songs based on lyrics using TF*IDF and rhyme | |
Wang, Xing ; Chen, Xiaoou ; Yang, Deshun ; Wu, Yuqian | |
2011 | |
英文摘要 | This paper presents the outcomes of research into an automatic classification system based on the lingual part of music. Two novel kinds of short features are extracted from lyrics using tf*idf and rhyme. Meta-learning algorithm is adapted to combine these two sets of features. Results show that our features promote the accuracy of classification and meta-learning algorithm is effective in fusing the two features. ? 2011 International Society for Music Information Retrieval.; EI; 0 |
语种 | 英语 |
内容类型 | 其他 |
源URL | [http://ir.pku.edu.cn/handle/20.500.11897/321456] |
专题 | 计算机科学技术研究所 |
推荐引用方式 GB/T 7714 | Wang, Xing,Chen, Xiaoou,Yang, Deshun,et al. Music emotion classification of chinese songs based on lyrics using TF*IDF and rhyme. 2011-01-01. |
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