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Natural language processing of lyrics
| Title | Natural language processing of lyrics |
| Publication Type | Conference Paper |
| Year of Publication | 2005 |
| Authors | G. Mahedero, J. , Cano P. , Martinez A. , Gouyon F. , & Koppenberger M. |
| Abstract | We report experiments on the use of standard natural language processing (NLP) tools for the analysis of music lyrics. A significant amount of music audio has lyrics. Lyrics encode an important part of the semantics of a song, therefore their analysis complements that of acoustic and cultural metadata and is fundamental for the development of complete music information retrieval systems. Moreover, a textual analysis of a song can generate ground truth data that can be used to validate results from purely acoustic methods. Preliminary results on language identification, structure extraction, categorization and similarity searches suggests that a lot of profit can be gained from the analysis of lyrics. |
| preprint/postprint document | files/publications/9d0455-ACM-MM-2005-JPGMahedero-PCano-AMartinez.pdf |
