Natural language processing of lyrics

TitleNatural language processing of lyrics
Publication TypeConference Paper
Year of Publication2005
AuthorsG. Mahedero, J., Cano P., Martinez A., Gouyon F., & Koppenberger M.
AbstractWe 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 documentfiles/publications/9d0455-ACM-MM-2005-JPGMahedero-PCano-AMartinez.pdf
intranet