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For this reason, in this paper, we present the Ethnic Lyrics Fetcher (ELF), a tool for Music Information Researchers, which has a novel lyrics detection and extraction mechanism. We performed two experiments to evaluate ELF\u2019s lyrics extraction mechanism and its performance as a lyrics fetcher tool. Our experimental results show that ELF performs better than the current state of the art, using website-specific lyrics fetchers or manually retrieving the lyrics from the web.<\/jats:p>","DOI":"10.1186\/s13636-014-0027-4","type":"journal-article","created":{"date-parts":[[2014,9,4]],"date-time":"2014-09-04T11:04:12Z","timestamp":1409828652000},"update-policy":"http:\/\/dx.doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":2,"title":["The Ethnic Lyrics Fetcher tool"],"prefix":"10.1186","volume":"2014","author":[{"given":"Rafael P","family":"Ribeiro","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Murilo AP","family":"Almeida","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Carlos N","family":"Silla Jr","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","published-online":{"date-parts":[[2014,9,4]]},"reference":[{"key":"27_CR1","first-page":"411","volume-title":"Lyric text mining in music mood classification","author":"X Hu","year":"2009","unstructured":"X Hu, JS Downie, AF Ehmann, in Proceedings of the 10th International Society for Music Information Retrieval Conference (ISMIR). 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