A. Goulart, Carlos Dias Maciel, R. Guido, Katia Cristina Silva Paulo, Ivan Nunes da Silva
{"title":"Music Genre Classification Based on Entropy and Fractal Lacunarity","authors":"A. Goulart, Carlos Dias Maciel, R. Guido, Katia Cristina Silva Paulo, Ivan Nunes da Silva","doi":"10.1109/ISM.2011.94","DOIUrl":null,"url":null,"abstract":"In this letter, we present an automatic music genre classification scheme based on a Gaussian Mixture Model (GMM) classifier. The proposed technique adopts entropies and lacunarities as features for the classifications. Tests were carried out with four styles of Brazilian music, namely Ax ´e, Bossa Nova, Forro ´, and Samba.","PeriodicalId":339410,"journal":{"name":"2011 IEEE International Symposium on Multimedia","volume":"31 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2011-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"6","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"2011 IEEE International Symposium on Multimedia","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/ISM.2011.94","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 6
Abstract
In this letter, we present an automatic music genre classification scheme based on a Gaussian Mixture Model (GMM) classifier. The proposed technique adopts entropies and lacunarities as features for the classifications. Tests were carried out with four styles of Brazilian music, namely Ax ´e, Bossa Nova, Forro ´, and Samba.