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Genre classification of symbolic pieces of music
(Springer, 2017-06)
Automatic classification of music is a complex and interesting research problem due to the difficulties that arise when determining the musical features that should be considered for classification and the characteristics ...
Exploring different approaches for music genre classification
(2012)
In this letter, we present different approaches for music genre classification. The proposed techniques, which are composed of a feature extraction stage followed by a classification procedure, explore both the variations ...
Music Genre Classification Based on Paraconsistency
(Destech Publications, Inc, 2015-01-01)
This work aims to build an intelligent system for Music Genre Classification (MGC) based on Para-consistent Annotated Logic (LPA). Using a database composed of representative samples of songs from different styles, namely ...
Music genre classification using traditional and relational approaches
(Universidade de São Paulo - USPUniversidade Federal de São Carlos - UFSCarCentro de Robótica de São Carlos - CROBSociedade Brasileira de Computação - SBCSociedade Brasileira de Automática - SBASão Carlos, 2014-10)
Given the huge size of music collections available on the Web, automatic genre classification is crucial for the organization, search, retrieval and recommendation of music. Different kinds of features have been employed ...
New trends in musical genre classification using optimum-path forest
(2011-12-01)
Musical genre classification has been paramount in the last years, mainly in large multimedia datasets, in which new songs and genres can be added at every moment by anyone. In this context, we have seen the growing of ...
New trends in musical genre classification using optimum-path forest
(2011-12-01)
Musical genre classification has been paramount in the last years, mainly in large multimedia datasets, in which new songs and genres can be added at every moment by anyone. In this context, we have seen the growing of ...
Automatic musical genre classification using a flexible approach
(Audio Engineering SocNew YorkEUA, 2008)