Publications (your selection)

This is a selection of scientific publications from members of our group. To see the full list, click here .

Keywords: Audio Classification
Keywords: Audio Classification
2012
[9] Comparing Textural Features for Music Genre Classification (Y. Costa, L. Oliveira, A. Koerich, F. Gouyon), In WCCI 2012 IEEE World Congress on Computational Intelligence - Brisbane, Australia, 2012. [bib] [pdf]
[8] Music genre classification using LBP textural features (Y. Costa, L. Oliveira, A. Koerich, F. Gouyon, J. Martins), In Signal Processing, volume 92, 2012. [bib] [pdf] [doi]
2011
[7] Classificação de Gêneros Musicais por Texturas no Espaço de Frequência (Y. Costa, L. Oliveira, A. Koerich, F. Gouyon), In XXXVIII Seminário Integrado de Software e Hardware, Congresso da Sociedade Brasileira de Computação, 2011. [bib] [pdf]
[6] Short-term feature space and Music Genre Classification (G. Marques, T. Langlois, F. Gouyon, M. Lopes, M. Sordo), In Journal of New Music Research, volume 40, 2011. [bib] [pdf]
[5] Three Current Issues in Music Autotagging (G. Marques, M. Domingues, T. Langlois, F. Gouyon), In International Society for Music Information Retrieval Conference, 2011. [bib] [pdf]
[4] Music Genre Recognition Using Spectrograms (Y. Costa, L. Oliveira, A. Koerich, F. Gouyon), In International Conference on Systems, Signals and Image Processing, 2011. [bib] [pdf]
2010
[3] On the Suitability of State-of-the-art Music Information Retrieval Methods for Analyzing, Categorizing and Accessing Non-Western and Ethnic Music Collections (T. Lidy, C. Silla Jr., O. Cornelis, F. Gouyon, A. Rauber, C. Kaestner, A. Koerich), In Signal Processing, volume 90, 2010. [bib] [pdf]
[2] Additional evidence that common low-level features of individual audio frames are not representative of music genres (G. Marques, M. Lopes, M. Sordo, T. Langlois, F. Gouyon), In Sound and Music Computing Conference, 2010. [bib] [pdf]
[1] Selection of Training Instances for Music Genre Classification (M. Lopes, F. Gouyon, A. Koerich, L. Oliveira), In International Conference on Pattern Recognition, 2010. [bib] [pdf]
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