Music genre recognition using spectrograms with harmonic-percussive sound separation. - Rafael de Lima Aguiar; Yandre Maldonado e Gomes da Costa; Loris Nanni (SCCC, 2016)

Using spectrogram to detect North Atlantic right whale calls from audio recordings. - Guilherme Kamizake de Freitas; Yandre Maldonado e Gomes da Costa; Rafael de Lima Aguiar (SCCC, 2016)

Exploring Data Augmentation to Improve Music Genre Classification with ConvNets. - Rafael de Lima Aguiar; Yandre M. G. Costa; Carlos Nascimento Silla Jr. (IJCNN, 2018)

Bird and whale species identification using sound images. - Loris Nanni; Rafael de Lima Aguiar; Yandre M. G. Costa; Sheryl Brahnam; Carlos Nascimento Silla Jr.; Ricky L. Brattin; Zhao Zhao (IET Comput. Vis., 2018)

Recent Studies About Teaching Algorithms (CS1) and Data Structures (CS2) for Computer Science Students. - Davi Bernardo Silva; Rafael de Lima Aguiar; Diogo Steinke Dvconlo; Carlos N. Silla (FIE, 2019)

Representation Learning vs. Handcrafted Features for Music Genre Classification. - Rodolfo Miranda Pereira; Yandre M. G. Costa; Rafael de Lima Aguiar; Alceu S. Britto Jr.; Luiz E. S. Oliveira; Carlos N. Silla (IJCNN, 2019)

Identification of Infants' Cry Motivation Using Spectrograms. - Gustavo Zanoni Felipe; Rafael de Lima Aguiar; Yandre M. G. Costa; Carlos N. Silla; Sheryl Brahnam; Loris Nanni; Shannon McMurtrey (IWSSIP, 2019)

Ensemble of convolutional neural networks to improve animal audio classification. - Loris Nanni; Yandre M. G. Costa; Rafael de Lima Aguiar; Rafael B. Mangolin; Sheryl Brahnam; Carlos N. Silla (EURASIP J. Audio Speech Music. Process., 2020)

Automatic Classification of Infant's Cry Using Data Balancing and Hierarchical Classification Techniques. - Matheus H. C. Sudul; Rafael de Lima Aguiar; Yandre M. G. Costa; Sheryl Brahnam; Shannon McMurtrey; Loris Nanni; Carlos N. Silla (IWSSIP, 2023)