Rafael de Lima Aguiar

Publication Activity (10 Years)

Years Active: 2016-2023
Publications (10 Years): 9

Top Topics

Music Genre Classification

Audio Recordings

Convolutional Neural Networks

Automatic Classification

Top Venues

EURASIP J. Audio Speech Music. Process.

Publications

Matheus H. C. Sudul, Rafael de Lima Aguiar, Yandre M. G. Costa, Sheryl Brahnam, Shannon McMurtrey, Loris Nanni, Carlos N. Silla
Automatic Classification of Infant's Cry Using Data Balancing and Hierarchical Classification Techniques. IWSSIP (2023)
Loris Nanni, Yandre M. G. Costa, Rafael de Lima Aguiar, Rafael B. Mangolin, Sheryl Brahnam, Carlos N. Silla
Ensemble of convolutional neural networks to improve animal audio classification. EURASIP J. Audio Speech Music. Process. 2020 (1) (2020)
Davi Bernardo Silva, Rafael de Lima Aguiar, Diogo Steinke Dvconlo, Carlos N. Silla
Recent Studies About Teaching Algorithms (CS1) and Data Structures (CS2) for Computer Science Students. FIE (2019)
Rodolfo Miranda Pereira, Yandre M. G. Costa, Rafael de Lima Aguiar, Alceu S. Britto Jr., Luiz E. S. Oliveira, Carlos N. Silla
Representation Learning vs. Handcrafted Features for Music Genre Classification. IJCNN (2019)
Gustavo Zanoni Felipe, Rafael de Lima Aguiar, Yandre M. G. Costa, Carlos N. Silla, Sheryl Brahnam, Loris Nanni, Shannon McMurtrey
Identification of Infants' Cry Motivation Using Spectrograms. IWSSIP (2019)
Rafael de Lima Aguiar, Yandre M. G. Costa, Carlos Nascimento Silla Jr.
Exploring Data Augmentation to Improve Music Genre Classification with ConvNets. IJCNN (2018)
Loris Nanni, Rafael de Lima Aguiar, Yandre M. G. Costa, Sheryl Brahnam, Carlos Nascimento Silla Jr., Ricky L. Brattin, Zhao Zhao
Bird and whale species identification using sound images. IET Comput. Vis. 12 (2) (2018)
Guilherme Kamizake de Freitas, Yandre Maldonado e Gomes da Costa, Rafael de Lima Aguiar
Using spectrogram to detect North Atlantic right whale calls from audio recordings. SCCC (2016)
Rafael de Lima Aguiar, Yandre Maldonado e Gomes da Costa, Loris Nanni
Music genre recognition using spectrograms with harmonic-percussive sound separation. SCCC (2016)