Jader Froes


2020

bib
A Comparison of Identification Methods of Brazilian Music Styles by Lyrics
Patrick Guimarães | Jader Froes | Douglas Costa | Larissa Freitas
Proceedings of the Fourth Widening Natural Language Processing Workshop

In our work, we applied different techniques for the task of genre classification using lyrics. Utilizing our dataset with lyrics of typical genres in Brazil divided into seven classes, we apply some models used in machine learning and deep learning classification tasks. We explore the performance of usual models for text classification using an input in the Portuguese language. We also compare the use of RNN and classic machine learning approaches for text classification, exploring the most used methods in the field.