@inproceedings{guimaraes-etal-2020-comparison,
title = "A Comparison of Identification Methods of {B}razilian Music Styles by Lyrics",
author = "Guimar{\~a}es, Patrick and
Froes, Jader and
Costa, Douglas and
Freitas, Larissa",
editor = "Cunha, Rossana and
Shaikh, Samira and
Varis, Erika and
Georgi, Ryan and
Tsai, Alicia and
Anastasopoulos, Antonios and
Chandu, Khyathi Raghavi",
booktitle = "Proceedings of the Fourth Widening Natural Language Processing Workshop",
month = jul,
year = "2020",
address = "Seattle, USA",
publisher = "Association for Computational Linguistics",
url = "https://aclanthology.org/2020.winlp-1.16",
doi = "10.18653/v1/2020.winlp-1.16",
pages = "61--63",
abstract = "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.",
}
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%0 Conference Proceedings
%T A Comparison of Identification Methods of Brazilian Music Styles by Lyrics
%A Guimarães, Patrick
%A Froes, Jader
%A Costa, Douglas
%A Freitas, Larissa
%Y Cunha, Rossana
%Y Shaikh, Samira
%Y Varis, Erika
%Y Georgi, Ryan
%Y Tsai, Alicia
%Y Anastasopoulos, Antonios
%Y Chandu, Khyathi Raghavi
%S Proceedings of the Fourth Widening Natural Language Processing Workshop
%D 2020
%8 July
%I Association for Computational Linguistics
%C Seattle, USA
%F guimaraes-etal-2020-comparison
%X 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.
%R 10.18653/v1/2020.winlp-1.16
%U https://aclanthology.org/2020.winlp-1.16
%U https://doi.org/10.18653/v1/2020.winlp-1.16
%P 61-63
Markdown (Informal)
[A Comparison of Identification Methods of Brazilian Music Styles by Lyrics](https://aclanthology.org/2020.winlp-1.16) (Guimarães et al., WiNLP 2020)
ACL