Hit song science: a comprehensive survey and research directions

DB Seufitelli, GP Oliveira, MO Silva… - Journal of New Music …, 2023 - Taylor & Francis
Hit Song Science (HSS) is an emerging topic that aims to unveil the success dynamics
within the music industry. Considering the growth of the area, we provide a comprehensive …

Novel mathematical model for the classification of music and rhythmic genre using deep neural network

SA Patil, G Pradeepini, TR Komati - Journal of Big Data, 2023 - Springer
Abstract Music Genre Classification (MGC) is a crucial undertaking that categorizes Music
Genre (MG) based on auditory information. MGC is commonly employed in the retrieval of …

What makes a viral song? Unraveling music virality factors

GP Oliveira, AP Couto da Silva, MM Moro - Proceedings of the 16th ACM …, 2024 - dl.acm.org
The viral phenomenon is present in several contexts, combining the advantages of
streaming platforms and other social networks. Music is no exception. Viral songs are widely …

Hot streaks in the music industry: identifying and characterizing above-average success periods in artists' careers

GP Oliveira, MO Silva, DB Seufitelli, GRG Barbosa… - Scientometrics, 2023 - Springer
In this work, we reveal fundamental patterns that appear in individual musical careers. Such
careers may go through ups and downs depending on the current market moment and …

Unveiling music genre structure through common-interest communities

Z Jiang, HN Huynh - Social Network Analysis and Mining, 2022 - Springer
Using a dataset of more than 90,000 metal music reviews written by over 9000 users in a
period of 15 years, we analyse the genre structure of metal music with the aid of review text …

MGD+: An Enhanced Music Genre Dataset with Success-based Networks

DB Seufitelli, GP Oliveira, MO Silva… - Dataset Showcase …, 2023 - sol.sbc.org.br
Streaming platforms like Spotify have revolutionized music consumption, generating big
volumes of data on hit songs. Such data serve as input to analyzing the music community …

From compact discs to streaming: A comparison of eras within the Brazilian market

DB Seufitelli, GP Oliveira, MO Silva… - Revista …, 2022 - periodicos.unespar.edu.br
The music industry has undergone many changes in the last few decades, notably since
vinyl, cassettes and compact discs faded away as streaming platforms took the world by …

Hot streaks in the Brazilian music market: A comparison between physical and digital eras

GRG Barbosa, BC Melo, GP Oliveira… - Simpósio Brasileiro de …, 2021 - sol.sbc.org.br
Consuming music through streams has made huge volumes of data available. We collect a
part of such data and perform cross-era comparative analyses between physical and digital …

Automatic music genre classification based on linguistic frequencies using machine learning

MS Rao, OP Kalyan, NN Kumar… - … on Recent Advances …, 2021 - ieeexplore.ieee.org
Classifying various music into its genre has a lot of applications in the real world. It plays an
important role in several online music streaming services such as Gaana, Spotify etc. Most of …

[PDF][PDF] Ciência de dados com reprodutibilidade usando jupyter

JF Pimentel, GP Oliveira, MO Silva… - … de Atualização em …, 2021 - researchgate.net
Ciência de Dados tornou-se um tópico de pesquisa emergente na Ciência da Computação
devido ao crescente interesse em extrair conhecimento de diferentes fontes de dados …