159 citations · 185 across the 10 of their papers we have counts for
4 papers · 1 filter
An adaptive music generation architecture for games based on the deep learning Transformer mode
Gustavo Amaral Costa dos Santos, Augusto Baffa, Jean-Pierre Briot +2
This paper presents an architecture for generating music for video games based on the Transformer deep learning model. Our motivation is to be able to customize the generation acco…
Music Tempo Estimation via Neural Networks -- A Comparative Analysis
Mila Soares de Oliveira de Souza, Pedro Nuno de Souza Moura, Jean-Pierre Briot
This paper presents a comparative analysis on two artificial neural networks (with different architectures) for the task of tempo estimation. For this purpose, it also proposes the…
Music Generation by Deep Learning - Challenges and Directions
Jean-Pierre Briot, François Pachet
In addition to traditional tasks such as prediction, classification and translation, deep learning is receiving growing attention as an approach for music generation, as witnessed…
Deep Learning Techniques for Music Generation -- A Survey
Jean-Pierre Briot, Gaëtan Hadjeres, François-David Pachet
This paper is a survey and an analysis of different ways of using deep learning (deep artificial neural networks) to generate musical content. We propose a methodology based on fiv…