Below you can read the papers of the past Conferences
New Music Concepts 2020
ISBN:
978-88-944350-3-0
Author(s):
Nermin Naguib J. Siphocly, El-Sayed M. El-Horbaty, Abdel-Badeeh M. Salem
Abstract:
Generating a secondary melody for a given main melody is challenging and relies on human musical experience more than theoretical rules. The aim of this paper is to propose an intelligent method for automating secondary melody generation using artificial neural networks. Experimental results are presented
and discussed highlighting the best practices for minimizing the network error
function. When trained on 3000 sample the network was successfully trained
reaching a loss value of 0.05 after 2000 iteration.
Keywords:
Adaptive Moment Estimation, Artificial Intelligence, Artificial Neural Networks, Computer Music, Machine Learning