Next Bar Predictor: An Architecture in Automated Music Generation

• Main Authors: Dungan, Belinda M., Fernandez, Proceso L, Jr
• Format: text
• Published: Archīum Ateneo 2020
• Subjects: bars; computational modeling; predictive models; decision trees; multilayer perceptrons; training; machine learning; computer generated music; artificial intelligence; Artificial Intelligence and Robotics; Computer Sciences; Music
• Online Access: https://archium.ateneo.edu/discs-faculty-pubs/229; https://ieeexplore.ieee.org/document/9182341
• Institution: Ateneo De Manila University

Music generation has been an active field of research in computer science and is considered as a creative task attempting to imitate human creativity. With the different approaches to generate musical content, recent works have focused on general adversarial networks. One of these is the Midinet, wh...