Music generation with deep learning techniques

• Main Author: Low, Paul Solomon Si En
• Other Authors: Alexei Sourin
• Format: Final Year Project
• Language: English
• Published: Nanyang Technological University 2024
• Subjects: Computer and Information Science; Deep learning; Music generation; Transformers; Music to text; Neural networks
• Online Access: https://hdl.handle.net/10356/175113
• Institution: Nanyang Technological University

This research paper studies the development and performance of a Text-to-Music Transformer model. The main objective is to investigate the generative potential of the multimodal transformation, where textual input is converted into musical scores in MIDI format. A comprehensive literature review on...