Music generation with deep learning techniques

• المؤلف الرئيسي: Low, Paul Solomon Si En
• مؤلفون آخرون: Alexei Sourin
• التنسيق: Final Year Project
• اللغة: English
• منشور في: Nanyang Technological University 2024
• الموضوعات: Computer and Information Science; Deep learning; Music generation; Transformers; Music to text; Neural networks
• الوصول للمادة أونلاين: https://hdl.handle.net/10356/175113
• المؤسسة: 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...