Work

Diffusion models for music generation

Year: 2024

Type: other

Abstract: In this work, we aim to research the possibility of applications of diffusion models for the task of symbolic audio generation. We will implement and train a diffusion model, comparing its performance against other popular models for music generation. By providing results and analysis, this study aims to demonstrate the advantages of DDPMs for music generation and to create a foundation for future research in the use of generative models in music generation.

Source: Electronic Kyiv-Mohyla Academy Institutional Repository (National University of Kyiv-Mohyla Academy)

Author: Савкін, Гліб

Language: English

Topic: Music Technology and Sound Studies

Subfield: Music

Field: Arts and Humanities

Domain: Social Sciences

Open Access status: green

OpenAlex ID: W7198265571

Cites: 14

Cited by:

Related to: 10