ArchiSound: Audio Generation with Diffusion

Understand

The recent surge in popularity of diffusion models for image generation has brought new attention to the potential of these models in other areas of media generation.

• One area that has yet to be fully explored is the application of diffusion models to audio generation.
• Audio generation requires an understanding of multiple aspects, such as the temporal dimension, long term structure, multiple layers of overlapping sounds, and the nuances that only trained listeners can detect.
• In this work, we investigate the potential of diffusion models for audio generation.