| language: en | |
| tags: | |
| - audio | |
| - diffusion | |
| - generative | |
| # WindGenerator | |
| DDPM diffusion model trained on mel spectrograms of wind recordings. | |
| - Architecture: UNet2DModel, 2.5M parameters | |
| - Training: 74,000 steps on 1,966 wind clips | |
| - Output: ~10s wind audio via Griffin-Lim reconstruction | |
| ## Usage | |
| See [GitHub repository](https://github.com/alpercagan/WindGenerator) for full pipeline and Colab demo. | |