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