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Listen to our [audio samples](http://research.spa.aalto.fi/publications/papers/icassp22-denoising/)
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Listen to our [audio samples](http://research.spa.aalto.fi/publications/papers/icassp22-denoising/)
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[](https://colab.research.google.com/github/eloimoliner/denoising-historical-recordings/blob/colab/colab/demo.ipynb)
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## Requirements
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## Requirements
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You will need at least python 3.7 and CUDA 10.1 if you want to use GPU. See `requirements.txt` for the required package versions.
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You will need at least python 3.7 and CUDA 10.1 if you want to use GPU. See `requirements.txt` for the required package versions.
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## Denoising Recordings
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## Denoising Recordings
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You can denoise your recordings in the cloud using the Colab notebook. [](https://colab.research.google.com/github/eloimoliner/denoising-historical-recordings/blob/colab/colab/demo.ipynb)
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You can denoise your recordings in the cloud using the Colab notebook. [](https://colab.research.google.com/github/eloimoliner/denoising-historical-recordings/blob/master/colab/demo.ipynb)
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Otherwise, run the following commands to clone the repository and install the pretrained weights of the two-stage U-Net model:
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Otherwise, run the following commands to clone the repository and install the pretrained weights of the two-stage U-Net model:
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