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@@ -22,14 +22,20 @@ This model is for research and development only.
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  ## Usage
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  Directly try our [**Gradio Interactive Demo**](https://huggingface.co/spaces/nvidia/RE-USE) by uploading your noisy audio/video !!
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- ## Environment
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- Pre-built Docker environments can be downloaded [here](https://github.com/RoyChao19477/SEMamba?tab=readme-ov-file#-docker-support) to simplify setup.
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- If you need bandwidth extension:
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  ```bash
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  pip install resampy
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  ```
 
 
 
 
 
 
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  ## Inference
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  Follow the simple steps below to generate enhanced speech using our model:
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  1. Place your noisy speech files in the folder `noisy_audio/`
 
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  ## Usage
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  Directly try our [**Gradio Interactive Demo**](https://huggingface.co/spaces/nvidia/RE-USE) by uploading your noisy audio/video !!
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+ ## Environment Setup
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+ 1. Pre-built Docker environments can be downloaded [here](https://github.com/RoyChao19477/SEMamba?tab=readme-ov-file#-docker-support) to simplify **Mamba** setup.
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+ 2. If you need bandwidth extension:
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  ```bash
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  pip install resampy
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  ```
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+ 3. Download and navigate to the HuggingFace repository:
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+ ```
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+ huggingface-cli download nvidia/RE-USE --local-dir ./REUSE --local-dir-use-symlinks False
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+ cd ./REUSE
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+ ```
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+
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  ## Inference
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  Follow the simple steps below to generate enhanced speech using our model:
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  1. Place your noisy speech files in the folder `noisy_audio/`