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  ---
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  license: apache-2.0
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  pipeline_tag: audio-to-audio
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  This is the model for NovaSR, a tiny 50kb audio upsampling model that upscales muffled 16khz audio into clear and crisp 48khz audio at speeds from 100-3500x realtime.
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- ![image](https://cdn-uploads.huggingface.co/production/uploads/63473b59e5c0717e6737b872/43tQTMGNSgD3ABnabat44.png)
 
 
 
 
 
 
 
 
 
 
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  ### Details
 
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  * **Model Size:** 52kb for pytorch version
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  * **Input Rate:** 16kHz
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  * **Output Rate:** 48kHz
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  * **Mono**
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  ## Comparisons
 
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  Comparisons were done on A100 gpu. Higher realtime means faster processing speeds.
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  Comparison on CPU are coming soon.
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  Original Repo: https://github.com/ysharma3501/NovaSR
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  If you find the model/code helpful, stars or likes would be appreciated.
 
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  Thank you.
 
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+ # Custom Node for ComfyUI
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  ---
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  license: apache-2.0
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  pipeline_tag: audio-to-audio
 
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  This is the model for NovaSR, a tiny 50kb audio upsampling model that upscales muffled 16khz audio into clear and crisp 48khz audio at speeds from 100-3500x realtime.
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+ ### Audio Samples
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+ **Before Processing (16kHz):**
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+ <audio controls>
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+ <source src="samples/speech_sample_before.mp3" type="audio/mpeg">
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+ Your browser does not support the audio element.
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+ </audio>
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+
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+ **After Processing (48kHz):**
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+ <audio controls>
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+ <source src="samples/speech_sample_after.mp3" type="audio/mpeg">
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+ Your browser does not support the audio element.
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+ </audio>
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+ ![image](https://cdn-uploads.huggingface.co/production/uploads/63473b59e5c0717e6737b872/43tQTMGNSgD3ABnabat44.png)
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  ### Details
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+
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  * **Model Size:** 52kb for pytorch version
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  * **Input Rate:** 16kHz
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  * **Output Rate:** 48kHz
 
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  * **Mono**
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  ## Comparisons
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+
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  Comparisons were done on A100 gpu. Higher realtime means faster processing speeds.
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  Comparison on CPU are coming soon.
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  Original Repo: https://github.com/ysharma3501/NovaSR
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  If you find the model/code helpful, stars or likes would be appreciated.
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  Thank you.