Update README.md

README.md

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-license: apache-2.0
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+---
+license: apache-2.0
+pipeline_tag: audio-to-audio
+tags:
+- comfyui
+- audio2audio
+- audio
+---
+
+## NovaSR: Pushing the Limits of Extreme Efficiency in Audio Super-Resolution
+
+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.
+
+
+### Details
+* **Model Size:** 52kb for pytorch version
+* **Input Rate:** 16kHz
+* **Output Rate:** 48kHz
+* **Inference Speed:** 300-3500x realtime depending on gpu
+* **Mono**
+
+## Comparisons
+Comparisons were done on A100 gpu. Higher realtime means faster processing speeds.
+Comparison on CPU are coming soon.
+
+| Model         | Speed (Real-Time) | Model Size |
+| :------------ | :---------------- | :--------- |
+| **NovaSR** | **3600x realtime** | **~52 KB** |
+| FlowHigh      | 20x realtime        | ~450 MB     |
+| FlashSR       | 14x realtime        | ~1000 MB     |
+| AudioSR       | 0.6x realtime    | ~6000 MB     |
+
+## Usage
+
+Please check out the github repo for usage: https://github.com/Saganaki22/ComfyUI-NovaSR 
+
+Original Repo: https://github.com/ysharma3501/NovaSR
+
+If you find the model/code helpful, stars or likes would be appreciated.
+Thank you.