metadata
license: apache-2.0
pipeline_tag: audio-to-audio
tags:
- comfy
- comfyui
- audio2audio
- audio-to-audio
- audio-upscale
- audiosuperresolution
Custom Node for ComfyUI
https://github.com/Saganaki22/ComfyUI-NovaSR
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.
Audio Samples
Before Processing (16kHz):
After Processing (48kHz):
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.