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1music-restoration/ # Root of the repository
2├── model.py # UFormerConfig & UFormer definitions
3├── inference.py # Inference entry-point (CLI, HF API, Gradio)
4├── requirements.txt # Dependencies: torch, soundfile, gradio, huggingface_hub
5├── .gitattributes # LFS tracking for checkpoints
6├── README.md
7└── checkpoints/ # Pretrained weights
8 ├── acoustic_guitar.pth
9 ├── bass.pth
10 ├── electric_guitar.pth
11 ├── guitars.pth
12 ├── keyboards.pth
13 ├── orchestra.pth
14 ├── rhythm_section.pth
15 ├── synth.pth
16 └── vocals.pthpip install -r requirements.txt1python inference.py \
2 --input noisy.wav \
3 --output restored.wav \
4 --checkpoint guitars1{
2 "inputs": <raw WAV bytes>,
3 "parameters": { "checkpoint": "vocals" }
4}python inference.py --serveacoustic_guitarbasselectric_guitarguitarskeyboardsorchestrarhythm_sectionsynthvocals