---
license: mit
tags:
- saxophone
- tenor
- alto
- baritone
- demucs
---
# Saxophone Source Separation model

- paper: [https://arxiv.org/abs/2405.16687](https://arxiv.org/abs/2405.16687)

Source separation model trained for the paper: 

> Reconstructing the Charlie Parker Omnibook using an audio-to-score automatic transcription pipeline
> Xavier Riley and Simon Dixon
> SMC 2024, Porto, Portugal

Separates tenor sax cleanly but struggles a little with high register playing.

## Dependencies

```
pip install demucs==3.0.6
```

## Usage

```
python -mdemucs --repo . -n filosax_demucs_v3_14.22_SDR.th -o . input.wav
```

## Alternative

For an alternative you could also check out the UVR Wind model

```
pip install audio-separator[gpu] # or leave off [gpu] if you only have CPU
audio-separator -m 17_HP-Wind_Inst-UVR.pth input.wav
```