README.md

Install Packages

1. python3 -m venv env
2. source env/bin/activate
3. pip install -e .
4. git submodule update --init --recursive
5. pip install -e umx

Download GuitarFX Dataset

./scripts/download_egfx.sh

Train model

1. Change Wandb variables in shell_vars.sh and source shell_vars.sh
2. python scripts/train.py exp=audio_diffusion or
3. python scripts/train.py exp=umx or
4. python scripts/train.py exp=demucs

To add gpu, add trainer.accelerator='gpu' trainer.devices=-1 to the command-line

Ex. python train.py exp=umx trainer.accelerator='gpu' trainer.devices=-1

Effects

Default effect is RAT (distortion). Effect choices:

• BluesDriver
• Clean
• Flanger
• Phaser
• RAT
• Sweep Echo
• TubeScreamer
• Chorus
• Digital Delay
• Hall Reverb
• Plate Reverb
• Spring Reverb
• TapeEcho

Change effect by adding +datamodule.dataset.effect_types=["{Effect}"] to the command-line