BassGAN

A Generative Adversarial Network (GAN) model for generating bass lines from musical stems.

Setup

pip install -r requirements.txt

Usage

• See MoisesDB for details on downloading the dataset.
• Once the dataset is downloaded, set the MOISES_DATA_PATH in prep data to point at the directory you downloaded to.
• Set the CHUNK_FILES_DIR to the output dir from the prep data job.
• Use the following command to run the training:

python train.py

See train.py for more details of flags and hyperparameters.

For best results, use the Lightning.ai platform and a GPU.