Welcome to the supplemental material for the ISMIR 2023 submission “VampNet: Music Generation via Masked Acoustic Token Modeling”. Here, we showcase different use cases of VampNet as a music creation tool, and create musical loops and variations from short musical excerpts.

Read the paper:

Read the paper here:

Try the code here.

Click on any of the links below to listen to VampNet!

Using VampNet Creatively

Making Loops and Variations

unloop, a looper that doesn’t repeat itself


(bonus) fine-tuning with LoRA!

Audio examples from the paper experiments

Audio Quality vs. Amount of Compression

Effect of Prompt on Generation Quality

Number of Sampling Steps