aRI0U / VQCPC-examples

VQ-CPC examples

This repository contains a few musical examples generated from an alternative of VQ-CPC that I implemented during my research internship at Sony CSL Paris. Networks have been trained on the NES Music Database.

This repo contains 4 folders:

• clusters/ that regroups subsequences from the dataset that are encoded by the same code
• baseline/ that contains generations produced by a baseline Transformer without codes
• VQCPC/ that contains variations generated by my model
• linear_VQCPC that contains variations generated by my model, with the relative attention function replaced by a linear attention

For each variation, the original sample and the variation are concatenated in the same audio file, with a pause of 1 second between the samples.