We will take the audience on the musical journey of an artificial intelligence learning how to reinvent musical instruments. Starting with digitally interpreting sounds, mimicing instruments using feed-forward neural nets, and ending with a metamorphosis of instruments using Generative Adversarial Networks.

We want to explore the unexplored, travel the rimworld of sound space! A generating network is inventing sounds, trying to please a second network, which is trained to recognize known instruments. As we tweak the settings of the generative network, we morph to a new paradigm of sounds.