Overview
The production need was to create convincing mechanical creature voices without relying entirely on handcrafted sound design for every variant. The project framed this as a domain transfer problem between organic vocal inputs and stylized machinery-like outputs.
The resulting system used GAN-based style transfer ideas and signal processing considerations to create a practical transformation pipeline. The work was applied in the production context of Lies of P, where consistency, speed, and artistic usability mattered as much as raw novelty.