No offense to Gloucester but even if I had my eyes gouged out I feel like I would be able to tell if someone was my son doing a funny voice.
Gloucester couldn’t even recognize Edgar when he did have eyes, so either he has a massive case of face blindness, or Edgar’s really good at disguising himself