I've always assumed the tinnitus arises from some sort of AGC, automatic gain control, in the auditory system, such that when something is damaged and the signal disappears, the brain will just turn up the gain until the noise is about the level it expects the signal to be.

At least my experience with AGC is that it's useless because times of silence ends up just being filled with noise... "audio system tinnitus..."