Superphon Buzz Problem

I have a Superphon Revelation Basic that I like a lot, but the outboard transformer unit vibrates quite a bit, making enough noise to be bothersome. I had assumed the outboard unit was a power supply, but it isn't; it's just an AC voltage "down-converter," if that makes sense. Would a new transformer be in order? Or should I try and damp the vibrations somehow?