I tried washing the shoes in the washing machine, and while it helped a bit initially, after 1 or 2 sessions its back to the same.
Changing socks doesn't sound like a good option, I would have to change every 15 minutes, preventing proper flow of training.
I had a look at an electric shoe dryer...