Could be the leather/soles of your shoes have a bad reaction to sweat. I experience this prob when I used a particular brand of shoe. If you don't have a history of foot odour problem, I think this might be the problem. Try using a different brand/material of shoe.

Changing the in-sole sometimes helps, but it did not in my case. I just ditched my shoe, and got a new pair, no prob di.