You could do one of two things:
1. If you have time, you can soak them in a 10% bleach solution (1 part bleach to 10 parts water) and then let them dry well before putting them in.
2. If you're more strapped for time, you could bake them in the oven for a good while.
Or if you want to be really thorough, you could do both!