Remove Odors from a Leather Watchstrap. If the watch strap has stubborn stains and odors, then watch owners can remove them with a simple homemade compound. Baking soda removes odors effectively without damaging the leather. Users should make a paste out of 1 tablespoon of baking soda and 1 tablespoon of water.