Mud stains on tack

Went on a weekend trail ride and ended up with mud stains that will not come off. I have light colored tack and it really messed it up. Does anyone have a solution to getting the stains off? Thanks.

Well everything I have read says you can use castile soap and water on a saddle… have you tried that?