Practice. Preferably without pharmaceuticals. You know your problem. Now you need to will yourself to overcome it by practicing what you aren't good at.
Dude, maybe she isn't into black guys? Do you like girls of every race, creed, origin, etc? Just because SHE doesn't like you it doesn't mean there aren't plenty of other girls who do.