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rap is not going to make your girlfriend want to fuck black people
you enjoy it because your body has learned to associate the pleasure sensations of rhythm (this is an inherent thing and is the reason classical music fell very quickly after black percussion heavy music started to become relevant in the 20th century, evola has a segment on this in ride the tiger) with the aesthetic trappings of the genre
probably the easiest way to shift your preference (if not to fully correct it) is to listen to music with more beat salience (that is, the rhythm section is more comparatively prominent) than even rap, house and edm and that sort of thing
remember the human ear if presented with two pieces of music will tend to prefer the slightly louder one, all else being equal, and so to change your taste in music over time you want to listen to the things you want to start to prefer louder than the stuff you want to move away from
that said, rap really isn't going to ruin your life or your relationships
t. composer and amateur audiologist