As a white person, I'm fine with jokes at my expense, so long as they are actually funny, and not delivered maliciously. This struck true, and doesn't seem to be malicious.
I would love a world where "racist" jokes are a non-issue for everyone. Unfortunately there are enough racists who hide behind "it's just a joke". Till then, I will continue to fight for equality.