Whoopi isn't funny so that joke wasnt all to funny.
But even if it was a joke that is a stereotype or somehow poking fun at a culture. I find it not to be racist. It's a joke thats all.
Also I see no issue in you saying *****. Which you said "gangster voice" So it would not be the racist term but instead *****. Which has no racist stigma.