No, Americans don't have "white privilege", and in fact there's no such thing. That is a totally fabricated concept that the Left came up with in order to cause racial division and hatred.
There. Now I don't have to watch that video, either.
If you had watched the video you would have seen a bunch of white people claim that all white people have white privilege, as well are all racist. Then they were asked of a an example of how they exercised white privilege recently, and they couldn't give an answer. Then they were asked if it's wrong to judge people collectively, and right after judging people collectively, they said it was wrong.
Then they asked black people in Harlem if they wake up everyday thinking about white privilege, and they said they don't.
This is a contrived controversy that only serves to satisfy progressives' belief that racism is rampant in this country; when it's not.
There, now you've watched the video