Black artists obviously.

The early 2000s were dominated by hip-hop and R&B. That's not even considering the huge crossover acts like MJ, Whitney, Janet, Beyonce, etc.
I think the problem that a lot of Asian artists have is the cultural difference. The super cutsy image of acts like Girl's Generation are popular in Asia among all ages, but in North America, that kind of image would only appeal to children.