The English-speaking world still hasn't really agreed upon a term for that decade, especially in America, where "aught" and "nought" are rarely used words. (We tend to use "zero" instead, and "the zeroes" doesn't exactly roll off the tongue.)

https://en.wikipedia.org/wiki/Aughts