Well yes, but from what I can tell, it's a very Japanese phenomenon. This hasn't really caught on in other countries, as far as I know.
Vocaloid music has a huge following in the US. It's just a subculture thing and not part of the mainstream sphere...which is a good thing.
(Admittedly, those are not unlikely all offshoots of the anime/manga/etc. fandom though.)