No. Someone does it to them -- he's called the Millennium Earl, and he uses the akuma as his own personal army.

That's why people like me exist, Exorcists, who can put the suffering souls to rest and stop him from tormenting them and harming the still-living. [he feels a wistful pang as he says it. it was nice when it was that simple]