No. He based it on Alex DeLarge.
I read an article/interview on him where he talked about him locking himself in hotel room for 30 days with nothing but a copy of some book that he used to get himself into character. Sounded kind of creepy to be honest.
Also to throw another twist into this Tom Waits acted in Heath Ledgers final movie "The Imaginarium of Doctor Parnassus".