Alex is correct, it's a mix of gtr/Kazoo/Humming ( or just humming through comb/tissue paper )
I have the original 4 track version somewhere ( don't ask me how or who !! ) which has the
drums bounced with piano, backing vocal on the bass track and everything else on the other two !!
The guitar part isn't as "dirty" as you would think BTW