I think it's a member of BACK ON, doing the back vocals. Although his voice isn't as good, I like that all three of them add to the energy of the performance.
@Ren' ai: YES! I just listened to it to see if you were right, and she totally does say '*****!' loud and clear, hahaha! I didn't notice that before, LOL.