Depends. If it's the usual high-pitched voice then I mute it. I found Wizard/Magician Girl's voice slightly less irritating than Shinobi Girls, but neither of them compare to Tiki's sexy voice from from Fairy Fighting.
As far as them saying "It hurts" and other such hentai standard phrases, I'd prefer just straight moans, no words.