Voyeur

A voyeur is someone who engages in voyeurism. This the act of secretly watching someone in a sexual context for the purposes of sexual gratification. So yeah... it basically means that some schlub is whacking his taffy while peeping at a chick getting undressed through the keyhole of her door.