I prefer female but I probably have 50/50 male-female on my ipod.
Male voices tend to sound the same for me. Like country singers sound the same, singer/songwriter guys with guitars, R&B/soul singers. I even hear similar voices like the lead singer of Passenger.
That goes without saying, there are a lot of female voices that sound the same as well but I feel like females have more distinctiveness.