Standard comms equipment normally passes 300Hz-3kHz, with increasing attenuation outside that range. So a really deep voice wouldn't work too well, nor would wearing your trousers too tight.
Playing amateur radio, female voices are often easier to understand on a noisy link, although we're not usually using AM so the characteristics will be different to VHF airband.