William Joyner grew up in Raleigh, North Carolina. He graduated high school from Ravenscroft School, the same high school from which Emily Procter, Michael C. Hall and Hughes Winborne graduated from a few years later. He received degrees in music from The Catholic University of America and The Juilliard School.