Mae was born in Los Angeles, California to Pat Musick, a voice artist, and Jeffrey Whitman, a personal manager and set construction coordinator. She began her career with a voice-over for a Tyson Chicken commercial. Whitman attended Ribét Academy, a private preparatory school in Los Angeles. She was later transferred to Whitefish Bay High School, where she graduated.
