Lorraine Feather was born in Manhattan. Her parents named her Billie Jane Lee Lorraine after godmother Billie Holiday, her mother Jane (formerly a big band singer), her mother’s ex-roommate Peggy Lee, and the song “Sweet Lorraine.” She is the daughter of the late jazz writer Leonard Feather.