Ken is a member of the entertainment industry Melvoin family. He is the grandson of character actor Don Melvoin. He is also related to musicians Wendy Melvoin (Prince and the Revolution), Susannah Melvoin, Jonathon Melvoin (Smashing Pumpkins), musician/president of recording academy Mike Melvoin, and Producer/Showrunner Jeff Melvoin.