Juhan's father was Peeter and his mother was Mai. His paternal grandfather was Hindrik and his paternal grandmother is Ann; his maternal grandfather was Märt and his maternal grandmother is Mai. He had a brother and two sisters, named Märt, Kärt and Kristin.