Juhan's father was Pärt and his mother was Annika. His paternal grandfather was Mihkel and his paternal grandmother is Margret; his maternal grandfather was Jaak and his maternal grandmother is Mai. He had a brother and four sisters, named Mihkel, Kristin, Liis, Ann and Eva. He has a half-brother named Mats.