Juhan's father is Hans and his mother is Epp. His paternal grandparents were Jaan and Katri; his maternal grandparents were Märt and Mai. He has three sisters named Mari, Ann and Ell. He had a half-brother and two half-sisters, named Mihkel, Eva and Liis.