Gasparyan was born in Yerevan, and graduated in 1984 from Yerevan State Pedagogical University, with a major in History and Pedagogy at the Department of History and Geography Studies.
In 1991, Gasparyan defended his thesis and was awarded candidacy for a PhD in History.