Deshpande was born to Vimala (विमला) and Purushottam Yashawant Deshpande (पुरुषोत्तम यशवंत देशपांडे) in Nagpur on 19 October 1929.
She did MA in Political Science from Nagpur, India, She also studied Fergusson College, Pune.