Nilanjana is one of the few female representatives of the gwalior gharana of this generation. Born in Chandannagar, near Kolkata, her Traning in vocal music began at home, where she learnt from her mother, Jayanti Roy. Later, she migrated to Kolkata to pursue training in Hindustani vocal music from her uncle, Sri Kumar Roy of the Kirana Gharana.