From an early age, Anita Singhvi has been deeply interested in music and commenced her musical career under the guidance of Pandit KshirSagarji of Gwalior Gharana. Thereafter, she pursued a Visharad course for three years at BhatKhande Sangeet Institute, New Delhi.

Currently, she trains under the guidance of Mujahid Hussain Khan Saheb of Seswan Gharana, Rampur and Smt. Shanti Hiranand, disciple of the inimitable Begum Akhtar. She has retained her interest in Hindustani Classical but has focused in the last few years of Ghazals, Dadra and Sufiana Kalams.