Akhtar was barely seven when she was captivated by the music of Chandra Bai, an artist attached to a touring theatre group. However at her uncle's insistence she was sent to train under Ustad Imdad Khan, the great sarangi exponent from Patna, and later under Ata Mohammed Khan of Patiala. Later, she travelled to Calcutta with her mother and learnt music from classical stalwarts like Mohammad Khan, Abdul Waheed Khan of Lahore, and finally she became the disciple of Ustad Jhande Khan.