Mukherjee is a learned and eclectic musician – although he was an Imdadkhani sitar student of Enayat Khan, a full list of his teachers also includes sitarist Balaram Pathak, khyal singers Badri Prasad and Jaichand Bhatt of the Patiala and Kirana gharanas, Rampur gharana beenkar Jyotish Chandra Chowdhury, sarangi and esraj players Halkeram Bhat (Maihar gharana) and Chandrikaprasad Dube (Gaya gharana) and pakhavaj player Madhavrao Alkutkar.
Mukherjee is a skilled and diverse musician – although he was an Imdadkhani sitar student of Enayat Khan, his teachers also included sitarist Balaram Pathak, khyal singers Badri Prasad and Jaichand Bhatt of the Patiala and Kirana gharanas, Rampur gharana beenkar Jyotish Chandra Chowdhury, sarangi and esraj players Halkeram Bhat (Maihar gharana) and Chandrikaprasad Dube (Gaya gharana) and pakhavaj player Madhavrao Alkutkar.