A renowned exponent of the Bishnupur Gharana, he was known for the Khayal, Dhrupad, Thumri and Tappa, along with Raga-pradhan songs.

Radhika's journey to the world of Indian Classical Music was initiated at his home under the guidance of his elder brother Pandit Bipin Chandra Goswamy, who was a noted Esraj player.

His acquaintance were eminent vocalists such as Pandit Girija Shankar Chakrabarty and Ustad Faiyaz Khan.

[3] For sometime after shifted from Bishnupur to Kolkata, Radhika Prasad Goswami used to live in the house of Raja Manindra Chandra Nandi at Kashimbazar, mentioned by Sri Jayanta Kumar Ghosh.

[4] A Dhrupad composition notated by Radhika Prasad in the uncommon Raga Hem Khem appeared posthumously in the July 1925 issue of the magazine Sangeet Biggnan Probeshika.