In above lecture professor Santanu Acharya tells citing different references that, the real birth place of Goutam Buddha was Kapileswar village of Old Town area of Bhubaneswar.
Copy of the book referred in above lecture - The real birth place of Buddha by Chakradhar Mohapatra.