Tigran was born on June 9, 1988 in Leninakan, Armenian SSR (now Gyumri, Armenia) to Gevorg Martirosyan, a well-known Armenian weightlifter, and Seda Yakhanedjyan.
Although Tigran's father didn't make his sons follow in his footsteps, they received a love of the sport at an early age from him.