Yervinyan was born in Yerevan, Armenia. He began studying at the age of 7 in Spenderian Music School under the tutoring of Armen Minasian. In the competitions he participated, he won all the first place prizes in his age group.[1] He played Henry Vieuxtemps' 2nd concert on his graduation day and received a standing ovation from all the faculty members. He continued his studies at Tchaikovsky's Music Conservatory, under the guidance and tutoring of Maestro Edward Dayan. In the following years he became the professor's pride and strongest prospect for future concert violinist. At his graduation, he played several classical compositions including, Bach's Adagio and Fugue in G Minor, Mozart's violin concert No. 5 in A Major, Paganini's Caprice No. 21 in A Major, and Sarasate's Gypsy Melodies. In 1993 Yervinyan earned his PhD from Yerevan State Musical Conservatory.