 Fillmore, whose relative Frederick Augustus Fillmore (1856–1925) was also a tune-composer for gospel songs, was a singer for his church choir as a boy.He began composing at 18, with his first published march "Hingham", named after a line of brass instruments.Fillmore entered the Cincinnati Conservatory of Music in 1901.