 Kelley and his wife divided their time between the Western College and the Cincinnati Conservatory of Music; Kelley taught composition there, and later served as dean of the Department of Composition and Orchestration.Among his pupils was C. Hugo Grimm, who would himself later lead the department.His wife lectured there as well.