 He attended the Cleveland Conservatory of Music.He was influenced by Cleveland native Tadd Dameron and had a significant influence on other Cleveland musicians, such as Albert Ayler, Bob Cunningham, Bobby Few, Bill Hardman, and Frank Wright.Bailey played with Tony Lovano, father of Joe Lovano.