Born in Mobile, Alabama, Green was taught the piano as a child by his mother, jazz and popular tunes from the beginning.
Green's father died when he was 15 and Urbie went straight into professional music, first joining the Tommy Reynolds Band in California before moving on to stints with Bob Strong, Jan Savitt, and Frankie Carle.