William Browning was born in Lawrence, Kansas into a musical family.
His teachers included Carl Friedberg who studied with Clara Schumann and Johannes Brahms, and Will Humble, student of Leopold Godowsky who Browning said "was perhaps one of the greatest pianists in history, and was court pianist for Emperor Franz Josef."