Coleman was born in Cheltenham to an English father and an Anglo-Indian mother of half-Bengali descent, both of whom were school teachers.
Coleman studied in Leipzig DDR in 1987 and Cairo Conservatoire in 1979, completing an extensive study of Arabic quartertones at the latter institution.