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Before going solo, Cook was the bassist for The Housemartins, an indie rock band formed in Hull in 1983. The band released two studio albums and had a number of hit singles, including "Happy Hour" and "Caravan of Love". The band disbanded in 1988, and Cook went on to have a successful solo career.