The Young Charlatans broke up in May 1978 and Olsen, on lead vocals, synthesiser, clarinet and saxophone, formed Whirlywirld, with Andrew Duffield on synthesiser, John Murphy on drums (ex-the News), Dean Richards on guitar and Simon Smith on synthesiser. Their debut self-titled three-track extended play was released in June 1979 via Missing Link Records. Olsen wrote two tracks and co-wrote the third with Murphy. The group issued a second self-titled EP in February 1980. The first 500 copies also included a bonus single, "Sextronics", but Whirlywirld disbanded before it appeared.