Foo Fighters is a Seattle band, consisting originally of ex-Nirvana drummer Dave Grohl. Dave played all instruments (guitar, bass, and drums) and sang on their debut self-titled album.
When time came to tour Dave couldn't multitask in person, so he hired some other guys to play with him, and they recorded The Colour and the Shape, their excellent second album.