Like it's solo cousin, air guitar, an air band involves pretending to play musical instruments enthusiastically to recorded music. No actual instruments are involved.

Etymology: Scrubs.

When you're listening to a really good song and can't decide what instrument to pretend to play, so you switch up every few seconds. Most common instruments include: lead guitar, rhythm guitar, drums, and keyboard.