A short rasp beneath a chair. A rolling rumble in a quiet room. Barking spider is the wonderfully convenient name given to these encounters. This reference brings the recordings together, with descriptions that help you tell a brief bark from a sustained one.
In everyday folklore, a barking spider is the supposed source of an otherwise unexplained fart. The joke works because the sound is instantly recognisable.