Indeed it is defined by it’s delivery method to an audio player. Even the term derives from the audio only iPod.

A common definition would be:

An audio programme in a compressed digital format, delivered via an RSS feed over the Internet to a subscriber and designed for playback on computers or portable digital audio players, such as the iPod.