Audible audio format is used for digital audiobooks released by Audible. It is basically a DRM protected .mp3 file, hence you need a DRM removing tool to get the original .mp3 back, which is why a lot of users are looking for aa to mp3 conversion.
You can find some utilities that offer this kind of option, but its likely breech of Audible user agreement.