Podcasting makes an audio file, typically an MP3 file, available online for downloading via an automatic "feed." You can then hear the podcast whenever you want from your computer or a portable media player.
To listen to the audio feeds on your computer, you need to download podcasting software. There are many free or commercial podcasting applications available for download including iTunes, Odeo, and iPodder (PC), and iPodderX (Mac).