Setting up your own podcast hosting isn’t as difficult as it sounds. Our step-by-step guide covers all you need to know to quickly set up your own self-hosted podcast library on a WordPress website, measure your podcast’s success and submit it to iTunes.
Source: Podcast Hosting with WordPress: Your Advanced Guide | Barn2 Media
Podcasting is easier than ever with WordPress and this is a pretty good guide to get you started.