Podcast to MP3

So I got myself a set of bone conduction headphones (MP3 player) for when I'm swimming boring laps. Simple enough to load music but I'm finding it hard to figure out how to download podcasts either as MP3 or maybe convert the files to that format. Anyone know how to get that done? Most of the people I know are technotards like me.