Audacity is a free download audio recording application for that you can use to create mp3 and other audio sound files that can then be uploaded to a blog or other space. You can find some intro notes for getting started with Audacity here.

If you have a Mac Computer however you will use Garage Band to create your podcast and other digital files.

Myna is an online audio recorder that is part of the Aviary Suite.