1. From your Podcast Dashboard, go to the 'Layout'->'Themes' page.
2. Click the "More Options" button, you'll see the favicon option.
3. Upload a new image as the favicon. The suggested image is 16×16 px ico.
Now you can visit your site to check the favicon.