No, you don't need Apple Music to listen to podcasts. Podcasts are available for free on a variety of platforms, including Apple's own Podcasts app, which comes pre-installed on all iOS devices. You can also listen to podcasts on other platforms like Spotify, Google Podcasts, and many others. You just need to download the app and search for the podcast you want to listen to.