If you want a dedicated desktop window without the "mobile" feel, you can use WebCatalog Desktop to turn the Pocket FM web player into a standalone PC app.

Launch the app and start binge-listening to your favorite series.

Just like the mobile version, you can download episodes to listen to when you're off the grid.