Using PowerPress Shortcode in the Loop

I’m trying to display the PowerPress player for each post within a loop of posts. I’m using the following:

<?php echo do_shortcode('[powerpress]'); ?>

But nothing is showing up. Am I missing something? Is there a setting to get this to work? Or another template tag?

Thanks!