You can share your favorite audio files for all your visitors to listen to. You have the choice to set a featured image, however this is how things look when you have an audio post without one.
Demo: Audio With Image
Sometimes there’s nothing more powerful than the perfect song and image to go with it. Here is an audio post with the optional featured image.