You could un-publish this audio by clicking on the pencil icon to the upper right, then in the edit mode, click on the gear on the upper right. It'll give you an option to un-publish audio.
EDIT: Sorry. Edit mode is where you end up after you click on the pencil icon. After clicking on the pencil icon, there should a gear icon on the top right of the page.