Navigate to orchestrator and click on Audiences.
Note: if you do not see Automations, you may not have Admin permissions.

Select the audience that you would like to delete.

Click the drop down arrow next to Create New and select Delete:

Confirm that you want to Delete audience and specify the number of audiences you are deleting:

Congrats! You've successfully deleted an audience.