This is carried out within the toolbar.
If you delete an Edited or Unchanged audience definition, its state is set to Deleted, and its accompanying text shown in the list is displayed in red. If you delete an Added definition, it is removed from display immediately. Deleted audience definitions are removed when you invoke Save.
Note that deleting an audience definition does not delete any of the tables to which it is configured to write data.