Deleting Markers
Right click on a marker on the time line and select Delete to remove a marker.  (Note that you cannot delete the first marker and may only edit it.)

Delete All Markers
Click the Mix menu and select Markers followed by Delete All Markers.  This will delete all markers besides the first marker.