I suspect you would need lots of treatments. It would likely sound cavernous, the cement floors would need thick carpet. You would probably end up moving the speakers to near a wall, and treating the walls. The 18’ ceilings could be a problem, as reflectors.
By all means, try it. Maybe at really low volumes it would sound ok.