You could use 'since this morning', but if it's only 12:05 it could mean five minutes or five hours. If it was evening however it works great.
'Since two hours' is incorrect, it would be FOR two hours. 'Since' would be used if you mention a time or a reference of a time; so 'since 9am' or 'since breakfast', which implies a time.
Hope that helps