At this point your battery is probably completely empty. Leave it installed on the charging base. After some 20 minutes of charging it will be possible to switch the parent unit on.
Note: When charging the batteries, while at the same time the parent unit is switched ON, the charging time is longer. The unit should be switched OFF when being charged.