Got yeah. have heard of this before but just wanted to make sure. There are other ways to close the menus though if you need. Like clicking outside their window (which I'm unsure if in the free version update) or pressing M for the actual menu.
No other button for skipping the scene though.
Usually you have to hold esc for a whole second until it closes the game. Does your PC run pretty fast?