Hide video controls in keynote

I like to have the video controls for a video shown on videos in Keynote (enabled in preferences). However, after I’m sure the video is playing, I would like them to disappear. I know you can change it in preferences but I’d like to have the option to see them when I put my mouse on the screen, but when I move the mouse off the screen, it should disappear and it doesn’t.