Video slides in the slideshow use the SwfObject script to load YouTube videos, but this script doesn't yet support streaming videos on mobile devices yet.
Of course it's possible to fix video slides, but it would require a different approach. At the moment there's no time to fix this, as the release of version 2.2.0 is nearing.