This will require a bit of javascript. Here is an example shows how to play/pause a video using javascript: Creating Play & Pause Buttons for Video.
However, the API allows you to do a lot more than just play/pause (http://www.w3schools.com/tags/ref_av_dom.asp). I believe you will want to set currentTime On Scene Load.