To do this you would need to set Timeline Actions that play your media at a specified time on a timeline: http://tumult.com/hype/documentation/3.0/#timeline-actions
Audio can be played with an Audio action, but you’ll need to use JAvaScript to start your video. This topic has more info on how to do that: Creating Play & Pause Buttons for Video