Visit your My Media page (the subtab under Courses or Organizations)
Click the Edit button next to a video.
Choose the Downloads tab.
Check off the box next to Original Source (meaning download the original file you uploaded/created).
Click the Go to Media link.
Click the Download button to download the original file to your computer. The downloads button will only be accessible by you, when viewing the video from your My Media page.