If you go to http://www.computerhistory.org/collections/oralhistories/ , and click on the Videos tab, you can view it with a sync'd/searchable transcript. It's a beta feature right now, and I know they'd appreciate feedback.

Incidentally, while only a few of the oral histories have videos up, there's 500 or so transcripts up, will worth a perusal.