This has existed for years: http://amara.org/
If it has existed for years, why wasn't it used to save the UC Berkeley library videos?
I'm thinking more of a Google Docs style interface, where you can make a lightweight edit (only one or two lines of captions) and someone else can concurrently time and edit other lines.