It would depend on the use and possibly the content of the videos.
for your own use - yes
to sell - no (at least without licensing, etc.)
to distribute - maybe; for a fan sight I don't think they would have a problem, but check their
fan site page for Terms of Use / copyright, etc. For other sites or distribution methods, contact them with details.