In typical academic fashion, it's behind a login wall and doesn't offer an easy way to download the whole corpus. (Understandable, given that it's based on transcribing movies that are probably still copyright-protected, but annoying.) Also, no translations.
That corpus is CC-BY licensed (yay!) and puts the download page front-and-center, so I like it. There's no translations either, but recordings are included, so it might still be useful for a project of mine.