To translate the interview means to convert the spoken words of the interview from one language to another, so that people who don't understand the original language can understand the conversation. Full definition
I have fully translated the interview below, and I have highlighted the main bulletin points. (squareelite.com)
In this fully edited video feature, digitally mastered with 5.1 surround sound *, see the complete translated interview, with clips and stuff mixed in. (archive.videogamesdaily.com)
Thanks to a series of translated interviews with Yakuza series directors and producers, specifically one with Masayoshi Yokoyama, we learned that in Yokoyama's personal opinion the series protagonist Kazuma Kiryu is probably a virgin. (segabits.com)