I'm searching a time travel movie about a guy who wants to live in the past. Somehow he was brought there and meets another girl. That other girl ironically wants to live even further in the past. I remember a scene of them both standing on a bridge when it begins to rain. They didn't bother and liked the romantic walk in the rain.
I think I saw the movie about at least 5 years ago and really don't remember the details well. The description could even be wrong. Would appreciate if anybody knows the movie!
Further information requested (Although not sure):
Audio: German (dubbed though)
Country: Could be France