I found out the hard way that to contribute any translation to the projects, I had to use a « PO file editor ». In fact, pretty much any GNU application has this requirement for localization (or l10n).
It turns out the only « official » editor for this is kBabel, and under Windows the only apparent way to use something similar is this hit being a match.