Approximately true for Australians, but an officially recognized translation is acceptable for some jurisdictions.
https://english.jaf.or.jp/driving-in-japan/drive-in-japan/switch-to-japanese-license
Lots of Taiwanese tourists on the road, or at least there were prior to 2020.