Opposition Leader Angus Taylor has called on Prime Minister Anthony Albanese to apologise to his Japanese counterpart for comments made on an infamous podcast episode.

Opposition leader Angus Taylor said comments Anthony Albanese made about a gift from Japan's prime minister were "insulting".

A controversial appearance on the Bush Deep podcast has resurfaced after Anthony Albanese last month apologised for comments he made about Kylie Minogue.