Otou Yumi shared the home with his wife, Katayama, and their three children in Nara, southern Japan.
Katayama tried making conversation but only ever received a nod or a grunt in response, Mail Online reported.
The two-decade long silent treatment was revealed by the couple's son Yoshiki, 18, who wrote to a TV show asking them to intervene.