In my particular case, after I had upgraded Ubuntu 18.04 server version, the reported issue started to happen. The font was already present on the Ubuntu Server. I had to run fc-cache -f -v to clear the font cache. however, I had to first apt install fontconfig and then run c-cache -f -v to resolve the issue.