Texlive 2014 on Ubuntu 14.04: Font WebOMintsGD not found

I upgraded to Texlive 2014 on Ubuntu 14.04 and trying to install non-freetonts with the following commands:

  wget http://tug.org/fonts/getnonfreefonts/install-getnonfreefonts
  sudo texlua install-getnonfreefonts
  getnonfreefonts -a

Then I used getnonfreefonts-l to check the installed fonts and this command shows Webomints font in this list.

Then I'm getting the this error

!pdfTeX error: pdflatex (file WebOMintsGD): Font WebOMintsGD not found

(Might be in different directory, looked this link for the same problem where fonts were in different directory). I'm not very expert and struggling with it. Any help will be highly appreciated. Thanks