First, in my preinstalled Ubuntu 14 there were sound devices visible but they were not giving out sound.
After a system resume from suspended state or sleep I received a dialog box asking if I have headphone or headset, I didn't plug in neither one.
I went on to upgrade to Ubuntu 16 and from then on I had only dummy sound card.
Tested if there is a hardware problem with Dell's diagnostic tool that can be booted and from there I was able to get sound.
Went through myriads of forums, troubleshooters but without any result.