I had the same problem. I found the solution after I upgraded to 16.04, but I think it works on 14.04 too! In Skype click "Open PulseAudio Volume Control". From there on move to "Input Devices" and change the Port. By some miracle my microphone started working after I changed my port to "Microphone (unplugged)". Good luck!
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