No audio output devices detected in new computer build with Skylake (Z170) motherboard in 14.04

I'm guessing the problem is that my motherboard is very recent; it's a Gigabyte GA-Z170X-Gaming 7 using the new Z170 (Skylake) chipset. The output of lspci -v shows two "Audio device" blocks, but ...