That looks like a box of trouble for a HTPC build because of audio & video decode/driver problems..
To get the HDA HDMI audio:
You might get lucky with kernel 3.5 & the open source Radeon driver (using by default)
I believe your fusion E-350 CPU is a N.Island r600g.
Just recently it had even looked like AMD had dropped linux support.