Different applications, different sound output devices
Solution 1:
It is going to vary with hardware and my guess is that you need 2 separate sound cards or a sound card / mixer capable of such separation.
You can then configure pulseausio to send output to specific locations / cards with pavucontrol
, in the playback tab
One may need to install pavucontrol , either with apt-get or from the software center.
sudo apt-get install pavucontrol
If for some reason, pulseaudio will not do this, jack will, but configuring jack can be overwhelming. If you are new to jack, I suggest Cadence, with is a graphical tool provided as a binary
http://kxstudio.sourceforge.net/Downloads