Libreelec 7.0.2 with hihiberry+

I just added a hifiberry+ to my RPi2 setup to improve audio quality. Unfortunately, I cannot get audio to work in this setup. I think this may be related to missing drivers, which were only addeded in later versions? Any ideas whether this is possible to get audio to work without upgrading to later LE builts?