Resume playback after reboot

I used RaspyFi for a while a few months ago and I found one of its features missing when I upgraded to Volumio recently.

After a reboot, RaspyFi automatically resumed playback - a feature particularly useful for internet radios (my primary use for RPi). Volumio does not do this out of the box.

How do I enable it ?