Hi Ross,
Reading over the information from DFRobot, they will start playing when an SD card is inserted, but I couldn’t see anywhere mentioning if you can configure it to start playing on power-up without an external microcontroller to do that for you.
Will have to wait and see what Jim discovers! 
