Maintain sound when screen turns off after inactivity

Using Rhythmbox for music through the speakers on my monitor.

Problem is when the screen turns off (for reason of inactivity as set in System Settings > Brightness and Lock > [turn screen off when inactive for:]) the sound goes with it.

Is there a discrete setting somewhere which defeats this and leaves the sound intact but still turns the screen off?