You can either turn them off using SteelSeries Engine in the Alias configuration. You may also hold down the mute button for 2 seconds to turn them off. Turn them on using the same method.
An "X" for mute will always display regardless of this setting. You can adjust the brightness of the mute indicator in Engine.