Tap the Artwork on the Now Playing screen to reveal the Shuffle/Repeat buttons.

I recently enabled shuffle on my Media Monkey for Android. Now everything I play is shuffled. Today I went to disable it but the button has disappeared. There used to be two buttons opposite of each other, one for shuffle and one for continuous playback. Now neither one of them is there anymore. Can someone please tell me how to find these buttons?