This sounds just like the recording, but you don't have to capo anything. Played all in 
chords on the upper neck. The other versions you see on here using a 'G' chord are 
to the 3rd fret which gives you a Bb.

Bb           Eb          F
We stand and lift up our hands
        Gm          Eb          F
For the joy of the Lord is our strength
Bb     Eb       F
We bow down and worship him now
    Gm         Eb         F
How great how awesome is He


C               Eb
And together we sing

C        Eb
Everyone sing (Second time only)


Bb          Eb        F
Holy is the Lord God almighty
    Gm        Eb              F
The earth is filled with His glory
Bb          Eb       F
Holy is the Lord God almighty
    Gm        Eb              F
The earth is filled with His glory
    Gm        Eb              F
The earth is filled with His glory

     Bb        Dm                   Ab            Eb
It's rising up all around, it's the anthem of the Lord'd renown.