Another version of this beautiful song:
You can either play the song with the regular chords (Leonard Cohen or Jeff Buckley 
and tune your guitar down half a step, or, if you are too lazy to tune down your guitar 
me), you can use these chords.

Intro: B G#m B G#m

  B (x2444x@1)               G#mI (133111@4)heard there was a secret chord
     B (x2444x@1)                 G#mThat (133111@4)David played and it pleased the lord
    E (022100@1)              F# (244322@1)             B (x2444x@1)      F#But (244322@1)you don't really care for music, do you?
        B (x2444x@1)                E (022100@1)         F#Well (244322@1)it goes like this the fourth, the fifth
    G#m (133111@4)               EThe (022100@1)minor fall and the major lift
    F# (244322@1)          Ebm (x43121@3)            G#mThe (133111@4)baffled king composing hallelujah

Chorus:

     E (022100@1)         G#m (133111@4)        E (022100@1)         B (x2444x@1)  
  BHallelujah, (x2444x@1)hallelujah, hallelujah, hallelu-u-u-u-jah ....

          B (x2444x@1)                      G#mWell (133111@4)your faith was strong but you needed proof
    B (x2444x@1)             G#mYou (133111@4)saw her bathing on the roof
    E (022100@1)            F# (244322@1)           B (x2444x@1)          F#Her (244322@1)beauty and the moonlight overthrew you
B (x2444x@1)                 E (022100@1)     F#She (244322@1)tied you to her kitchen chair
    G#m (133111@4)                      EShe (022100@1)broke your throne and she cut your hair
    F# (244322@1)                Ebm (x43121@3)           G#mAnd (133111@4)from your lips she drew the hallelujah


     E (022100@1)         G#m (133111@4)        E (022100@1)         B (x2444x@1)  
  BHallelujah, (x2444x@1)hallelujah, hallelujah, hallelu-u-u-u-jah ....

B (x2444x@1)            G#mBaby (133111@4)I've been here before
     B (x2444x@1)                     G#mI've (133111@4)seen this room and I've walked this floor
  E (022100@1)           F# (244322@1)           B (x2444x@1)        F#I (244322@1)used to live alone before I knew you
B (x2444x@1)                        E (022100@1)    F#I've (244322@1)seen your flag on the marble arch
    G#m (133111@4)                  EBut (022100@1)love is not a victory march
       F# (244322@1)             Ebm (x43121@3)         G#mIt's (133111@4)a cold and it's a broken hallelujah

     E (022100@1)         G#m (133111@4)        E (022100@1)         B (x2444x@1)  
  CHallelujah, (x32010@1)hallelujah, hallelujah, hallelu-u-u-u-jah ....

     B (x2444x@1)                       G#mWell (133111@4)there was a time when you let me know
       B (x2444x@1)          G#mWhat's (133111@4)really going on below
    E (022100@1)           F# (244322@1)             B (x2444x@1)      F#But (244322@1)now you never show that to me do you
      B (x2444x@1)           E (022100@1)      F#But (244322@1)remember when I moved in you
        G#m (133111@4)          EAnd (022100@1)the holy dove was moving too
    F# (244322@1)             Ebm (x43121@3)           G#mAnd (133111@4)every breath we drew was hallelujah

      B (x2444x@1)             G#mWell, (133111@4)maybe there's a god above
    B (x2444x@1)           G#mBut (133111@4)all I've ever learned from love
    E (022100@1)              F# (244322@1)         B (x2444x@1)        F#Was (244322@1)how to shoot somebody who outdrew you
     B (x2444x@1)                E (022100@1)     F#It's (244322@1)not a cry that you hear at night
     G#m (133111@4)               EIt's (022100@1)not somebody who's seen the light
       F# (244322@1)             Ebm (x43121@3)         G#mIt's (133111@4)a cold and it's a broken hallelujah

     E (022100@1)         G#m (133111@4)        E (022100@1)         B (x2444x@1)  
  BHallelujah, (x2444x@1)hallelujah, hallelujah, hallelu-u-u-u-jah ....