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The rapper surprised fans Friday by releasing the song, which is expected to be featured on his highly-anticipated, ninth studio album, "Revival."
On "Walk on Water," Eminem, 45, seems to be reminding fans that he's just like them -- human.
"God's given me all this/Still I feel no different regardless," he raps on the piano-heavy track. "Kids look to me as a god ... If only they knew it's a facade and it's exhausted."
Eminem also reflects back on his entire career, explaining how he's tried so hard to maintain his legacy as a top-notch lyricist.
"Will this step just be another misstep/To tarnish whatever the legacy, love or respect I've garnered?" he raps on the song. "The rhyme has to be perfect, the delivery flawless/And it always feels like I'm hitting the mark/'Till I go sit in the car, listen, and pick it apart."
Beyonce's smooth voice croons on the chorus, singing: "I walk on water/But I ain't no Jesus/I walk on water/But only when it freezes/Cause I'm only human, just like you/Making my mistakes, oh if you only knew."