I've heard songs include things that relate to Superman. So here's a list:
• Waiting for Superman – Daughtry
• One Thing – One Direction
• Superman (It's Not Easy) – Five for Fighting

If you have any other songs, please comment. I'm literally convinced that there is a song out there called, "Kryptonite".
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If you have any songs that base around any of the other Justice League or even DC universe characters, please feel free to comment and you will be mentioned for your contribution! Thanks!