Optimus

- Let there be peace on Earth

Ratchet

- Yellow Submarine

Bumblebee

- You can't take me

Arcee

- Fight song

Smokescreen

- Sound the bugle

Bulkhead

Wheeljack

- Here comes the sun

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Bundlespark suggested the 'their favorite song' chapters