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Interesting band, I will check them, but no, it is from this movie - "Le Voyage Dans la Lun" from 1902 by Georges Méliès :)

Well in fact they were commissioned to make this soundtrack for the color re-make of the Georges Méliès film.

Elle a été composée pour la ressortie en salle, en version couleur, du film de 1902 de Georges Méliès Le Voyage dans la Lune.

I'm having trouble finding the full version of the re-make but here is a clip with their music.