No, special music was written to which the poem could be sung. Music was created, with the poem as lyrics.
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This expression is used when we want to arrange for a piece of music to accompany something (set of words, poem, play, story, etc.) so that it can be performed. Music isn't played in the background when a poem or any other writing was being recited, it is specially written for a piece of text provided.