I fear that a modern colloquial rendering would disappoint yet further:
our besties tune
"Our secret song"
"Our shared song" is looser, though context helps.
"They're playing our song" still captures the timeless feeling. But is wrong for the poem.
I fear that a modern colloquial rendering would disappoint yet further: