Rumbling sound glitch in Skyrim from running away from Alduin?
Solution 1:
Since you haven't saved before your encounter with Alduin, your best bet is to wait for another dramatic cinematic event to overload the current audio playing script and reset it (that's just my hypothesis) or reboot your system. The only other way would be to make a new save or reinstall the game.