Your Wave data is secured by your login, either Google or Apple for most users. Sometimes Wave users report that after getting a new phone, they log in to Wave and none of their recordings are there. This is most likely because you logged in with a different email address.
Try logging out (Wave Settings -> Log Out) and logging back in with the correct address.