Issue with favourited music

My iPhone had 3000ish loved songs from my own music files transferred through iTunes. iTunes was only showing 1000 loved songs as was my iPad.

Carried out multiple syncs to update this but my last sync removed 2000 loved songs.

Is there anyway to get these back and keep it consistent across devices?

Thanks