wrong music album pictures on iphone

A number of the tracks on my music collection have the incorrect album cover photos on them despite them being correct when viewed on iTunes on my PC. I use the latest iTunes and the latest IOS on my iPhone 11. I've synched it a few times, turned it off and on etc as suggested in some other posts, all to no avail. I'm not overly troubled by it when using the phone but when playing music in the car i find it distracting to show an incorrect photograph on the large LCD display, It's not all tunes, only some of them. Is there a solution to this?

Paul