A few songs skip over

Just loaded my songs onto the player and there are a few songs that when I am forwarding to get to next song, the song comes up and a crack noise and then skips immediately to next song.  I basically would just like to delete these songs, but can keep them on the screen long enough to delete.  Any ideas?   Thanks for any help.

Can you delete them from your computer?