Memorable Music From the Movies (1956). Illustrated by the one, the only Jim Flora.
Sometimes you just never know with these covers, since I've seen many who would rip-off of Flora's work (see this one for example). However, just found out that this is, indeed, a genuine Flora cover. Here's a list of his covers, in case you might have one in your collection. You never know!