I think separation anxiety when the owner isn't there is pretty common and it can be breed dependent. Our spaniel will usually do about a minute of howling when left then settles down in his bed for as long as he is left.
Usually you'd train this out of the dog. I definitely think the owners should be aware it is annoying the neighbours and hopefully they can look at training it.