I'd call them vocal jazz, torch/chamber music or something like that. I'm no expert though, so don't take my word for it. General Music'll do for this thread anyway.
Nat King Cole and Ella Fitzgerald are a couple of favourites of mine in this field - you should think about checking them out sometime.
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