The noise is there in the video, I found another video on you-tube with same noise albeit louder, it's the rear diff whining. I've only had it 1 month and its done it since I bought it. The dealer has now agreed they can hear it too and they are taking back in.

Hard to pick it up clearly using a phone as these aren't the quietest vehicles.