Noise cancelling headphones can both block out auditory distractions and provide sounds that support focus, but act as a clue to the outside world that you are busy and not to be disturbed. I haven't personally used these headphones but they seem to be well-reviewed. Like many other examples, they are also available refurbished for a cheaper price