document.addEventListener('keyup', event => {
  if (String.fromCharCode(event.keyCode).match(/(\w|\s)/g)) {
    //pressed key is a char
  } else {
    //pressed key is a non-char
    //e.g. 'esc', 'backspace', 'up arrow'
  }
});