Set font and document before changing line spacing:

  private void changeLineSpacing(JTextPane pane) {
  SimpleAttributeSet set = new SimpleAttributeSet(pane.getParagraphAttributes());
  StyleConstants.setLineSpacing(set, 0.5F);
  pane.setParagraphAttributes(set, true);
}