I'm meeting with a new problem, the transitions in harem will loop instead of only playing once as it should be (also whiteout and pink screen didn't appear either), this problem occurred after I updated the player.
I stop the looping by adding a loop=False in the scenes' rpy files. But now the transitional scenes would only show the last frame instead of playing from the first one.