Popping/Crackling Sounds Coming From My Window/Window Sill?

At night starting at about 9:00ish I start hearing these really irritating popping/crackling noises in my window and window sill. Sometimes in my wall. It kinda sounds like scratching. It is Summer time and I am not sure if it is the heat causing this or something animal related.