Systems and methods for facilitating secret communication between players are described. One of the methods includes receiving image data of a first player to identify one or more gestures and receiving input data indicating a response of a second player to the one or more gestures. The method further includes training a model using the image data and the input data to generate an inference of communication between the first user and the second user. The method also includes generating additional inferences of communication between the first user and the second user. The method includes generating a recommendation to the second user based on the inference of communication and the additional inferences of communication.