Guinea pigs communicate with each other through a variety of sounds, such as squeaks, purrs, whistles, and chirps. They also communicate through body language, such as grooming, nose touching, and even teeth chattering. Guinea pigs are social animals and use these communication methods to express their feelings, establish hierarchy, and bond with other guinea pigs in their group.