Portable air conditioners can produce varying levels of noise depending on their design and specifications. Some models come with noise reduction features while others may emit more noticeable sound. Reading customer reviews or opting for units with lower decibel ratings can help you find quieter options suitable for a peaceful environment in your tiny house.