There is an active debate within the field of phonology concerning the cognitive status of substantive phonetic factors such as ease of articulation and perceptual distinctiveness. A new framework is proposed in which substance functions as a bias, or prior, on phonological learning. Two experiments tested this framework with a method in which participants are provided highly impoverished evide...