title: A unified account of categorical effects in phonetic perception.
abstract: Categorical effects are found across speech sound categories, with the degree of these effects ranging from extremely strong categorical perception in consonants to nearly continuous perception in vowels. We show that both strong and weak categorical effects can be captured by a unified model. We treat speech perception as a statistical inference problem, assuming that listeners use their knowledge of categories as well as the acoustics of the signal to infer the intended productions of the speaker. Simulations show that the model provides close fits to empirical data, unifying past findings of categorical effects in consonants and vowels and capturing differences in the degree of categorical effects through a single parameter.
authors.affiliation: Department of Psychology, University of Pennsylvania, Philadelphia, PA, USA. yakovkronrod@gmail.com.|Institute for Research in Cognitive Science, University of Pennsylvania, 3401 Walnut St. Suite 400A, Philadelphia, PA, 19104, USA. yakovkronrod@gmail.com.
authors.forename: Yakov
authors.initials: Y
authors.lastname: Kronrod
authors.affiliation: Department of Linguistics, University of Chicago, Chicago, IL, USA.
authors.forename: Emily
authors.initials: E
authors.lastname: Coppess
authors.affiliation: Department of Linguistics and UMIACS, University of Maryland, College Park, MD, USA.
authors.forename: Naomi H
authors.initials: NH
authors.lastname: Feldman
mesh_terms: D006801:Humans; D010700:Phonetics; D011578:Psycholinguistics; D013067:Speech Perception / Q000502:physiology*
keywords: Bayesian inference; Categorical perception; Perceptual magnet effect; Rational analysis; Speech perception