The myth of categorical perception
B McMurray - The Journal of the Acoustical Society of America, 2022 - pubs.aip.org
Categorical perception (CP) is likely the single finding from speech perception with the
biggest impact on cognitive science. However, within speech perception, it is widely known …
biggest impact on cognitive science. However, within speech perception, it is widely known …
On generative spoken language modeling from raw audio
Abstract We introduce Generative Spoken Language Modeling, the task of learning the
acoustic and linguistic characteristics of a language from raw audio (no text, no labels), and …
acoustic and linguistic characteristics of a language from raw audio (no text, no labels), and …
The acquisition of speech categories: Beyond perceptual narrowing, beyond unsupervised learning and beyond infancy
B McMurray - Language, cognition and neuroscience, 2023 - Taylor & Francis
An early achievement in language is carving a variable acoustic space into categories. The
canonical story is that infants accomplish this by the second year, when only unsupervised …
canonical story is that infants accomplish this by the second year, when only unsupervised …
Against stored abstractions: A radical exemplar model of language acquisition
B Ambridge - First Language, 2020 - journals.sagepub.com
The goal of this article is to make the case for a radical exemplar account of child language
acquisition, under which unwitnessed forms are produced and comprehended by on-the-fly …
acquisition, under which unwitnessed forms are produced and comprehended by on-the-fly …
Do infants really learn phonetic categories?
Early changes in infants' ability to perceive native and nonnative speech sound contrasts are
typically attributed to their develo** knowledge of phonetic categories. We critically …
typically attributed to their develo** knowledge of phonetic categories. We critically …
[HTML][HTML] Prediction and error in early infant speech learning: A speech acquisition model
In the last two decades, statistical clustering models have emerged as a dominant model of
how infants learn the sounds of their language. However, recent empirical and …
how infants learn the sounds of their language. However, recent empirical and …
Naturalistic speech supports distributional learning across contexts
K Hitczenko, NH Feldman - Proceedings of the National …, 2022 - National Acad Sciences
At birth, infants discriminate most of the sounds of the world's languages, but by age 1,
infants become language-specific listeners. This has generally been taken as evidence that …
infants become language-specific listeners. This has generally been taken as evidence that …
Distributional learning of speech sound categories is gated by sensitive periods
Perceptual attunement to the native phonetic repertoire occurs over the first year of life: an
infant's discrimination of non-native phonetic contrasts declines while their discrimination of …
infant's discrimination of non-native phonetic contrasts declines while their discrimination of …
Reverse engineering language acquisition with child-centered long-form recordings
Language use in everyday life can be studied using lightweight, wearable recorders that
collect long-form recordings—that is, audio (including speech) over whole days. The …
collect long-form recordings—that is, audio (including speech) over whole days. The …
[HTML][HTML] Simulating vocal learning of spoken language: Beyond imitation
Computational approaches have an important role to play in understanding the complex
process of speech acquisition, in general, and have recently been popular in studies of …
process of speech acquisition, in general, and have recently been popular in studies of …