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 …

On generative spoken language modeling from raw audio

K Lakhotia, E Kharitonov, WN Hsu, Y Adi… - Transactions of the …, 2021 - direct.mit.edu
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 …

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 …

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 …

Do infants really learn phonetic categories?

NH Feldman, S Goldwater, E Dupoux, T Schatz - Open Mind, 2021 - direct.mit.edu
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 …

[HTML][HTML] Prediction and error in early infant speech learning: A speech acquisition model

JS Nixon, F Tomaschek - Cognition, 2021 - Elsevier
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 …

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 …

Distributional learning of speech sound categories is gated by sensitive periods

RK Reh, TK Hensch, JF Werker - Cognition, 2021 - Elsevier
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 …

Reverse engineering language acquisition with child-centered long-form recordings

M Lavechin, M De Seyssel, L Gautheron… - Annual Review of …, 2022 - annualreviews.org
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 …

[HTML][HTML] Simulating vocal learning of spoken language: Beyond imitation

DR van Niekerk, A Xu, B Gerazov, PK Krug… - Speech …, 2023 - Elsevier
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 …