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Sharon Goldwater

University of Edinburgh

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Neuroscience· 1

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Research Focus:benchmarking· 1 Approach:machine learning (classical)· 1

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Hao TangiD· 1 shared Naomi H. FeldmaniD· 1 shared Oli Danyi Liu· 1 shared

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Recent·Most cited

Brain-like dynamics in speech representations can emerge through self-supervised learning

Oli Danyi Liu, Hao Tang, Naomi H. Feldman, Sharon Goldwater

This study shows self-supervised speech models can develop brain-like temporal dynamics and abstraction of speech variability without lexical feedback, even when trained on non-speech audio.

bioRxiv · Jan 17, 2026 · PreprintNeuroscience