Evidence map›Paper›PMID 42296102›Full record

ArticlePLoS biology2026

Audiomotor prediction errors drive speech adaptation even in the absence of overt movement.

Benjamin Parrell, Minju Bae, Chris Naber, Olivia A Kim, Caroline A Niziolek, Samuel D McDougle

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Article in PLoS biology, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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1 · What the graph read from it

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4 · The record

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5 · Who and what money

Authors and funding

6 authors.

Benjamin ParrellWaisman Center, University of Wisconsin-Madison, Madison, Wisconsin, United States of America.ORCID https://orcid.org/0000-0003-2610-2884
Minju BaeNeuroscience Training Program, University of Wisconsin-Madison, Madison, Wisconsin, United States of America.
Chris NaberWaisman Center, University of Wisconsin-Madison, Madison, Wisconsin, United States of America.
Olivia A KimProgram in Neuroscience, Bates College, Lewiston, Maine, United States of America.
Caroline A NiziolekWaisman Center, University of Wisconsin-Madison, Madison, Wisconsin, United States of America.
Samuel D McDougleDepartment of Psychology, Yale University, New Haven, Connecticut, United States of America.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Observed outcomes of our movements sometimes differ from our expectations. These sensory prediction errors recalibrate the brain's internal models for motor control, reflected in alterations to subsequent movements that counteract these errors (motor adaptation). While leading theories suggest that all forms of motor adaptation are driven by learning from sensory prediction errors, dominant models of speech adaptation argue that adaptation results from integrating time-advanced copies of corrective feedback commands into feedforward motor programs. Here, we tested these competing theories of speech adaptation by inducing planned, but not executed, speech. Human speakers were prompted to speak a word and, on a subset of trials, were rapidly cued to withhold the prompted speech. On standard trials, speakers were exposed to real-time playback of their own speech with an auditory perturbation of the first formant to induce single-trial speech adaptation. Speakers experienced a similar sensory error on movement cancellation trials, hearing a perturbation applied to a recording of their speech from a previous trial at the time they would have spoken. Speakers adapted to auditory prediction errors in both contexts, altering the spectral content of spoken vowels to counteract formant perturbations even when no actual produced speech coincided with the perturbed feedback. Such adaptation was not observed when participants passively listened to perturbed feedback without the intention to speak, ruling out observational learning as the cause of adaptation in movement cancellation trials. These results suggest that prediction errors, rather than corrective motor commands, drive audiomotor adaptation in speech, building on recent findings in reaching.

Indexed as

Adaptation, PhysiologicalSpeechSpeech PerceptionAcoustic StimulationAdultAuditory PerceptionFeedback, SensoryFemaleHumansMaleMovementYoung Adult

Identifiers

PMID42296102
PMCPMC13298988

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.