ArticleThe European journal of neuroscience2021
Speech auditory-motor adaptation to formant-shifted feedback lacks an explicit component: Reduced adaptation in adults who stutter reflects limitations in implicit sensorimotor learning.
Article in The European journal of neuroscience, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 18 papers.
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Who cites it
18 citing papers in PubMed, 34 citations in OpenAlex.
- Perceptual prediction error supports implicit process in motor learning.PLoS computational biology · 2026Article
- Sensorimotor Adaptation to a Nonuniform Formant Perturbation Is Preserved in Healthy Aging.Journal of speech, language, and hearing research : JSLHR · 2026Article
- Articulatory effort modulates speech adaptation to auditory perturbations.Frontiers in human neuroscience · 2026Article
- Cortical somatosensory responses evoked by orofacial skin stretch experimentally applied during speech movement planning in stuttering and nonstuttering adults.IBRO neuroscience reports · 2025Article
- Auditory-motor adaptation and de-adaptation for speech depend more on time in the new environment than on the amount of practice.Communications psychology · 2025Article
- Neurophysiological Evidence of Sensory Prediction Errors Driving Speech Sensorimotor Adaptation.The Journal of neuroscience : the official journal of the Society for Neuroscience · 2025Article
- Probing sensorimotor memory through the human speech-audiomotor system.Journal of neurophysiology · 2025Article
- Stuttering: Our Current Knowledge, Research Opportunities, and Ways to Address Critical Gaps.Neurobiology of language (Cambridge, Mass.) · 2025Review
- Brain anatomy differences in Chinese children who stutter: a preliminary study.Frontiers in neurology · 2025Article
- Adaptation response to pitch shift during speech is attenuated upon relearning.Frontiers in human neuroscience · 2025Article
- Divided Attention Has Limited Effects on Speech Sensorimotor Control.Journal of speech, language, and hearing research : JSLHR · 2024Article
- Test-Retest Reliability of Behavioral Assays of Feedforward and Feedback Auditory-Motor Control of Voice and Articulation.Journal of speech, language, and hearing research : JSLHR · 2024Article
- Mechanisms of sensorimotor adaptation in a hierarchical state feedback control model of speech.PLoS computational biology · 2023Article
- Effects of Gradual and Sudden Introduction of Perturbations on Adaptive Responses to Formant-Shift and Formant-Clamp Perturbations.Journal of speech, language, and hearing research : JSLHR · 2023Article
- Movement variability can be modulated in speech production.Journal of neurophysiology · 2022Article
- Individual sensorimotor adaptation characteristics are independent across orofacial speech movements and limb reaching movements.Journal of neurophysiology · 2022Article
- White matter tract strength correlates with therapy outcome in persistent developmental stuttering.Human brain mapping · 2022Article
- The Role of Sensory Feedback in Developmental Stuttering: A Review.Neurobiology of language (Cambridge, Mass.) · 2021Review
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Authors and funding
2 authors at 2 institutions in 1 country.
Funding
Abstract
The neural mechanisms underlying stuttering remain poorly understood. A large body of work has focused on sensorimotor integration difficulties in individuals who stutter, including recently the capacity for sensorimotor learning. Typically, sensorimotor learning is assessed with adaptation paradigms in which one or more sensory feedback modalities are experimentally perturbed in real time. Our own previous work on speech with perturbed auditory feedback revealed substantial auditory-motor learning limitations in both children and adults who stutter (AWS). It remains unknown, however, which subprocesses of sensorimotor learning are impaired. Indeed, new insights from research on upper limb motor control indicate that sensorimotor learning involves at least two distinct components: (a) an explicit component that includes intentional strategy use and presumably is driven by target error and (b) an implicit component that updates an internal model without awareness of the learner and presumably is driven by sensory prediction error. Here, we attempted to dissociate these components for speech auditory-motor learning in AWS versus adults who do not stutter (AWNS). Our formant-shift auditory-motor adaptation results replicated previous findings that such sensorimotor learning is limited in AWS. Novel findings are that neither control nor stuttering participants reported any awareness of changing their productions in response to the auditory perturbation and that neither group showed systematic drift in auditory target judgments made throughout the adaptation task. These results indicate that speech auditory-motor adaptation to formant-shifted feedback relies exclusively on implicit learning processes. Thus, limited adaptation in AWS reflects poor implicit sensorimotor learning. Speech auditory-motor adaptation to formant-shifted feedback lacks an explicit component: Reduced adaptation in adults who stutter reflects limitations in implicit sensorimotor learning.
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Registered trials
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.