Evidence map›Paper›PMID 40082683›Full record

ArticleCommunications biology2025

Whole-brain dynamics of articulatory, acoustic and semantic speech representations.

Maxime Verwoert, Joaquín Amigó-Vega, Yingming Gao, Maarten C Ottenhoff, Pieter L Kubben, Christian Herff

Abstract read
In one paragraph

Article in Communications biology, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 5 papers.

0numbers the graph read from it
0cells of the map it votes in
5citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

5 citing papers in PubMed.

  1. Article
  2. Article
  3. Rapid cortical mapping with cross-participant encoding models.Imaging neuroscience (Cambridge, Mass.) · 2026
    Article
  4. Article
  5. Article
4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

6 authors.

Maxime VerwoertDepartment of Neurosurgery, Mental Health and Neuroscience Research Institute, Maastricht University, Maastricht, The Netherlands. m.verwoert@maastrichtuniversity.nl.ORCID http://orcid.org/0000-0002-7581-2850
Joaquín Amigó-VegaDepartment of Neurosurgery, Mental Health and Neuroscience Research Institute, Maastricht University, Maastricht, The Netherlands.ORCID http://orcid.org/0000-0001-5920-8883
Yingming GaoSchool of Artificial Intelligence, Beijing University of Posts and Telecommunications, Beijing, China.ORCID http://orcid.org/0000-0001-5881-3723
Maarten C OttenhoffDepartment of Neurosurgery, Mental Health and Neuroscience Research Institute, Maastricht University, Maastricht, The Netherlands.
Pieter L KubbenDepartment of Neurosurgery, Mental Health and Neuroscience Research Institute, Maastricht University, Maastricht, The Netherlands.
Christian HerffDepartment of Neurosurgery, Mental Health and Neuroscience Research Institute, Maastricht University, Maastricht, The Netherlands. c.herff@maastrichuniversity.nl.ORCID http://orcid.org/0000-0002-5610-2618

Funding

Nederlandse Organisatie voor Wetenschappelijk Onderzoek (Netherlands Organisation for Scientific Research) 17619
6 · The paper itself

Abstract

Speech production is a complex process that traverses several representations, from the meaning of spoken words (semantic), through the movement of articulatory muscles (articulatory) and, ultimately, to the produced audio waveform (acoustic). In this study, we identify how these different representations of speech are spatially and temporally distributed throughout the depth of the brain. Intracranial neural data is recorded from 15 participants, across 1647 electrode contacts, while overtly speaking 100 unique words. We find a bilateral spatial distribution for all three representations, with a more widespread and temporally dynamic distribution in the left compared to the right hemisphere. The articulatory and acoustic representations share a similar spatial distribution surrounding the Sylvian fissure, while the semantic representation is more widely distributed across the brain in a mostly distinct network. These results highlight the distributed nature of the speech production neural process and the potential of non-motor representations for speech brain-computer interfaces.

Indexed as

BrainSpeechSpeech AcousticsAdultFemaleHumansMaleSemanticsYoung Adult

Identifiers

PMID40082683
PMCPMC11906857

What OpenQuestion holds

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Registered trials

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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.