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Dataset of Speech Production in intracranial Electroencephalography
Speech production is an intricate process involving a large number of muscles and cognitive processes. The neural processes underlying speech production are not completely understood. As speech is a uniquely human ability, it can not be investigated in animal models. High-fidelity human data can onl...
Autores principales: | , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Nature Publishing Group UK
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9307753/ https://www.ncbi.nlm.nih.gov/pubmed/35869138 http://dx.doi.org/10.1038/s41597-022-01542-9 |
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author | Verwoert, Maxime Ottenhoff, Maarten C. Goulis, Sophocles Colon, Albert J. Wagner, Louis Tousseyn, Simon van Dijk, Johannes P. Kubben, Pieter L. Herff, Christian |
author_facet | Verwoert, Maxime Ottenhoff, Maarten C. Goulis, Sophocles Colon, Albert J. Wagner, Louis Tousseyn, Simon van Dijk, Johannes P. Kubben, Pieter L. Herff, Christian |
author_sort | Verwoert, Maxime |
collection | PubMed |
description | Speech production is an intricate process involving a large number of muscles and cognitive processes. The neural processes underlying speech production are not completely understood. As speech is a uniquely human ability, it can not be investigated in animal models. High-fidelity human data can only be obtained in clinical settings and is therefore not easily available to all researchers. Here, we provide a dataset of 10 participants reading out individual words while we measured intracranial EEG from a total of 1103 electrodes. The data, with its high temporal resolution and coverage of a large variety of cortical and sub-cortical brain regions, can help in understanding the speech production process better. Simultaneously, the data can be used to test speech decoding and synthesis approaches from neural data to develop speech Brain-Computer Interfaces and speech neuroprostheses. |
format | Online Article Text |
id | pubmed-9307753 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Nature Publishing Group UK |
record_format | MEDLINE/PubMed |
spelling | pubmed-93077532022-07-24 Dataset of Speech Production in intracranial Electroencephalography Verwoert, Maxime Ottenhoff, Maarten C. Goulis, Sophocles Colon, Albert J. Wagner, Louis Tousseyn, Simon van Dijk, Johannes P. Kubben, Pieter L. Herff, Christian Sci Data Data Descriptor Speech production is an intricate process involving a large number of muscles and cognitive processes. The neural processes underlying speech production are not completely understood. As speech is a uniquely human ability, it can not be investigated in animal models. High-fidelity human data can only be obtained in clinical settings and is therefore not easily available to all researchers. Here, we provide a dataset of 10 participants reading out individual words while we measured intracranial EEG from a total of 1103 electrodes. The data, with its high temporal resolution and coverage of a large variety of cortical and sub-cortical brain regions, can help in understanding the speech production process better. Simultaneously, the data can be used to test speech decoding and synthesis approaches from neural data to develop speech Brain-Computer Interfaces and speech neuroprostheses. Nature Publishing Group UK 2022-07-22 /pmc/articles/PMC9307753/ /pubmed/35869138 http://dx.doi.org/10.1038/s41597-022-01542-9 Text en © The Author(s) 2022 https://creativecommons.org/licenses/by/4.0/Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made. The images or other third party material in this article are included in the article’s Creative Commons license, unless indicated otherwise in a credit line to the material. If material is not included in the article’s Creative Commons license and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this license, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) . |
spellingShingle | Data Descriptor Verwoert, Maxime Ottenhoff, Maarten C. Goulis, Sophocles Colon, Albert J. Wagner, Louis Tousseyn, Simon van Dijk, Johannes P. Kubben, Pieter L. Herff, Christian Dataset of Speech Production in intracranial Electroencephalography |
title | Dataset of Speech Production in intracranial Electroencephalography |
title_full | Dataset of Speech Production in intracranial Electroencephalography |
title_fullStr | Dataset of Speech Production in intracranial Electroencephalography |
title_full_unstemmed | Dataset of Speech Production in intracranial Electroencephalography |
title_short | Dataset of Speech Production in intracranial Electroencephalography |
title_sort | dataset of speech production in intracranial electroencephalography |
topic | Data Descriptor |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9307753/ https://www.ncbi.nlm.nih.gov/pubmed/35869138 http://dx.doi.org/10.1038/s41597-022-01542-9 |
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