Cargando…

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...

Descripción completa

Detalles Bibliográficos
Autores principales: Verwoert, Maxime, Ottenhoff, Maarten C., Goulis, Sophocles, Colon, Albert J., Wagner, Louis, Tousseyn, Simon, van Dijk, Johannes P., Kubben, Pieter L., Herff, Christian
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2022
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
_version_ 1784752834072281088
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
work_keys_str_mv AT verwoertmaxime datasetofspeechproductioninintracranialelectroencephalography
AT ottenhoffmaartenc datasetofspeechproductioninintracranialelectroencephalography
AT goulissophocles datasetofspeechproductioninintracranialelectroencephalography
AT colonalbertj datasetofspeechproductioninintracranialelectroencephalography
AT wagnerlouis datasetofspeechproductioninintracranialelectroencephalography
AT tousseynsimon datasetofspeechproductioninintracranialelectroencephalography
AT vandijkjohannesp datasetofspeechproductioninintracranialelectroencephalography
AT kubbenpieterl datasetofspeechproductioninintracranialelectroencephalography
AT herffchristian datasetofspeechproductioninintracranialelectroencephalography