Dataset of Speech Production in intracranial Electroencephalography

M. Verwoert; M.C. Ottenhoff; S. Goulis; A.J. Colon; L. Wagner; S. Tousseyn; J.P. van Dijk; P.L. Kubben; C. Herff

doi:10.1038/s41597-022-01542-9

Dataset of Speech Production in intracranial Electroencephalography

M. Verwoert^*, M.C. Ottenhoff, S. Goulis, A.J. Colon, L. Wagner, S. Tousseyn, J.P. van Dijk, P.L. Kubben, C. Herff^*

^*Corresponding author for this work

Research output: Contribution to journal › Article › Academic › peer-review

Abstract

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.

Original language	English
Article number	434
Number of pages	9
Journal	Scientific data
Volume	9
Issue number	1
DOIs	https://doi.org/10.1038/s41597-022-01542-9
Publication status	Published - 22 Jul 2022

Keywords

COMMUNICATION
EEG

Access to Document

10.1038/s41597-022-01542-9Licence: CC BY

Cite this

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title = "Dataset of Speech Production in intracranial Electroencephalography",

abstract = "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.",

keywords = "COMMUNICATION, EEG",

author = "M. Verwoert and M.C. Ottenhoff and S. Goulis and A.J. Colon and L. Wagner and S. Tousseyn and {van Dijk}, J.P. and P.L. Kubben and C. Herff",

note = "data source: Audio data and intracranial brain recordings from epileptic patients acquired on a voluntary basis at Epilepsy Center Kempenhaeghe in collaboration with Maastricht University",

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doi = "10.1038/s41597-022-01542-9",

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T1 - Dataset of Speech Production in intracranial Electroencephalography

AU - Verwoert, M.

AU - Ottenhoff, M.C.

AU - Goulis, S.

AU - Colon, A.J.

AU - Wagner, L.

AU - Tousseyn, S.

AU - van Dijk, J.P.

AU - Kubben, P.L.

AU - Herff, C.

N1 - data source: Audio data and intracranial brain recordings from epileptic patients acquired on a voluntary basis at Epilepsy Center Kempenhaeghe in collaboration with Maastricht University

PY - 2022/7/22

Y1 - 2022/7/22

N2 - 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.

AB - 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.

KW - COMMUNICATION

KW - EEG

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DO - 10.1038/s41597-022-01542-9

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