Neurolinguistic and machine-learning perspectives on direct speech BCIs for restoration of naturalistic communication

Author:

Iljina Olga12345,Derix Johanna46,Schirrmeister Robin Tibor46,Schulze-Bonhage Andreas74,Auer Peter1238,Aertsen Ad59,Ball Tonio46

Affiliation:

1. GRK 1624 ‘Frequency effects in language’, University of Freiburg, Freiburg, Germany

2. Department of German Linguistics, University of Freiburg, Freiburg, Germany

3. Hermann Paul School of Linguistics, University of Freiburg, Germany

4. BrainLinks-BrainTools, University of Freiburg, Freiburg, Germany

5. Neurobiology and Biophysics, Faculty of Biology, University of Freiburg, Freiburg, Germany

6. Translational Neurotechnology Lab, Department of Neurosurgery, University Medical Center Freiburg, Faculty of Medicine, University of Freiburg, Freiburg, Germany

7. Epilepsy Center, Department of Neurosurgery, University Medical Center Freiburg, Faculty of Medicine, University of Freiburg, Freiburg, Germany

8. Freiburg Institute for Advanced Studies (FRIAS), University of Freiburg, Freiburg, Germany

9. Bernstein Center Freiburg, University of Freiburg, Germany

Funder

BrainLinks-BrainTools

Publisher

Informa UK Limited

Subject

Electrical and Electronic Engineering,Behavioral Neuroscience,Human-Computer Interaction,Biomedical Engineering

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1. Neural Decoding of Spontaneous Overt and Intended Speech;Journal of Speech, Language, and Hearing Research;2024-08-06

2. Situated and Ethically Sensitive Interviewing: Critical Phenomenology in the Context of Neurotechnology;Techno:Phil – Aktuelle Herausforderungen der Technikphilosophie;2024

3. Direct speech reconstruction from sensorimotor brain activity with optimized deep learning models;Journal of Neural Engineering;2023-09-20

4. DAIS: The Delft Database of EEG Recordings of Dutch Articulated and Imagined Speech;ICASSP 2023 - 2023 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP);2023-06-04

5. Effects of EEG Analysis Window Location on Classifying Spoken Mandarin Monosyllables;2023 11th International IEEE/EMBS Conference on Neural Engineering (NER);2023-04-24

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