[HTML][HTML] Brain-computer interface: applications to speech decoding and synthesis to augment communication

S Luo, Q Rabbani, NE Crone - Neurotherapeutics, 2023 - Elsevier
Damage or degeneration of motor pathways necessary for speech and other movements, as
in brainstem strokes or amyotrophic lateral sclerosis (ALS), can interfere with efficient …

Decoding speech perception from non-invasive brain recordings

A Défossez, C Caucheteux, J Rapin, O Kabeli… - Nature Machine …, 2023 - nature.com
Decoding speech from brain activity is a long-awaited goal in both healthcare and
neuroscience. Invasive devices have recently led to major milestones in this regard: deep …

Imagined speech can be decoded from low-and cross-frequency intracranial EEG features

T Proix, J Delgado Saa, A Christen, S Martin… - Nature …, 2022 - nature.com
Reconstructing intended speech from neural activity using brain-computer interfaces holds
great promises for people with severe speech production deficits. While decoding overt …

Harnessing the power of artificial intelligence in otolaryngology and the communication sciences

BS Wilson, DL Tucci, DA Moses, EF Chang… - Journal of the …, 2022 - Springer
Use of artificial intelligence (AI) is a burgeoning field in otolaryngology and the
communication sciences. A virtual symposium on the topic was convened from Duke …

Distributed feedforward and feedback cortical processing supports human speech production

R Wang, X Chen, A Khalilian-Gourtani… - Proceedings of the …, 2023 - National Acad Sciences
Speech production is a complex human function requiring continuous feedforward
commands together with reafferent feedback processing. These processes are carried out …

A neural speech decoding framework leveraging deep learning and speech synthesis

X Chen, R Wang, A Khalilian-Gourtani, L Yu… - Nature Machine …, 2024 - nature.com
Decoding human speech from neural signals is essential for brain–computer interface (BCI)
technologies that aim to restore speech in populations with neurological deficits. However, it …

[HTML][HTML] Decoding grasp and speech signals from the cortical grasp circuit in a tetraplegic human

SK Wandelt, S Kellis, DA Bjånes, K Pejsa, B Lee, C Liu… - Neuron, 2022 - cell.com
The cortical grasp network encodes planning and execution of grasps and processes
spoken and written aspects of language. High-level cortical areas within this network are …

Dataset of speech production in intracranial electroencephalography

M Verwoert, MC Ottenhoff, S Goulis, AJ Colon… - Scientific data, 2022 - nature.com
Speech production is an intricate process involving a large number of muscles and cognitive
processes. The neural processes underlying speech production are not completely …

The nested hierarchy of overt, mouthed, and imagined speech activity evident in intracranial recordings

PZ Soroush, C Herff, SK Ries, JJ Shih, T Schultz… - NeuroImage, 2023 - Elsevier
Recent studies have demonstrated that it is possible to decode and synthesize various
aspects of acoustic speech directly from intracranial measurements of electrophysiological …

Representation of internal speech by single neurons in human supramarginal gyrus

SK Wandelt, DA Bjånes, K Pejsa, B Lee, C Liu… - Nature human …, 2024 - nature.com
Speech brain–machine interfaces (BMIs) translate brain signals into words or audio outputs,
enabling communication for people having lost their speech abilities due to diseases or …