Decoding covert speech from EEG-a comprehensive review

JT Panachakel, AG Ramakrishnan - Frontiers in neuroscience, 2021 - frontiersin.org
Over the past decade, many researchers have come up with different implementations of
systems for decoding covert or imagined speech from EEG (electroencephalogram). They …

Silent speech interfaces for speech restoration: A review

JA Gonzalez-Lopez, A Gomez-Alanis… - IEEE …, 2020 - ieeexplore.ieee.org
This review summarises the status of silent speech interface (SSI) research. SSIs rely on non-
acoustic biosignals generated by the human body during speech production to enable …

Towards reconstructing intelligible speech from the human auditory cortex

H Akbari, B Khalighinejad, JL Herrero, AD Mehta… - Scientific reports, 2019 - nature.com
Auditory stimulus reconstruction is a technique that finds the best approximation of the
acoustic stimulus from the population of evoked neural activity. Reconstructing speech from …

Speech synthesis from ECoG using densely connected 3D convolutional neural networks

M Angrick, C Herff, E Mugler, MC Tate… - Journal of neural …, 2019 - iopscience.iop.org
Objective. Direct synthesis of speech from neural signals could provide a fast and natural
way of communication to people with neurological diseases. Invasively-measured brain …

Biosignal-based spoken communication: A survey

T Schultz, M Wand, T Hueber… - … on Audio, Speech …, 2017 - ieeexplore.ieee.org
Speech is a complex process involving a wide range of biosignals, including but not limited
to acoustics. These biosignals-stemming from the articulators, the articulator muscle …

[HTML][HTML] Machine learning based brain signal decoding for intelligent adaptive deep brain stimulation

T Merk, V Peterson, R Köhler, S Haufe… - Experimental …, 2022 - Elsevier
Sensing enabled implantable devices and next-generation neurotechnology allow real-time
adjustments of invasive neuromodulation. The identification of symptom and disease …

Online speech synthesis using a chronically implanted brain–computer interface in an individual with ALS

M Angrick, S Luo, Q Rabbani, DN Candrea, S Shah… - Scientific reports, 2024 - nature.com
Brain–computer interfaces (BCIs) that reconstruct and synthesize speech using brain activity
recorded with intracranial electrodes may pave the way toward novel communication …

Real-time synthesis of imagined speech processes from minimally invasive recordings of neural activity

M Angrick, MC Ottenhoff, L Diener, D Ivucic… - Communications …, 2021 - nature.com
Speech neuroprosthetics aim to provide a natural communication channel to individuals
who are unable to speak due to physical or neurological impairments. Real-time synthesis of …

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 potential of stereotactic-EEG for brain-computer interfaces: current progress and future directions

C Herff, DJ Krusienski, P Kubben - Frontiers in neuroscience, 2020 - frontiersin.org
Stereotactic electroencephalogaphy (sEEG) utilizes localized, penetrating depth electrodes
to measure electrophysiological brain activity. It is most commonly used in the identification …