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 …
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 …
acoustic biosignals generated by the human body during speech production to enable …
Imagined speech can be decoded from low-and cross-frequency intracranial EEG features
Reconstructing intended speech from neural activity using brain-computer interfaces holds
great promises for people with severe speech production deficits. While decoding overt …
great promises for people with severe speech production deficits. While decoding overt …
Speech synthesis from ECoG using densely connected 3D convolutional neural networks
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 …
way of communication to people with neurological diseases. Invasively-measured brain …
Neurolinguistics research advancing development of a direct-speech brain-computer interface
A direct-speech brain-computer interface (DS-BCI) acquires neural signals corresponding to
imagined speech, then processes and decodes these signals to produce a linguistic output …
imagined speech, then processes and decodes these signals to produce a linguistic output …
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 …
processes. The neural processes underlying speech production are not completely …
Direct-sense brain–computer interfaces and wearable computers
Brain-computer interfaces (BCIs) allow users to communicate directly with external devices
via their brain signals. Recently, BCIs, and wearable computers in particular, have been …
via their brain signals. Recently, BCIs, and wearable computers in particular, have been …
Observation and assessment of acoustic contamination of electrophysiological brain signals during speech production and sound perception
P Roussel, G Le Godais, F Bocquelet… - Journal of Neural …, 2020 - iopscience.iop.org
Objective. A current challenge of neurotechnologies is to develop speech brain-computer
interfaces aiming at restoring communication in people unable to speak. To achieve a proof …
interfaces aiming at restoring communication in people unable to speak. To achieve a proof …
Ethical challenges of risk, informed consent, and posttrial responsibilities in human research with neural devices: a review
Importance Developing more and better diagnostic and therapeutic tools for central nervous
system disorders is an ethical imperative. Human research with neural devices is important …
system disorders is an ethical imperative. Human research with neural devices is important …
The LightGBM-based classification algorithm for Chinese characters speech imagery BCI system
H Pan, Z Li, C Tian, L Wang, Y Fu, X Qin, F Liu - Cognitive Neurodynamics, 2023 - Springer
Brain–computer interface (BCI) can obtain text information by decoding language induced
electroencephalogram (EEG) signals, so as to restore communication ability for patients with …
electroencephalogram (EEG) signals, so as to restore communication ability for patients with …