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 …
Word pair classification during imagined speech using direct brain recordings
People that cannot communicate due to neurological disorders would benefit from an
internal speech decoder. Here, we showed the ability to classify individual words during …
internal speech decoder. Here, we showed the ability to classify individual words during …
Brain-to-text: decoding spoken phrases from phone representations in the brain
It has long been speculated whether communication between humans and machines based
on natural speech related cortical activity is possible. Over the past decade, studies have …
on natural speech related cortical activity is possible. Over the past decade, studies have …
Generating natural, intelligible speech from brain activity in motor, premotor, and inferior frontal cortices
Neural interfaces that directly produce intelligible speech from brain activity would allow
people with severe impairment from neurological disorders to communicate more naturally …
people with severe impairment from neurological disorders to communicate more naturally …
A neural speech decoding framework leveraging deep learning and speech synthesis
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 …
technologies that aim to restore speech in populations with neurological deficits. However, it …
[HTML][HTML] Brain-computer interface: applications to speech decoding and synthesis to augment communication
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 …
in brainstem strokes or amyotrophic lateral sclerosis (ALS), can interfere with efficient …
Decoding spectrotemporal features of overt and covert speech from the human cortex
Auditory perception and auditory imagery have been shown to activate overlapping brain
regions. We hypothesized that these phenomena also share a common underlying neural …
regions. We hypothesized that these phenomena also share a common underlying neural …
Decoding speech perception from non-invasive brain recordings
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 …
neuroscience. Invasive devices have recently led to major milestones in this regard: deep …
A state-of-the-art review of EEG-based imagined speech decoding
Currently, the most used method to measure brain activity under a non-invasive procedure is
the electroencephalogram (EEG). This is because of its high temporal resolution, ease of …
the electroencephalogram (EEG). This is because of its high temporal resolution, ease of …
Decoding spoken English from intracortical electrode arrays in dorsal precentral gyrus
Objective. To evaluate the potential of intracortical electrode array signals for brain-computer
interfaces (BCIs) to restore lost speech, we measured the performance of decoders trained …
interfaces (BCIs) to restore lost speech, we measured the performance of decoders trained …