Thursday, August 24, 2023

Paralyzed woman communication breakthrough

Paralysed woman speaks
In a pioneering global achievement, a woman with paralysis demonstrates the capability to communicate via a digital avatar.

The most recent technological advancement employs minute electrodes on the cerebral surface and offers superior speed in comparison to synthesizers reliant on ocular tracking.

Through the utilization of cutting-edge technology, a woman marked by severe paralysis has managed to convey her thoughts via an avatar, a phenomenon enabled by the translation of her brain signals into both verbal communication and intricate facial expressions.

The strides made in this field elicit hopes for a forthcoming transformation in the lives of individuals bereft of speech due to challenges like strokes and amyotrophic lateral sclerosis (ALS). This underlines the potential of brain-computer interfaces (BCIs) to effect substantial change.

Previously, individuals in need of such communication tools were compelled to depend on speech synthesizers of a considerably sluggish nature. These systems necessitated the laborious task of spelling out words by means of eye tracking or minor facial motions, rendering organic dialogue an impractical feat.

Utilizing state-of-the-art technology, minuscule electrodes are surgically placed on the cerebral surface to monitor electrical signals within the speech and facial motor control regions of the brain. These neural signals are then instantaneously converted into verbal articulations and nuanced facial expressions, encompassing emotions such as smiling, frowning, and astonishment, as portrayed by a digital avatar.

"The overarching objective is to reinstate a comprehensive, corporeal mode of communication, which inherently represents the most instinctive manner for us to engage in conversations with fellow individuals," remarked Professor Edward Chang, who spearheaded the research at the University of California, San Francisco (UCSF). "These strides significantly propel us towards the realization of an effective remedy for patients."

The person under consideration is Ann, a 47-year-old woman, who has been afflicted with severe paralysis following a brainstem stroke that occurred more than 18 years ago. Her ability to speak or type is compromised, necessitating her reliance on movement-tracking technology for communication. This technology allows her to methodically select letters at a rate of up to 14 words per minute. With optimism, she envisions that the integration of avatar technology could potentially facilitate her pursuit of a career as a counselor.

The research team meticulously inserted a slender, paper-thin structure consisting of 253 electrodes onto the cortical surface of Ann's brain, precisely positioned over a pivotal area essential for speech functions. The electrodes adeptly intercepted neural signals that, under normal circumstances prior to the stroke, would have governed the coordinated movement of muscles within her tongue, jaw, larynx, and facial region.

Following the surgical implantation, Ann actively participated in conjunction with the research team to facilitate the progressive training of the system's artificial intelligence algorithm. This endeavor entailed the iterative repetition of different phrases, thereby allowing the algorithm to discern her specific cerebral signals corresponding to various speech sounds.

The computational system assimilated 39 distinct phonetic nuances, followed by the utilization of a language model akin to ChatGPT. This model was harnessed to interpret the cerebral signals and render them into coherent sentences. Subsequently, the processed output was employed to direct an avatar, replete with a voice uniquely tailored to mirror Ann's pre-injury vocal characteristics. The voice replication was accomplished through leveraging an audio recording of Ann's dialogue during her wedding ceremony.

The technology exhibited imperfections, inaccurately deciphering words in 28% of instances during a trial encompassing over 500 phrases. Additionally, it achieved a brain-to-text conversion rate of 78 words per minute, in contrast to the customary 110-150 words spoken within the context of natural discourse.

Still, scientists have observed that the recent strides made in terms of accuracy, speed, and complexity propose that the technology has now reached a juncture where it can be pragmatically beneficial for patients.

Professor Nick Ramsey, a neuroscientist affiliated with the University of Utrecht in the Netherlands and not associated with this study, remarked, "The magnitude of progress demonstrated here is notably remarkable in contrast to prior outcomes. We currently stand at a pivotal juncture.

"An essential forthcoming phase involves the development of a wireless iteration of the brain-computer interface (BCI), designed for implantation beneath the cranial bone.

According to Dr. David Moses, a co-author of the study and an assistant professor in neurological surgery at UCSF, "Enabling individuals to exercise unfettered control over their personal computers and mobile devices through the application of this technology could yield substantial implications for their autonomy and social engagements."

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