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Breakthrough Brain-Computer Interface Offers Hope for Speech-Impaired Patients

Title: “Breakthrough Brain-Computer Interface Offers Hope for Speech-Impaired Patients”

In a remarkable breakthrough, a profoundly paralyzed woman has found her voice through an innovative avatar, thanks to technology capable of translating her brain signals into speech and facial expressions. This achievement has ignited optimism that brain-computer-interfaces (BCIs) are on the cusp of revolutionizing the lives of individuals who’ve lost their ability to speak due to conditions like strokes and amyotrophic lateral sclerosis (ALS).

Traditionally, patients have had to rely on painstakingly slow speech synthesizers, often involving spelling out words through eye tracking or minor facial movements, rendering natural conversations virtually impossible. However, this pioneering technology employs minuscule electrodes implanted on the brain’s surface to detect electrical signals in the region responsible for speech and facial movements. These signals are then seamlessly translated into an avatar’s speech and expressions, including smiles, frowns, and surprises.

Professor Edward Chang, leading the research at the University of California, San Francisco (UCSF), expressed, “Our goal is to restore a full, embodied way of communicating, which is really the most natural way for us to talk with others. These advancements bring us much closer to making this a real solution for patients.”

Ann, a 47-year-old woman severely paralyzed by a brainstem stroke over 18 years ago, was selected for this pioneering endeavor. She has been unable to speak or type and relies on movement-tracking technology, allowing her to painstakingly select letters at a rate of up to 14 words per minute. Ann envisions that this avatar technology could open doors for her, possibly allowing her to work as a counselor in the future.

To implement the system, the research team implanted a thin rectangle containing 253 electrodes onto the surface of Ann’s brain, specifically targeting the speech-control region. These electrodes intercepted brain signals that, if not for the stroke, would have directed her tongue, jaw, larynx, and facial muscles.

Following implantation, Ann worked closely with the team to train the system’s AI algorithm to recognize her unique brain signals for various speech sounds by repetitively uttering different phrases. The computer learned 39 distinct sounds, and a language model similar to Chat GPT was employed to transform the signals into coherent sentences. These sentences were used to control an avatar, complete with a voice tailored to sound like Ann’s voice before her injury, based on a recording from her wedding.

While the technology is not flawless, with an error rate of 28% in test runs comprising over 500 phrases, and a brain-to-text speed of 78 words per minute (compared to the typical 110-150 words in natural conversation), scientists believe that these recent advancements in accuracy and speed indicate practical usability for patients.

Dr. David Moses, co-author of the research and assistant professor in neurological surgery at UCSF, noted, “Giving people the ability to freely control their own computers and phones with this technology would have profound effects on their independence and social interactions.”

 

Aug 28, 2023Captain Nemo
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