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Berkeley developed a streaming “brain-to-voice” neuroprosthesis which restores naturalistic, fluent, intelligible speech to a person who has paralysis.

Researchers adopted streaming transducer techniques similar to methods used by popular ASR methods like Siri or Alexa, and repurposed them for personalized brain-to-voice synthesis.

This approach resulted in significant improvements in the decoding speed of the brain-to-voice neuroprosthesis compared to prior approaches with longer delays.

Researchers also show continuous long-form brain-to-voice synthesis, robustness to model-generated auditory feedback, and out-of-vocabulary brain-to-voice synthesis.



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Berkeley developed a streaming “brain-to-voice” neuroprosthesis which restores naturalistic, fluent, intelligible speech to a person who has paralysis.

Researchers adopted streaming transducer techniques similar to methods used by popular ASR methods like Siri or Alexa, and repurposed them for personalized brain-to-voice synthesis.

This approach resulted in significant improvements in the decoding speed of the brain-to-voice neuroprosthesis compared to prior approaches with longer delays.

Researchers also show continuous long-form brain-to-voice synthesis, robustness to model-generated auditory feedback, and out-of-vocabulary brain-to-voice synthesis.

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Two days after Russia invaded Ukraine, an account on the Telegram messaging platform posing as President Volodymyr Zelenskiy urged his armed forces to surrender. Some people used the platform to organize ahead of the storming of the U.S. Capitol in January 2021, and last month Senator Mark Warner sent a letter to Durov urging him to curb Russian information operations on Telegram. Telegram has gained a reputation as the “secure” communications app in the post-Soviet states, but whenever you make choices about your digital security, it’s important to start by asking yourself, “What exactly am I securing? And who am I securing it from?” These questions should inform your decisions about whether you are using the right tool or platform for your digital security needs. Telegram is certainly not the most secure messaging app on the market right now. Its security model requires users to place a great deal of trust in Telegram’s ability to protect user data. For some users, this may be good enough for now. For others, it may be wiser to move to a different platform for certain kinds of high-risk communications. On February 27th, Durov posted that Channels were becoming a source of unverified information and that the company lacks the ability to check on their veracity. He urged users to be mistrustful of the things shared on Channels, and initially threatened to block the feature in the countries involved for the length of the war, saying that he didn’t want Telegram to be used to aggravate conflict or incite ethnic hatred. He did, however, walk back this plan when it became clear that they had also become a vital communications tool for Ukrainian officials and citizens to help coordinate their resistance and evacuations. "We as Ukrainians believe that the truth is on our side, whether it's truth that you're proclaiming about the war and everything else, why would you want to hide it?," he said.
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