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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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In the United States, Telegram's lower public profile has helped it mostly avoid high level scrutiny from Congress, but it has not gone unnoticed. "Someone posing as a Ukrainian citizen just joins the chat and starts spreading misinformation, or gathers data, like the location of shelters," Tsekhanovska said, noting how false messages have urged Ukrainians to turn off their phones at a specific time of night, citing cybersafety. The War on Fakes channel has repeatedly attempted to push conspiracies that footage from Ukraine is somehow being falsified. One post on the channel from February 24 claimed without evidence that a widely viewed photo of a Ukrainian woman injured in an airstrike in the city of Chuhuiv was doctored and that the woman was seen in a different photo days later without injuries. The post, which has over 600,000 views, also baselessly claimed that the woman's blood was actually makeup or grape juice. WhatsApp, a rival messaging platform, introduced some measures to counter disinformation when Covid-19 was first sweeping the world. 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.
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