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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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The message was not authentic, with the real Zelenskiy soon denying the claim on his official Telegram channel, but the incident highlighted a major problem: disinformation quickly spreads unchecked on the encrypted app. Some privacy experts say Telegram is not secure enough Given the pro-privacy stance of the platform, it’s taken as a given that it’ll be used for a number of reasons, not all of them good. And Telegram has been attached to a fair few scandals related to terrorism, sexual exploitation and crime. Back in 2015, Vox described Telegram as “ISIS’ app of choice,” saying that the platform’s real use is the ability to use channels to distribute material to large groups at once. Telegram has acted to remove public channels affiliated with terrorism, but Pavel Durov reiterated that he had no business snooping on private conversations. But Kliuchnikov, the Ukranian now in France, said he will use Signal or WhatsApp for sensitive conversations, but questions around privacy on Telegram do not give him pause when it comes to sharing information about the war.
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