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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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Right now the digital security needs of Russians and Ukrainians are very different, and they lead to very different caveats about how to mitigate the risks associated with using Telegram. For Ukrainians in Ukraine, whose physical safety is at risk because they are in a war zone, digital security is probably not their highest priority. They may value access to news and communication with their loved ones over making sure that all of their communications are encrypted in such a manner that they are indecipherable to Telegram, its employees, or governments with court orders. But because group chats and the channel features are not end-to-end encrypted, Galperin said user privacy is potentially under threat. Telegram was co-founded by Pavel and Nikolai Durov, the brothers who had previously created VKontakte. VK is Russia’s equivalent of Facebook, a social network used for public and private messaging, audio and video sharing as well as online gaming. In January, SimpleWeb reported that VK was Russia’s fourth most-visited website, after Yandex, YouTube and Google’s Russian-language homepage. In 2016, Forbes’ Michael Solomon described Pavel Durov (pictured, below) as the “Mark Zuckerberg of Russia.” So, uh, whenever I hear about Telegram, it’s always in relation to something bad. What gives? READ MORE
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