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A high-performance neuroprosthesis for speech decoding and avatar control

Speech neuroprostheses have the potential to restore communication to people living with paralysis, but naturalistic speed and expressivity are elusive1. Here we use high-density surface recordings of the speech cortex in a clinical-trial participant with severe limb and vocal paralysis to achieve high-performance real-time decoding across three complementary speech-related output modalities: text, speech audio and facial-avatar animation. We trained and evaluated deep-learning models using neural data collected as the participant attempted to silently speak sentences. For text, we demonstrate accurate and rapid large-vocabulary decoding with a median rate of 78 words per minute and median word error rate of 25%. For speech audio, we demonstrate intelligible and rapid speech synthesis and personalization to the participant’s pre-injury voice. For facial-avatar animation, we demonstrate the control of virtual orofacial movements for speech and non-speech communic ....

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Detailed text transcripts for TV channel - CNN - 20180911:18:39:00

Trade center. and at the pentagon, vice president mike pence and defense secretary james mattis attended a ceremony at the pentagon, honoring the 184 who were killed there. and on this anniversary of the attacks, al qaeda is releasing what it claims is an audio speech from its leader, ayman al-zawahri, urging followers to conduct further attacks on the united states. in the 23 minute speech, he calls on muslims to wage war on the u.s. with me now, cnn national security analyst peter bergen, produced an interview with osama bin laden in 1997 always good to have you. it has been 17 years since 9/11. where is bin laden s number two, and why hasn t he been caught? brooke, thanks for having me on. he is almost certainly in pakistan where bin laden was ....

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CNN Around the World September 13, 2013 16:10:00

Ten minutes. so stick around for that. also coming up, prince william and duchess catherine making their first public appearance together since taking too imto focus on the new baby boy there. prince opening up about fatherhood to cnn. on a serious note, new threats from the al qaeda of leader al zawahiri in an audio speech, he calls for attacks inside the u.s. and not for the first time. our coverage of the crisis in syria continues. coming up, dr. sanjay gupta is back from a refugee camp near it the syrian border. he ll be joining us live. you re watching around the world thank you orville and wilbur. .amelia. neil and buzz: for teaching us that you can t create the future. by clinging to the past. and with that: you re history. instead of looking behind. delta is looking beyond. 80 thousand of us investing billions. in everything from the best experiences below. ....

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Detailed text transcripts for TV channel - FOXNEWS - 20110913:11:11:00

Released on jihadist web sites featured an audio speech by new heir and unreleased footage of usama bin laden. voters in queens and brooklyn deciding who is going to take over for democrat anthony weiner s congressional seat. latest polls show that democrat david weprin is trailing six points behind bob turner. both kandz dates turning to the big guns for last minute robocalls. hello, this is president bill clinton. i m calling to ask you to support david weprin. this is donald trump and i m not calling to fire you as we say on the apprentice. i m calling to fire you up. weiner s congressional seat expected to be eliminated actually by redistricting. whoever wins may only have the job for a little more than a year. it will be very telling who wins that race. look who is coming to dinner. iranian president mahmoud ahmadinejad getting the celebrity treatment again in new york. going to get it again next week dining with a group of students from columbia university. ....

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