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Let's Read: Transformer Models, Part 1

Let's Read: Transformer Models, Part 1
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Ashish Vaswani , International Conference On Neural Information Processing Systems , Large Language Models , International Conference , Neural Information Processing Systems ,

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 ....

United States , Paulh Brookes , Jd Organization , International Conference On Learning Representations , Pacific Rim Conference On Communications Computers , International Conference On Machine , Virtual User Forum , Curran Associates , Association For Computational Linguistics , International Conference On Machine Learning Vol , International Conference On Neural Information Processing Systems , Workshop At International Conference On Learning Representations , International Conference On Acoustics , International Brain , Information Processing Association Annual Summit , Brain Computer Interface , Alternative Communication , International Conference , New Era , Robust Speech Recognition , Exploiting Deep , Neural Eng , Audio Speech , Signal Processing , Amazon Mechanical , Implicit Communication ,

Mario Carpo on the new humanism - Artforum International

BORN IN 1956, artificial intelligence is, demographically speaking, a Baby Boomer. And, like many of that generation, it was often inclined to overoptimism, promising more than it could deliver. The original goal of artificial intelligence a machine that could solve any problem by dint of massive, randomized trial-and-error routines was shelved when it became evident that computers of the time were not powerful enough to work that way. In the decades that followed, computers mastered simpler utilitarian tasks: Rule-based systems (also known as expert systems or knowledge-based systems) to this ....

Bartlett School , United States , France General , University Of Chicago , University Of Pennsylvania , United Kingdom , Champagne Ardenne , Francesco Marcolini , George Kubler , Daniel Bolojan Nonstandardstudio , Richard Shiff , Roland Barthes , Scott Reed , Julia Kristeva , Ian Goodfellow , Mario Carpo , Giorgio Vasari , Robert Nelson , Berel Lang , Alexanders Ecker , Mary Hvattum , Matthias Bethge , Clement Greenberg , Howard Roark , Jas Elsner , Las Vegas ,