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03/13/2023
Speech Intelligibility Classifiers from 550k Disordered Speech Samples
We developed dysarthric speech intelligibility classifiers on 551,176 di...
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07/01/2022
Learning to correct spectral methods for simulating turbulent flows
Despite their ubiquity throughout science and engineering, only a handfu...
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05/08/2022
Context-Aware Abbreviation Expansion Using Large Language Models
Motivated by the need for accelerating text entry in augmentative and al...
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07/23/2021
Using a Cross-Task Grid of Linear Probes to Interpret CNN Model Predictions On Retinal Images
We analyze a dataset of retinal images using linear probes: linear regre...
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07/08/2021
Comparing Supervised Models And Learned Speech Representations For Classifying Intelligibility Of Disordered Speech On Selected Phrases
Automatic classification of disordered speech can provide an objective t...
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02/22/2021
Variational Data Assimilation with a Learned Inverse Observation Operator
Variational data assimilation optimizes for an initial state of a dynami...
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01/28/2021
Machine learning accelerated computational fluid dynamics
Numerical simulation of fluids plays an essential role in modeling many ...
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11/27/2018