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Recent Advances in Computer Audition for Diagnosing COVID-19: An Overview
Computer audition (CA) has been demonstrated to be efficient in healthcare domains for speech-affecting disorders (e. g., autism spectrum, depression, or Parkinson's disease) and body sound-affecting abnormalities (e. g., abnormal bowel sounds, heart murmurs, or snore sounds).
deepSELF: An Open Source Deep Self End-to-End Learning Framework
To the best of our knowledge, it is the first public toolkit assembling a series of state-of-the-art deep learning technologies.
An Early Study on Intelligent Analysis of Speech under COVID-19: Severity, Sleep Quality, Fatigue, and Anxiety
In particular, by analysing speech recordings from these patients, we construct audio-only-based models to automatically categorise the health state of patients from four aspects, including the severity of illness, sleep quality, fatigue, and anxiety.
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