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07/19/2023
TinyTrain: Deep Neural Network Training at the Extreme Edge
On-device training is essential for user personalisation and privacy. Wi...
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01/28/2023
who is snoring? snore based user recognition
Snoring is one of the most prominent symptoms of Obstructive Sleep Apnea...
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03/08/2022
YONO: Modeling Multiple Heterogeneous Neural Networks on Microcontrollers
With the advancement of Deep Neural Networks (DNN) and large amounts of ...
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02/21/2022
Enabling On-Device Smartphone GPU based Training: Lessons Learned
Deep Learning (DL) has shown impressive performance in many mobile appli...
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02/17/2022
A Summary of the ComParE COVID-19 Challenges
The COVID-19 pandemic has caused massive humanitarian and economic damag...
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01/04/2022
COVID-19 Disease Progression Prediction via Audio Signals: A Longitudinal Study
Recent work has shown the potential of the use of audio data in screenin...
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06/29/2021
Sounds of COVID-19: exploring realistic performance of audio-based digital testing
Researchers have been battling with the question of how we can identify ...
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06/14/2021
FastICARL: Fast Incremental Classifier and Representation Learning with Efficient Budget Allocation in Audio Sensing Applications
Various incremental learning (IL) approaches have been proposed to help ...
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02/24/2021
The INTERSPEECH 2021 Computational Paralinguistics Challenge: COVID-19 Cough, COVID-19 Speech, Escalation Primates
The INTERSPEECH 2021 Computational Paralinguistics Challenge addresses f...
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02/11/2021
The Benefit of the Doubt: Uncertainty Aware Sensing for Edge Computing Platforms
Neural networks (NNs) lack measures of "reliability" estimation that wou...
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02/10/2021
Exploring Automatic COVID-19 Diagnosis via voice and symptoms from Crowdsourced Data
The development of fast and accurate screening tools, which could facili...
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08/12/2020
A First Step Towards On-Device Monitoring of Body Sounds in the Wild
Body sounds provide rich information about the state of the human body a...
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06/10/2020
Exploring Automatic Diagnosis of COVID-19 from Crowdsourced Respiratory Sound Data
Audio signals generated by the human body (e.g., sighs, breathing, heart...
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09/22/2017