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06/15/2023
Few-shot bioacoustic event detection at the DCASE 2023 challenge
Few-shot bioacoustic event detection consists in detecting sound events ...
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05/26/2023
Dual Bayesian ResNet: A Deep Learning Approach to Heart Murmur Detection
This study presents our team PathToMyHeart's contribution to the George ...
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05/22/2023
Learning to detect an animal sound from five examples
Automatic detection and classification of animal sounds has many applica...
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12/15/2022
Audio-based AI classifiers show no evidence of improved COVID-19 screening over simple symptoms checkers
Recent work has reported that AI classifiers trained on audio recordings...
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12/15/2022
Statistical Design and Analysis for Robust Machine Learning: A Case Study from COVID-19
Since early in the coronavirus disease 2019 (COVID-19) pandemic, there h...
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12/15/2022
A large-scale and PCR-referenced vocal audio dataset for COVID-19
The UK COVID-19 Vocal Audio Dataset is designed for the training and eva...
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05/13/2022
The ACM Multimedia 2022 Computational Paralinguistics Challenge: Vocalisations, Stuttering, Activity, Mosquitoes
The ACM Multimedia 2022 Computational Paralinguistics Challenge addresse...
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10/14/2021
HumBugDB: A Large-scale Acoustic Mosquito Dataset
This paper presents the first large-scale multi-species dataset of acous...
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01/14/2020
HumBug Zooniverse: a crowd-sourced acoustic mosquito dataset
Mosquitoes are the only known vector of malaria, which leads to hundreds...
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06/01/2019
Super-resolution of Time-series Labels for Bootstrapped Event Detection
Solving real-world problems, particularly with deep learning, relies on ...
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12/07/2017
Cost-sensitive detection with variational autoencoders for environmental acoustic sensing
Environmental acoustic sensing involves the retrieval and processing of ...
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11/16/2017
Mosquito detection with low-cost smartphones: data acquisition for malaria research
Mosquitoes are a major vector for malaria, causing hundreds of thousands...
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05/15/2017