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HumBug Zooniverse: a crowd-sourced acoustic mosquito dataset

Feb 14, 2020
Ivan Kiskin, Adam D. Cobb, Lawrence Wang, Stephen Roberts

* Awarded Best Paper at the 2019 NeurIPS ML4D workshop. Accepted at ICASSP 2020 

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Super-resolution of Time-series Labels for Bootstrapped Event Detection

Jun 01, 2019
Ivan Kiskin, Udeepa Meepegama, Steven Roberts

* Accepted at the Time-series workshop at ICML 2019, Long Beach 

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Cost-sensitive detection with variational autoencoders for environmental acoustic sensing

Dec 07, 2017
Yunpeng Li, Ivan Kiskin, Davide Zilli, Marianne Sinka, Henry Chan, Kathy Willis, Stephen Roberts

* Presented at the NIPS 2017 Workshop on Machine Learning for Audio Signal Processing 

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Mosquito detection with low-cost smartphones: data acquisition for malaria research

Dec 06, 2017
Yunpeng Li, Davide Zilli, Henry Chan, Ivan Kiskin, Marianne Sinka, Stephen Roberts, Kathy Willis

* Presented at NIPS 2017 Workshop on Machine Learning for the Developing World 

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Mosquito Detection with Neural Networks: The Buzz of Deep Learning

May 15, 2017
Ivan Kiskin, Bernardo Pérez Orozco, Theo Windebank, Davide Zilli, Marianne Sinka, Kathy Willis, Stephen Roberts

* For data and software related to this paper, see Submitted as a conference paper to ECML 2017 

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