Ivan Kiskin

26 papers A* 1Misc 1Journal 17Unranked 6
YearRankTypeTitle / Venue / Authors
2024 J jnl
Audio-based AI classifiers show no evidence of improved COVID-19 screening over simple symptoms checkers.
Nat. Mac. Intell.
Harry Coppock, George Nicholson, Ivan Kiskin, Vasiliki Koutra, Kieran Baker, Jobie Budd, Richard Payne, Emma Karoune, David Hurley, Alexander Titcomb, Sabrina Egglestone, Ana Tendero Cañadas, Lorraine Butler, Radka Jersakova, Jonathon Mellor, Selina Patel, Tracey Thornley, Peter Diggle, Sylvia Richardson, Josef Packham, Björn W. Schuller, Davide Pigoli, Steven G. Gilmour, Stephen J. Roberts, Christopher C. Holmes
2023 J jnl
Dual Bayesian ResNet: A Deep Learning Approach to Heart Murmur Detection.
CoRR
Benjamin Walker, Felix Krones, Ivan Kiskin, Guy Parsons, Terry J. Lyons, Adam Mahdi
2023 J jnl
Few-shot bioacoustic event detection at the DCASE 2023 challenge.
CoRR
Inês Nolasco, Burooj Ghani, Shubhr Singh, Ester Vidaña-Vila, Helen Whitehead, Emily Grout, Michael G. Emmerson, Frants H. Jensen, Ivan Kiskin, Joe Morford, Ariana Strandburg-Peshkin, Lisa F. Gill, Hanna Pamula, Vincent Lostanlen, Dan Stowell
2023 J jnl
Learning to detect an animal sound from five examples.
CoRR
Inês Nolasco, Shubhr Singh, Veronica Morfi, Vincent Lostanlen, Ariana Strandburg-Peshkin, Ester Vidaña-Vila, Lisa F. Gill, Hanna Pamula, Helen Whitehead, Ivan Kiskin, Frants H. Jensen, Joe Morford, Michael G. Emmerson, Elisabetta Versace, Emily Grout, Haohe Liu, Dan Stowell
2023 J jnl
Learning to detect an animal sound from five examples.
Ecol. Informatics
Inês Nolasco, Shubhr Singh, Veronica Morfi, Vincent Lostanlen, Ariana Strandburg-Peshkin, Ester Vidaña-Vila, Lisa F. Gill, Hanna Pamula, Helen Whitehead, Ivan Kiskin, Frants H. Jensen, Joe Morford, Michael G. Emmerson, Elisabetta Versace, Emily Grout, Haohe Liu, Burooj Ghani, Dan Stowell
2022 J jnl
A large-scale and PCR-referenced vocal audio dataset for COVID-19.
CoRR
Jobie Budd, Kieran Baker, Emma Karoune, Harry Coppock, Selina Patel, Ana Tendero Cañadas, Alexander Titcomb, Richard Payne, David Hurley, Sabrina Egglestone, Lorraine Butler, Jonathon Mellor, George Nicholson, Ivan Kiskin, Vasiliki Koutra, Radka Jersakova, Rachel A. McKendry, Peter Diggle, Sylvia Richardson, Björn W. Schuller, Steven Gilmour, Davide Pigoli, Stephen J. Roberts, Josef Packham, Tracey Thornley, Chris C. Holmes
2022 J jnl
Audio-based AI classifiers show no evidence of improved COVID-19 screening over simple symptoms checkers.
CoRR
Harry Coppock, George Nicholson, Ivan Kiskin, Vasiliki Koutra, Kieran Baker, Jobie Budd, Richard Payne, Emma Karoune, David Hurley, Alexander Titcomb, Sabrina Egglestone, Ana Tendero Cañadas, Lorraine Butler, Radka Jersakova, Jonathon Mellor, Selina Patel, Tracey Thornley, Peter Diggle, Sylvia Richardson, Josef Packham, Björn W. Schuller, Davide Pigoli, Steven Gilmour, Stephen J. Roberts, Chris C. Holmes
2022 — conf
Dual Bayesian ResNet: A Deep Learning Approach to Heart Murmur Detection.
CinC
Benjamin Walker, Felix Krones, Ivan Kiskin, Guy Parsons, Terence Lyons, Adam Mahdi
2022 — conf
Few-Shot Bioacoustic Event Detection at the DCASE 2022 Challenge.
DCASE
Inês Nolasco, Shubhr Singh, E. Vidaña-Villa, Emily Grout, J. Morford, Michael G. Emmerson, Frants H. Jensen, Ivan Kiskin, Helen Whitehead, Ariana Strandburg-Peshkin, Lisa F. Gill, Hanna Pamula, Vincent Lostanlen, Veronica Morfi, Dan Stowell
2022 J jnl
Few-shot bioacoustic event detection at the DCASE 2022 challenge.
CoRR
Inês Nolasco, Shubhr Singh, E. Vidaña-Villa, Emily Grout, J. Morford, Michael G. Emmerson, Frants H. Jensen, Helen Whitehead, Ivan Kiskin, Ariana Strandburg-Peshkin, Lisa F. Gill, Hanna Pamula, Vincent Lostanlen, Veronica Morfi, Dan Stowell
2022 J jnl
Statistical Design and Analysis for Robust Machine Learning: A Case Study from COVID-19.
CoRR
Davide Pigoli, Kieran Baker, Jobie Budd, Lorraine Butler, Harry Coppock, Sabrina Egglestone, Steven G. Gilmour, Chris C. Holmes, David Hurley, Radka Jersakova, Ivan Kiskin, Vasiliki Koutra, Jonathon Mellor, George Nicholson, Joe Packham, Selina Patel, Richard Payne, Stephen J. Roberts, Björn W. Schuller, Ana Tendero Cañadas, Tracey Thornley, Alexander Titcomb
2022 A* conf
The ACM Multimedia 2022 Computational Paralinguistics Challenge: Vocalisations, Stuttering, Activity, & Mosquitoes.
ACM Multimedia
Björn W. Schuller, Anton Batliner, Shahin Amiriparian, Christian Bergler, Maurice Gerczuk, Natalie Holz, Pauline Larrouy-Maestri, Sebastian P. Bayerl, Korbinian Riedhammer, Adria Mallol-Ragolta, Maria Pateraki, Harry Coppock, Ivan Kiskin, Marianne Sinka, Stephen J. Roberts
2022 J jnl
The ACM Multimedia 2022 Computational Paralinguistics Challenge: Vocalisations, Stuttering, Activity, & Mosquitoes.
CoRR
Björn W. Schuller, Anton Batliner, Shahin Amiriparian, Christian Bergler, Maurice Gerczuk, Natalie Holz, Pauline Larrouy-Maestri, Sebastian P. Bayerl, Korbinian Riedhammer, Adria Mallol-Ragolta, Maria Pateraki, Harry Coppock, Ivan Kiskin, Marianne Sinka, Stephen J. Roberts
2021 — conf
Automatic Acoustic Mosquito Tagging with Bayesian Neural Networks.
ECML/PKDD (4)
Ivan Kiskin, Adam D. Cobb, Marianne Sinka, Kathy Willis, Stephen J. Roberts
2021 — conf
HumBugDB: A Large-scale Acoustic Mosquito Dataset.
NeurIPS Datasets and Benchmarks
Ivan Kiskin, Marianne Sinka, Adam D. Cobb, Waqas Rafique, Lawrence Wang, Davide Zilli, Benjamin Gutteridge, Rinita Dam, Theodoros Marinos, Yunpeng Li, Dickson Msaky, Emmanuel Kaindoa, Gerard Killeen, Eva Herreros-Moya, Kathy Willis, Stephen J. Roberts
2021 J jnl
HumBugDB: A Large-scale Acoustic Mosquito Dataset.
CoRR
Ivan Kiskin, Marianne Sinka, Adam D. Cobb, Waqas Rafique, Lawrence Wang, Davide Zilli, Benjamin Gutteridge, Rinita Dam, Theodoros Marinos, Yunpeng Li, Dickson Msaky, Emmanuel Kaindoa, Gerard Killeen, Eva Herreros-Moya, Kathy J. Willis, Stephen J. Roberts
2020 — conf
An Overview of Gaussian process Regression for Volatility Forecasting.
ICAIIC
Bingqing Liu, Ivan Kiskin, Stephen Roberts
2020 J jnl
Bioacoustic detection with wavelet-conditioned convolutional neural networks.
Neural Comput. Appl.
Ivan Kiskin, Davide Zilli, Yunpeng Li, Marianne Sinka, Kathy Willis, Stephen J. Roberts
2020 J jnl
HumBug Zooniverse: a crowd-sourced acoustic mosquito dataset.
CoRR
Ivan Kiskin, Adam D. Cobb, Lawrence Wang, Stephen Roberts
2020 Misc conf
Humbug Zooniverse: A Crowd-Sourced Acoustic Mosquito Dataset.
ICASSP
Ivan Kiskin, Adam D. Cobb, Lawrence Wang, Stephen Roberts
2020 — —
Machine learning for acoustic mosquito detection.
Ivan Kiskin
2019 J jnl
Super-resolution of Time-series Labels for Bootstrapped Event Detection.
CoRR
Ivan Kiskin, Udeepa Meepegama, Steven Roberts
2018 — conf
Fast mosquito acoustic detection with field cup recordings: an initial investigation.
DCASE
Yunpeng Li, Ivan Kiskin, Marianne Sinka, Davide Zilli, Henry Chan, Eva Herreros-Moya, Theeraphap Chareonviriyaphap, Rungarun Tisgratog, Kathy Willis, Stephen J. Roberts
2017 J jnl
Cost-sensitive detection with variational autoencoders for environmental acoustic sensing.
CoRR
Yunpeng Li, Ivan Kiskin, Davide Zilli, Marianne Sinka, Henry C. B. Chan, Kathy Willis, Stephen J. Roberts
2017 J jnl
Mosquito Detection with Neural Networks: The Buzz of Deep Learning.
CoRR
Ivan Kiskin, Bernardo Pérez Orozco, Theo Windebank, Davide Zilli, Marianne Sinka, Kathy Willis, Stephen J. Roberts
2017 J jnl
Mosquito detection with low-cost smartphones: data acquisition for malaria research.
CoRR
Yunpeng Li, Davide Zilli, Henry C. B. Chan, Ivan Kiskin, Marianne Sinka, Stephen J. Roberts, Kathy Willis