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Research

Publications: Mr Saumitra Mishra

MISHRA S, Benetos E, Sturm B, Dixon S ( 2020 ) . Reliable Local Explanations for Machine Listening . Conference: International Joint Conference on Neural Networks (IJCNN) ( Glasgow, UK ) from: 19/07/2020 to: 24/07/2020 ,
Mishra S, Rammohan S, Rajab K, Dhillon G, Lambiase P, J. Hunter R, Chew E ( 2019 ) . Atrial Fibrillation Stratification via Fibrillatory Wave Characterization Using the Filter Diagonalization Method . 2016 Computing in Cardiology Conference (CinC) . Conference: 2019 Computing in Cardiology Conference (CinC) vol. 45 ,
Mishra S, Rammohan S, Rajab KZ, Dhillon G, Lambiase P, Hunter R, Chew E ( 2019 ) . Atrial Fibrillation Stratification Via Super-Resolution Analysis of Fibrillatory Waves . Computing in Cardiology . vol. 2019-September ,
MISHRA S, STOLLER D, BENETOS E, STURM B, DIXON S ( 2019 ) . GAN-based Generation and Automatic Selection of Explanations for Neural Networks . https://sites.google.com/view/safeml-iclr2019 . Conference: SafeML ICLR 2019 Workshop ( New Orleans, USA ) from: 06/05/2019 to: 06/05/2019 ,
CHETTRI B, MISHRA S, STURM B, BENETOS E ( 2018 ) . Analysing the predictions of a CNN-based replay spoofing detection system . http://www.slt2018.org/ . Conference: 2018 IEEE Workshop on Spoken Language Technology ( Athens, Greece ) from: 18/12/2018 to: 21/12/2018 , 92 - 97 .
Mishra S, Sturm BL, Dixon S ( 2018 ) . “What are you listening to?” Explaining predictions of deep machine listening systems . European Signal Processing Conference . vol. 2018-September , 2260 - 2264 .
Mishra S, Sturm BL, Dixon S ( 2018 ) . Understanding a deep machine listening model through feature inversion . Proceedings of the 19th International Society for Music Information Retrieval Conference, ISMIR 2018 . 755 - 762 .
Mishra S, Sturm BL, Dixon S ( 2017 ) . Local interpretable model-agnostic explanations for music content analysis . Proceedings of the 18th International Society for Music Information Retrieval Conference, ISMIR 2017 . 537 - 543 .
MISHRA S, Sturm B, Dixon S ( 2016 ) . Explaining Predictions of Machine Listening Systems . DMRN+11: Digital Music Research Network Workshop Proceedings 2016 . Conference: DMRN+11: Digital Music Research Network One-day Workshop 2016 ( Centre for Digital Music, Queen Mary University of London ) from: 20/12/2016 to: 20/12/2016 ,