| Phase-aware single-channel speech enhancement with modulation-domain Kalman filtering N Dionelis, M Brookes IEEE/ACM Transactions on Audio, Speech, and Language Processing 26 (5), 937-950, 2018 | 30 | 2018 |
| Modulation-domain speech enhancement using a Kalman filter with a Bayesian update of speech and noise in the log-spectral domain N Dionelis, M Brookes 2017 Hands-free Speech Communications and Microphone Arrays (HSCMA), 111-115, 2017 | 14 | 2017 |
| Speech enhancement using modulation-domain Kalman filtering with active speech level normalized log-spectrum global priors N Dionelis, M Brookes 2017 25th European Signal Processing Conference (EUSIPCO), 2309-2313, 2017 | 13 | 2017 |
| Tail of distribution GAN (TailGAN): GenerativeAdversarial-network-based boundary formation N Dionelis, M Yaghoobi, SA Tsaftaris 2020 Sensor Signal Processing for Defence Conference (SSPD), 1-5, 2020 | 12 | 2020 |
| Modulation-domain Kalman filtering for monaural blind speech denoising and dereverberation N Dionelis, M Brookes IEEE/ACM Transactions on Audio, Speech, and Language Processing 27 (4), 799-814, 2019 | 11 | 2019 |
| Boundary Of Distribution Support Generator (BDSG): Sample Generation On The Boundary N Dionelis, M Yaghoobi, SA Tsaftaris 2020 IEEE International Conference on Image Processing (ICIP), 803-807, 2020 | 8 | 2020 |
| Speech Enhancement Using Kalman Filtering in the Logarithmic Bark Power Spectral Domain N Dionelis, M Brookes in Proceedings European Signal Processing Conference (EUSIPCO), Rome, 2018 | 5 | 2018 |
| On Single-Channel Speech Enhancement and On Non-Linear Modulation-Domain Kalman Filtering N Dionelis https://arxiv.org/pdf/1811.00078.pdf, 2018 | 4 | 2018 |
| Active speech level estimation in noisy signals with quadrature noise suppression N Dionelis, M Brookes 2016 24th European Signal Processing Conference (EUSIPCO), 1193-1197, 2016 | 4 | 2016 |
| Few-Shot Adaptive Detection of Objects of Concern Using Generative Models with Negative Retraining N Dionelis, M Yaghoobi, SA Tsaftaris 2021 IEEE 33rd International Conference on Tools with Artificial …, 2021 | 3 | 2021 |
| Omasgan: Out-of-distribution minimum anomaly score gan for sample generation on the boundary N Dionelis, M Yaghoobi, SA Tsaftaris arXiv preprint arXiv:2110.15273, 2021 | 3 | 2021 |
| FROB: Few-shot ROBust Model for Classification and Out-of-Distribution Detection N Dionelis, M Yaghoobi, SA Tsaftaris arXiv preprint arXiv:2111.15487, 2021 | 1 | 2021 |
| FROB: Few-Shot ROBust Model for Joint Classification and Out-of-Distribution Detection N Dionelis, SA Tsaftaris, M Yaghoobi Machine Learning and Knowledge Discovery in Databases: European Conference …, 2023 | | 2023 |
| OMASGAN: Out-of-distribution Minimum Anomaly Score GAN for Anomaly Detection N Dionelis, SA Tsaftaris, M Yaghoobi 2022 Sensor Signal Processing for Defence Conference (SSPD), 1-5, 2022 | | 2022 |
| CTR: Contrastive Training Recognition Classifier for Few-Shot Open-World Recognition N Dionelis, SA Tsaftaris, M Yaghoobi 2022 26th International Conference on Pattern Recognition (ICPR), 1792-1799, 2022 | | 2022 |
| OMASGAN: Out-of-Distribution Minimum Anomaly Score GAN for Sample Generation on the Boundary: Out-of-Distribution Minimum Anomaly Score GAN for Sample Generation on the Boundary N Dionelis, MY Vaighan, SA Tsaftaris | | 2021 |
| Tail of Distribution GAN: GAN-Based Boundary of Distribution Formation N Dionelis, M Yaghoobi, S Tsaftaris Sensor Signal Processing for Defence (SSPD), 41-45, 2020 | | 2020 |
| Modulation-domain Kalman filtering for single-channel speech enhancement, denoising and dereverberation N Dionelis Imperial College London, 2019 | | 2019 |
