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Nikolaos Dionelis
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Cited by
Year
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
312018
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
182020
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
142017
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
132019
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
132017
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
112020
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
62021
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
62018
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
52021
On Single-Channel Speech Enhancement and On Non-Linear Modulation-Domain Kalman Filtering
N Dionelis
https://arxiv.org/pdf/1811.00078.pdf, 2018
42018
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
42016
SLX: Similarity Learning for X-Ray Screening and Robust Automated Disassembled Object Detection
N Dionelis, R Jackson, SA Tsaftaris, M Yaghoobi
2023 International Joint Conference on Neural Networks (IJCNN), 1-8, 2023
12023
FROB: Few-Shot ROBust Model for Joint Classification and Out-of-Distribution Detection
N Dionelis, SA Tsaftaris, M Yaghoobi
Joint European Conference on Machine Learning and Knowledge Discovery in …, 2022
12022
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
12022
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
12022
FROB: Few-shot ROBust Model for Classification and Out-of-Distribution Detection
N Dionelis, M Yaghoobi, SA Tsaftaris
arXiv preprint arXiv:2111.15487, 2021
12021
PhilEO Bench: Evaluating Geo-Spatial Foundation Models
C Fibaek, L Camilleri, A Luyts, N Dionelis, BL Saux
arXiv preprint arXiv:2401.04464, 2024
2024
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
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Articles 1–20