Low-complexity acoustic scene classification in dcase 2022 challenge I Martín-Morató, F Paissan, A Ancilotto, T Heittola, A Mesaros, E Farella, ... arXiv preprint arXiv:2206.03835, 2022 | 42 | 2022 |
PhiNets: a scalable backbone for low-power AI at the edge F Paissan, A Ancilotto, E Farella ACM Transactions on Embedded Computing Systems 21 (5), 1-18, 2022 | 28 | 2022 |
Marvel: Multimodal extreme scale data analytics for smart cities environments D Bajovic, A Bakhtiarnia, G Bravos, A Brutti, F Burkhardt, D Cauchi, ... 2021 International Balkan Conference on Communications and Networking …, 2021 | 16 | 2021 |
Scalable neural architectures for end-to-end environmental sound classification F Paissan, A Ancilotto, A Brutti, E Farella ICASSP 2022-2022 IEEE International Conference on Acoustics, Speech and …, 2022 | 11 | 2022 |
Optimizing phinet architectures for the detection of urban sounds on low-end devices A Brutti, F Paissan, A Ancilotto, E Farella 2022 30th European Signal Processing Conference (EUSIPCO), 1121-1125, 2022 | 10 | 2022 |
Xinet: Efficient neural networks for tinyml A Ancilotto, F Paissan, E Farella Proceedings of the IEEE/CVF International Conference on Computer Vision …, 2023 | 8 | 2023 |
Enabling energy efficient machine learning on a ultra-low-power vision sensor for iot F Paissan, M Gottardi, E Farella arXiv preprint arXiv:2102.01340, 2021 | 7 | 2021 |
People/car classification using an ultra-low-power smart vision sensor F Paissan, G Cerutti, M Gottardi, E Farella 2019 IEEE 8th International Workshop on Advances in Sensors and Interfaces …, 2019 | 7 | 2019 |
Towards a domain-specific neural network approach for EEG bad channel detection V Kumaravel, F Paissan, E Farella 2021 IEEE Signal Processing in Medicine and Biology Symposium (SPMB), 1-4, 2021 | 6 | 2021 |
Interpretable CNN for single-channel artifacts detection in raw EEG signals F Paissan, VP Kumaravel, E Farella 2022 IEEE Sensors Applications Symposium (SAS), 1-6, 2022 | 5 | 2022 |
On the role of smart vision sensors in energy-efficient computer vision at the edge A Ancilotto, F Paissan, E Farella 2022 IEEE International Conference on Pervasive Computing and Communications …, 2022 | 4 | 2022 |
Ximswap: Many-to-many face swapping for tinyml A Ancilotto, F Paissan, E Farella ACM Transactions on Embedded Computing Systems 23 (3), 1-16, 2024 | 3 | 2024 |
Scaling strategies for on-device low-complexity source separation with conv-tasnet MN Ali, F Paissan, D Falavigna, A Brutti arXiv preprint arXiv:2303.03005, 2023 | 3 | 2023 |
Exploiting general-purpose in-game behaviours to predict players churn in gameful systems E Loria, F Paissan, A Marconi Proceedings of Game Analytics Workshop 2019, 2019 | 3 | 2019 |
Audio editing with non-rigid text prompts F Paissan, Z Wang, M Ravanelli, P Smaragdis, C Subakan arXiv preprint arXiv:2310.12858, 2023 | 2 | 2023 |
Improving latency performance trade-off in keyword spotting applications at the edge F Paissan, AM Sahabdeen, A Ancilotto, E Farella 2023 9th International Workshop on Advances in Sensors and Interfaces (IWASI …, 2023 | 2 | 2023 |
Posthoc Interpretation via Quantization F Paissan, C Subakan, M Ravanelli arXiv preprint arXiv:2303.12659, 2023 | 2 | 2023 |
Listenable Maps for Zero-Shot Audio Classifiers F Paissan, L Della Libera, M Ravanelli, C Subakan arXiv preprint arXiv:2405.17615, 2024 | 1 | 2024 |
Listenable Maps for Audio Classifiers F Paissan, M Ravanelli, C Subakan arXiv preprint arXiv:2403.13086, 2024 | 1 | 2024 |
An empirical evaluation of tinyML architectures for Class-Incremental Continual Learning M Tremonti, D Dalle Pezze, F Paissan, E Farella, GA Susto 2024 IEEE International Conference on Pervasive Computing and Communications …, 2024 | 1 | 2024 |