Aurelio Uncini | Ricerc@Sapienza

Pubblicazioni

Titolo	Pubblicato in	Anno
Generalizing medical image representations via quaternion wavelet networks	NEUROCOMPUTING	2025
Deep echo state network for environmental sound classification	Advanced Neural Artificial Intelligence: Theories and Applications	2025
A two-stage neural network for speech signal reconstruction from Mel spectrograms	Advanced Neural Artificial Intelligence: Theories and Applications	2025
Inverse Design of Thin-Film Metamaterials with a Transformer-based Approach	Proc. WIRN 2024	2024
L3DAS23: Learning 3D Audio Sources for Audio-Visual Extended Reality	IEEE OPEN JOURNAL OF SIGNAL PROCESSING	2024
Efficient functional link adaptive filters based on nearest Kronecker product decomposition	ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings	2024
Hierarchical hypercomplex network for multimodal emotion recognition	2024 IEEE 34th International Workshop on Machine Learning for Signal Processing (MLSP)	2024
Spline adaptive exponential functional link filter for nonlinear acoustic echo cancellation	Proceedings of 32nd European Signal Processing Conference (EUSIPCO 2024)	2024
Dual quaternion ambisonics array for six-degree-of-freedom acoustic representation	PATTERN RECOGNITION LETTERS	2023
Continual learning with invertible generative models	NEURAL NETWORKS	2023
A U-Net Based Architecture for Automatic Music Transcription	2023 IEEE 33rd International Workshop on Machine Learning for Signal Processing (MLSP)	2023
GROUSE. A task and model agnostic wavelet-driven framework for medical imaging	IEEE SIGNAL PROCESSING LETTERS	2023
PHYDI. Initializing parameterized hypercomplex neural networks as identity functions	IEEE International Workshop on Machine Learning for Signal Processing, MLSP	2023
Leaky Echo State Network for Audio Classification in Construction Sites	Smart Innovation, Systems and Technologies	2023
Generating New Sounds by Vector Arithmetic in the Latent Space of the MelGAN Architecture	Smart Innovation, Systems and Technologies	2023
Quaternion gated recurrent units for renewable energy. Improving power forecasting	Proceedings of the 30th IEEE International Conference on Electronics, Circuits and Systems (ICECS 2023)	2023
Overview of the L3DAS23 challenge on audio-visual extended reality	ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings	2023
A probabilistic re-intepretation of confidence scores in multi-exit models	ENTROPY	2022
Efficient Sound Event Localization and Detection in the Quaternion Domain	IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS. II, EXPRESS BRIEFS	2022
Pixle: a fast and effective black-box attack based on rearranging pixels	2022 International Joint Conference on Neural Networks (IJCNN)	2022

Gruppi di ricerca - Responsabile

ISPAMM - Intelligent Signal Processing and MulitiMedia

Laboratori di ricerca

Intelligent Signal Processing and MulitiMedia Laboratory