Leonardo Gabrielli

43 papers B 6C 3Misc 2Journal 15Unranked 15

Year	Rank	Type	Title / Venue / Authors
2025	B	`conf`	Dysarthric Speech Classification: A Comparative Analysis of Decision-Support Methods. IJCNN Davide Lillini, Carlo Aironi, Lucia Migliorelli, Leonardo Gabrielli, Stefano Squartini
2025	—	`conf`	Preliminary Analysis of an Immersive Low-Latency Audio System for Remote Therapeutic Intervention. IS2 Valeria Bruschi, Michael Fioretti, Giuseppe Bergamino, Alessandro Terenzi, Grazia Iadarola, Leonardo Gabrielli, Susanna Spinsante, Stefania Cecchi, Stefano Squartini
2024	J	`jnl`	An advanced multimodal driver-assistance prototype for emergency-vehicle detection. Integr. Comput. Aided Eng. Leonardo Gabrielli, Lucia Migliorelli, Michela Cantarini, Adriano Mancini, Stefano Squartini
2023	—	`conf`	A Score-aware Generative Approach for Music Signals Inpainting. IS2 Carlo Aironi, Samuele Cornell, Leonardo Gabrielli, Stefano Squartini
2022	J	`jnl`	Antiderivative Antialiasing for Arbitrary Waveform Generation. IEEE ACM Trans. Audio Speech Lang. Process. Leonardo Gabrielli, Stefano D'Angelo, Pier Paolo La Pastina, Stefano Squartini
2022	—	`conf`	Beware the Sirens: Prototyping an Emergency Vehicle Detection System for Smart Cars. AII Michela Cantarini, Leonardo Gabrielli, Lucia Migliorelli, Adriano Mancini, Stefano Squartini
2022	J	`jnl`	Deep Optimization of Parametric IIR Filters for Audio Equalization. IEEE ACM Trans. Audio Speech Lang. Process. Giovanni Pepe, Leonardo Gabrielli, Stefano Squartini, Carlo Tripodi, Nicolo Strozzi
2022	B	`conf`	Digital Filters Design for Personal Sound Zones: a Neural Approach. IJCNN Giovanni Pepe, Leonardo Gabrielli, Stefano Squartini, Carlo Tripodi, Nicolo Strozzi
2022	J	`jnl`	Few-Shot Emergency Siren Detection. Sensors Michela Cantarini, Leonardo Gabrielli, Stefano Squartini
2022	—	`conf`	Towards a Sustainable Internet of Sounds. Audio Mostly Conference Leonardo Gabrielli, Luca Turchet
2021	C	`conf`	Acoustic Features for Deep Learning-Based Models for Emergency Siren Detection: An Evaluation Study. ISPA Michela Cantarini, Anna Brocanelli, Leonardo Gabrielli, Stefano Squartini
2021	C	`conf`	Arbitrary-Order IIR Antiderivative Antialiasing. DAFx Pier Paolo La Pastina, Stefano D'Angelo, Leonardo Gabrielli
2021	J	`jnl`	Audio Metric Learning by Using Siamese Autoencoders for One-Shot Human Fall Detection. IEEE Trans. Emerg. Top. Comput. Intell. Diego Droghini, Stefano Squartini, Emanuele Principi, Leonardo Gabrielli, Francesco Piazza
2021	J	`jnl`	Deep Optimization of Parametric IIR Filters for Audio Equalization. CoRR Giovanni Pepe, Leonardo Gabrielli, Stefano Squartini, Carlo Tripodi, Nicolo Strozzi
2020	C	`conf`	Deep Learning for Individual Listening Zone. MMSP Giovanni Pepe, Leonardo Gabrielli, Stefano Squartini, Luca Cattani, Carlo Tripodi
2020	—	`conf`	Domain-Adversarial Training and Trainable Parallel Front-End for the DCASE 2020 Task 4 Sound Event Detection Challenge. DCASE Samuele Cornell, Michel Olvera, Manuel Pariente, Giovanni Pepe, Emanuele Principi, Leonardo Gabrielli, Stefano Squartini
2020	—	`conf`	Emergency Siren Recognition in Urban Scenarios: Synthetic Dataset and Deep Learning Models. ICIC (1) Michela Cantarini, Luca Serafini, Leonardo Gabrielli, Emanuele Principi, Stefano Squartini
2020	—	`conf`	Gravitational Search Algorithm for IIR Filter-Based Audio Equalization. EUSIPCO Giovanni Pepe, Leonardo Gabrielli, Stefano Squartini, Luca Cattani, Carlo Tripodi
2020	—	`ch.`	Neural Beamforming for Speech Enhancement: Preliminary Results. Neural Advances in Processing Nonlinear Dynamic Signals Stefano Tomassetti, Leonardo Gabrielli, Emanuele Principi, Daniele Ferretti, Stefano Squartini
2020	—	`conf`	Task-Aware Separation for the DCASE 2020 Task 4 Sound Event Detection and Separation Challenge. DCASE Samuele Cornell, Michel Olvera, Manuel Pariente, Giovanni Pepe, Emanuele Principi, Leonardo Gabrielli, Stefano Squartini
2020	B	`conf`	Who Cried When: Infant Cry Diarization with Dilated Fully-Convolutional Neural Networks. IJCNN Marco Severini, Emanuele Principi, Samuele Cornell, Leonardo Gabrielli, Stefano Squartini
2019	J	`jnl`	A Multi-Stage Algorithm for Acoustic Physical Model Parameters Estimation. IEEE ACM Trans. Audio Speech Lang. Process. Leonardo Gabrielli, Stefano Tomassetti, Stefano Squartini, Carlo Zinato, Stefano Guaiana
2019	J	`jnl`	Polyphonic Sound Event Detection by Using Capsule Neural Networks. IEEE J. Sel. Top. Signal Process. Fabio Vesperini, Leonardo Gabrielli, Emanuele Principi, Stefano Squartini
2019	B	`conf`	Processing Acoustic Data with Siamese Neural Networks for Enhanced Road Roughness Classification. IJCNN Leonardo Gabrielli, Livio Ambrosini, Fabio Vesperini, Valeria Bruschi, Stefano Squartini, Luca Cattani
2019	—	`conf`	Towards the Design of a Machine Learning-based Consumer Healthcare Platform powered by Electronic Health Records and measurement of Lifestyle through Smartphone Data. ISCT Alessandro Ferri, Riccardo Rosati, Michele Bernardini, Leonardo Gabrielli, Sara Casaccia, Luca Romeo, Andrea Monteriù, Emanuele Frontoni
2018	J	`jnl`	A Multi-Stage Algorithm for Acoustic Physical Model Parameters Estimation. CoRR Leonardo Gabrielli, Stefano Tomassetti, Stefano Squartini, Carlo Zinato, Stefano Guaiana
2018	J	`jnl`	End-to-End Learning for Physics-Based Acoustic Modeling. IEEE Trans. Emerg. Top. Comput. Intell. Leonardo Gabrielli, Stefano Tomassetti, Carlo Zinato, Francesco Piazza
2018	—	`conf`	Hierarchic Conv Nets Framework for Rare Sound Event Detection. EUSIPCO Fabio Vesperini, Diego Droghini, Emanuele Principi, Leonardo Gabrielli, Stefano Squartini
2018	J	`jnl`	Polyphonic Sound Event Detection by using Capsule Neural Networks. CoRR Fabio Vesperini, Leonardo Gabrielli, Emanuele Principi, Stefano Squartini
2018	B	`conf`	Snore Sounds Excitation Localization by Using Scattering Transform and Deep Neural Networks. IJCNN Fabio Vesperini, Andrea Galli, Leonardo Gabrielli, Emanuele Principi, Stefano Squartini
2017	—	`conf`	Road Type Classification Using Acoustic Signals: Deep Learning Models and Real-Time Implementation. IIH-MSP (1) Giovanni Pepe, Leonardo Gabrielli, Emanuele Principi, Stefano Squartini, Luca Cattani
2015	J	`jnl`	A review of datasets and load forecasting techniques for smart natural gas and water grids: Analysis and experiments. Neurocomputing Marco Fagiani, Stefano Squartini, Leonardo Gabrielli, Susanna Spinsante, Francesco Piazza
2015	—	`ch.`	Domestic Water and Natural Gas Demand Forecasting by Using Heterogeneous Data: A Preliminary Study. Advances in Neural Networks Marco Fagiani, Stefano Squartini, Leonardo Gabrielli, Susanna Spinsante, Francesco Piazza
2015	—	`conf`	Parallel digital signal processing for efficient piano synthesis. EUSIPCO Leonardo Gabrielli, Stefano Zambon, Federico Fontana
2014	Misc	`conf`	A nonlinear second-order digital oscillator for Virtual Acoustic Feedback. ICASSP Leonardo Gabrielli, M. Giobbi, Stefano Squartini, Vesa Välimäki
2014	B	`conf`	Computational Intelligence in Smart water and gas grids: An up-to-date overview. IJCNN Marco Fagiani, Stefano Squartini, Leonardo Gabrielli, Mirco Pizzichini, Susanna Spinsante
2014	Misc	`conf`	Multi-resolution linear prediction based features for audio onset detection with bidirectional LSTM neural networks. ICASSP Erik Marchi, Giacomo Ferroni, Florian Eyben, Leonardo Gabrielli, Stefano Squartini, Björn W. Schuller
2014	—	`conf`	Smart water grids for smart cities: A sustainable prototype demonstrator. EuCNC Leonardo Gabrielli, Mirco Pizzichini, Susanna Spinsante, Stefano Squartini, Roberto Gavazzi
2014	J	`jnl`	Wireless M-Bus Sensor Networks for Smart Water Grids: Analysis and Results. Int. J. Distributed Sens. Networks Susanna Spinsante, Stefano Squartini, Leonardo Gabrielli, Mirco Pizzichini, Ennio Gambi, Francesco Piazza
2013	J	`jnl`	A digital waveguide-based approach for Clavinet modeling and synthesis. EURASIP J. Adv. Signal Process. Leonardo Gabrielli, Vesa Välimäki, Henri Penttinen, Stefano Squartini, Stefan Bilbao
2012	—	`conf`	The Yin Yang Theory in sound and Music: a First Exploration. ICMC Leonardo Gabrielli, Daniele Gabrielli
2011	J	`jnl`	Adaptive Linear Prediction Filtering in DWT Domain for Real-Time Musical Onset Detection. EURASIP J. Adv. Signal Process. Leonardo Gabrielli, Francesco Piazza, Stefano Squartini
2011	—	`conf`	Real-time emulation of the Clavinet. ICMC Leonardo Gabrielli, Vesa Välimäki, Stefan Bilbao