Leonardo Gabrielli

Publication Activity (10 Years)

Years Active: 2011-2022
Publications (10 Years): 28

Top Topics

Acoustic Signal

Event Detection

Parameters Estimation

Top Venues

IEEE ACM Trans. Audio Speech Lang. Process.

Publications

Leonardo Gabrielli, Stefano D'Angelo, Pier Paolo La Pastina, Stefano Squartini
Antiderivative Antialiasing for Arbitrary Waveform Generation. IEEE ACM Trans. Audio Speech Lang. Process. 30 (2022)
Giovanni Pepe, Leonardo Gabrielli, Stefano Squartini, Carlo Tripodi, Nicolo Strozzi
Digital Filters Design for Personal Sound Zones: a Neural Approach. IJCNN (2022)
Michela Cantarini, Leonardo Gabrielli, Stefano Squartini
Few-Shot Emergency Siren Detection. Sensors 22 (12) (2022)
Giovanni Pepe, Leonardo Gabrielli, Stefano Squartini, Carlo Tripodi, Nicolo Strozzi
Deep Optimization of Parametric IIR Filters for Audio Equalization. IEEE ACM Trans. Audio Speech Lang. Process. 30 (2022)
Michela Cantarini, Leonardo Gabrielli, Lucia Migliorelli, Adriano Mancini, Stefano Squartini
Beware the Sirens: Prototyping an Emergency Vehicle Detection System for Smart Cars. AII (2022)
Leonardo Gabrielli, Luca Turchet
Towards a Sustainable Internet of Sounds. Audio Mostly Conference (2022)
Pier Paolo La Pastina, Stefano D'Angelo, Leonardo Gabrielli
Arbitrary-Order IIR Antiderivative Antialiasing. DAFx (2021)
Michela Cantarini, Anna Brocanelli, Leonardo Gabrielli, Stefano Squartini
Acoustic Features for Deep Learning-Based Models for Emergency Siren Detection: An Evaluation Study. ISPA (2021)
Giovanni Pepe, Leonardo Gabrielli, Stefano Squartini, Carlo Tripodi, Nicolo Strozzi
Deep Optimization of Parametric IIR Filters for Audio Equalization. CoRR (2021)
Diego Droghini, Stefano Squartini, Emanuele Principi, Leonardo Gabrielli, Francesco Piazza
Audio Metric Learning by Using Siamese Autoencoders for One-Shot Human Fall Detection. IEEE Trans. Emerg. Top. Comput. Intell. 5 (1) (2021)
Michela Cantarini, Luca Serafini, Leonardo Gabrielli, Emanuele Principi, Stefano Squartini
Emergency Siren Recognition in Urban Scenarios: Synthetic Dataset and Deep Learning Models. ICIC (1) (2020)
Samuele Cornell, Michel Olvera, Manuel Pariente, Giovanni Pepe, Emanuele Principi, Leonardo Gabrielli, Stefano Squartini
Task-Aware Separation for the DCASE 2020 Task 4 Sound Event Detection and Separation Challenge. DCASE (2020)
Marco Severini, Emanuele Principi, Samuele Cornell, Leonardo Gabrielli, Stefano Squartini
Who Cried When: Infant Cry Diarization with Dilated Fully-Convolutional Neural Networks. IJCNN (2020)
Samuele Cornell, Michel Olvera, Manuel Pariente, Giovanni Pepe, Emanuele Principi, Leonardo Gabrielli, Stefano Squartini
Domain-Adversarial Training and Trainable Parallel Front-End for the DCASE 2020 Task 4 Sound Event Detection Challenge. DCASE (2020)
Giovanni Pepe, Leonardo Gabrielli, Stefano Squartini, Luca Cattani, Carlo Tripodi
Deep Learning for Individual Listening Zone. MMSP (2020)
Giovanni Pepe, Leonardo Gabrielli, Stefano Squartini, Luca Cattani, Carlo Tripodi
Gravitational Search Algorithm for IIR Filter-Based Audio Equalization. EUSIPCO (2020)
Leonardo Gabrielli, Stefano Tomassetti, Stefano Squartini, Carlo Zinato, Stefano Guaiana
A Multi-Stage Algorithm for Acoustic Physical Model Parameters Estimation. IEEE ACM Trans. Audio Speech Lang. Process. 27 (8) (2019)
Alessandro Ferri, Riccardo Rosati, Michele Bernardini, Leonardo Gabrielli, Sara Casaccia, Luca Romeo, Andrea Monteriù, Emanuele Frontoni
Towards the Design of a Machine Learning-based Consumer Healthcare Platform powered by Electronic Health Records and measurement of Lifestyle through Smartphone Data. ISCT (2019)
Fabio Vesperini, Leonardo Gabrielli, Emanuele Principi, Stefano Squartini
Polyphonic Sound Event Detection by Using Capsule Neural Networks. IEEE J. Sel. Top. Signal Process. 13 (2) (2019)
Leonardo Gabrielli, Livio Ambrosini, Fabio Vesperini, Valeria Bruschi, Stefano Squartini, Luca Cattani
Processing Acoustic Data with Siamese Neural Networks for Enhanced Road Roughness Classification. IJCNN (2019)
Leonardo Gabrielli, Stefano Tomassetti, Stefano Squartini, Carlo Zinato, Stefano Guaiana
A Multi-Stage Algorithm for Acoustic Physical Model Parameters Estimation. CoRR (2018)
Fabio Vesperini, Andrea Galli, Leonardo Gabrielli, Emanuele Principi, Stefano Squartini
Snore Sounds Excitation Localization by Using Scattering Transform and Deep Neural Networks. IJCNN (2018)
Fabio Vesperini, Leonardo Gabrielli, Emanuele Principi, Stefano Squartini
Polyphonic Sound Event Detection by using Capsule Neural Networks. CoRR (2018)
Leonardo Gabrielli, Stefano Tomassetti, Carlo Zinato, Francesco Piazza
End-to-End Learning for Physics-Based Acoustic Modeling. IEEE Trans. Emerg. Top. Comput. Intell. 2 (2) (2018)
Fabio Vesperini, Diego Droghini, Emanuele Principi, Leonardo Gabrielli, Stefano Squartini
Hierarchic Conv Nets Framework for Rare Sound Event Detection. EUSIPCO (2018)
Giovanni Pepe, Leonardo Gabrielli, Emanuele Principi, Stefano Squartini, Luca Cattani
Road Type Classification Using Acoustic Signals: Deep Learning Models and Real-Time Implementation. IIH-MSP (1) (2017)
Marco Fagiani, Stefano Squartini, Leonardo Gabrielli, Susanna Spinsante, Francesco Piazza
A review of datasets and load forecasting techniques for smart natural gas and water grids: Analysis and experiments. Neurocomputing 170 (2015)
Leonardo Gabrielli, Stefano Zambon, Federico Fontana
Parallel digital signal processing for efficient piano synthesis. EUSIPCO (2015)
Erik Marchi, Giacomo Ferroni, Florian Eyben, Leonardo Gabrielli, Stefano Squartini, Björn W. Schuller
Multi-resolution linear prediction based features for audio onset detection with bidirectional LSTM neural networks. ICASSP (2014)
Leonardo Gabrielli, Mirco Pizzichini, Susanna Spinsante, Stefano Squartini, Roberto Gavazzi
Smart water grids for smart cities: A sustainable prototype demonstrator. EuCNC (2014)
Leonardo Gabrielli, M. Giobbi, Stefano Squartini, Vesa Välimäki
A nonlinear second-order digital oscillator for Virtual Acoustic Feedback. ICASSP (2014)
Marco Fagiani, Stefano Squartini, Leonardo Gabrielli, Mirco Pizzichini, Susanna Spinsante
Computational Intelligence in Smart water and gas grids: An up-to-date overview. IJCNN (2014)
Susanna Spinsante, Stefano Squartini, Leonardo Gabrielli, Mirco Pizzichini, Ennio Gambi, Francesco Piazza
Wireless M-Bus Sensor Networks for Smart Water Grids: Analysis and Results. Int. J. Distributed Sens. Networks 10 (2014)
Leonardo Gabrielli, Vesa Välimäki, Henri Penttinen, Stefano Squartini, Stefan Bilbao
A digital waveguide-based approach for Clavinet modeling and synthesis. EURASIP J. Adv. Signal Process. 2013 (2013)
Leonardo Gabrielli, Daniele Gabrielli
The Yin Yang Theory in sound and Music: a First Exploration. ICMC (2012)
Leonardo Gabrielli, Francesco Piazza, Stefano Squartini
Adaptive Linear Prediction Filtering in DWT Domain for Real-Time Musical Onset Detection. EURASIP J. Adv. Signal Process. 2011 (2011)
Leonardo Gabrielli, Vesa Välimäki, Stefan Bilbao
Real-time emulation of the Clavinet. ICMC (2011)