Leonardo Gabrielli

According to our database1, Leonardo Gabrielli authored at least 26 papers between 2011 and 2021.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.



In proceedings 
PhD thesis 


On csauthors.net:


Audio Metric Learning by Using Siamese Autoencoders for One-Shot Human Fall Detection.
IEEE Trans. Emerg. Top. Comput. Intell., 2021

Neural Beamforming for Speech Enhancement: Preliminary Results.
Proceedings of the Neural Advances in Processing Nonlinear Dynamic Signals, 2020

Deep Learning for Individual Listening Zone.
Proceedings of the 22nd IEEE International Workshop on Multimedia Signal Processing, 2020

Who Cried When: Infant Cry Diarization with Dilated Fully-Convolutional Neural Networks.
Proceedings of the 2020 International Joint Conference on Neural Networks, 2020

Emergency Siren Recognition in Urban Scenarios: Synthetic Dataset and Deep Learning Models.
Proceedings of the Intelligent Computing Theories and Application, 2020

Gravitational Search Algorithm for IIR Filter-Based Audio Equalization.
Proceedings of the 28th European Signal Processing Conference, 2020

A Multi-Stage Algorithm for Acoustic Physical Model Parameters Estimation.
IEEE ACM Trans. Audio Speech Lang. Process., 2019

Polyphonic Sound Event Detection by Using Capsule Neural Networks.
IEEE J. Sel. Top. Signal Process., 2019

Towards the Design of a Machine Learning-based Consumer Healthcare Platform powered by Electronic Health Records and measurement of Lifestyle through Smartphone Data.
Proceedings of the IEEE 23rd International Symposium on Consumer Technologies, 2019

Processing Acoustic Data with Siamese Neural Networks for Enhanced Road Roughness Classification.
Proceedings of the International Joint Conference on Neural Networks, 2019

End-to-End Learning for Physics-Based Acoustic Modeling.
IEEE Trans. Emerg. Top. Comput. Intell., 2018

Snore Sounds Excitation Localization by Using Scattering Transform and Deep Neural Networks.
Proceedings of the 2018 International Joint Conference on Neural Networks, 2018

Hierarchic Conv Nets Framework for Rare Sound Event Detection.
Proceedings of the 26th European Signal Processing Conference, 2018

Road Type Classification Using Acoustic Signals: Deep Learning Models and Real-Time Implementation.
Proceedings of the Advances in Intelligent Information Hiding and Multimedia Signal Processing, 2017

Domestic Water and Natural Gas Demand Forecasting by Using Heterogeneous Data: A Preliminary Study.
Proceedings of the Advances in Neural Networks: Computational and Theoretical Issues, 2015

A review of datasets and load forecasting techniques for smart natural gas and water grids: Analysis and experiments.
Neurocomputing, 2015

Parallel digital signal processing for efficient piano synthesis.
Proceedings of the 23rd European Signal Processing Conference, 2015

Wireless M-Bus Sensor Networks for Smart Water Grids: Analysis and Results.
Int. J. Distributed Sens. Networks, 2014

Computational Intelligence in Smart water and gas grids: An up-to-date overview.
Proceedings of the 2014 International Joint Conference on Neural Networks, 2014

Multi-resolution linear prediction based features for audio onset detection with bidirectional LSTM neural networks.
Proceedings of the IEEE International Conference on Acoustics, 2014

A nonlinear second-order digital oscillator for Virtual Acoustic Feedback.
Proceedings of the IEEE International Conference on Acoustics, 2014

Smart water grids for smart cities: A sustainable prototype demonstrator.
Proceedings of the European Conference on Networks and Communications, 2014

A digital waveguide-based approach for Clavinet modeling and synthesis.
EURASIP J. Adv. Signal Process., 2013

The Yin Yang Theory in sound and Music: a First Exploration.
Proceedings of the Non-Cochlear Sound: Proceedings of the 38th International Computer Music Conference, 2012

Adaptive Linear Prediction Filtering in DWT Domain for Real-Time Musical Onset Detection.
EURASIP J. Adv. Signal Process., 2011

Real-time emulation of the Clavinet.
Proceedings of the 2011 International Computer Music Conference, 2011