Publications

@inproceedings{giampiccolo:fdnprole,

title = {On The Role of Trainable Parameters in Differentiable Feedback Delay Networks},

author = {Riccardo Giampiccolo and Alessandro Ilic Mezza and Shoichi Koyama and Mirco Pezzoli and Alberto Bernardini and Fabio Antonacci and Augusto Sarti},

url = {https://ieeexplore.ieee.org/document/11464540/},

doi = {10.1109/ICASSP55912.2026.11464540},

isbn = {979-8-3315-6701-9},

year  = {2026},

date = {2026-05-01},

urldate = {2026-05-05},

booktitle = {Proc. IEEE Int. Conf. Acoust., Speech Signal Process. (ICASSP)},

pages = {22597–22601},

publisher = {IEEE},

address = {Barcelona, Spain},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{massi_learning_2026,

title = {Learning Piezoelectric Hysteresis in In-Ear MEMS Loudspeakers from Acoustic Measurements},

author = {Oliviero Massi and Alessandro Ilic Mezza and Riccardo Giampiccolo and Alberto Bernardini},

url = {https://ieeexplore.ieee.org/document/11464687/},

doi = {10.1109/ICASSP55912.2026.11464687},

isbn = {979-8-3315-6701-9},

year  = {2026},

date = {2026-05-01},

urldate = {2026-05-05},

booktitle = {ICASSP 2026 - 2026 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)},

pages = {15992–15996},

publisher = {IEEE},

address = {Barcelona, Spain},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{giampiccolo:churchireu,

title = {ChurchIR: A Dataset of Multichannel Church Impulse Responses for Spatial Audio Applications},

author = {Riccardo Giampiccolo and Sofia Parrinelli and Fabio Antonacci},

isbn = {978-94-645936-2-4},

year  = {2025},

date = {2025-09-01},

booktitle = {Proc. of the 33rd European Signal Process. Conf. (EUSIPCO)},

pages = {161–165},

address = {Isola delle Femmine, Italy},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{mezza:dsdn,

title = {Differentiable Scattering Delay Networks for Artificial Reverberation},

author = {Alessandro Ilic Mezza and Riccardo Giampiccolo and Enzo De Sena and Alberto Bernardini},

year  = {2025},

date = {2025-09-01},

booktitle = {Proc. of the 28th Int. Conf. Digital Audio Effects (DAFx)},

pages = {202–209},

address = {Ancona, Italy},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{massi:trainwdfnn,

title = {Training Neural Models of Nonlinear Multi-Port Elements Within Wave Digital Structures Through Discrete-Time Simulation},

author = {Oliviero Massi and Alessandro Ilic Mezza and Riccardo Giampiccolo and Alberto Bernardini},

year  = {2025},

date = {2025-09-01},

booktitle = {Proc. of the 28th Int. Conf. on Digital Audio Effects (DAFx25)},

pages = {94–101},

address = {Ancona, Italy},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{giampiccolo:dfdnhom,

title = {Modeling the Impulse Response of Higher-Order Microphone Arrays using Differentiable Feedback Delay Networks},

author = {Riccardo Giampiccolo and Alessandro Ilic Mezza and Mirco Pezzoli and Shoichi Koyama and Alberto Bernardini and Fabio Antonacci},

year  = {2025},

date = {2025-09-01},

booktitle = {Proc. of the 28th Int. Conf. Digital Audio Effects (DAFx)},

pages = {180–187},

address = {Ancona, Italy},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{longo:memschar,

title = {Characterization of Piezoelectric Speakers in Smartphones for Audio Signal Processing},

author = {Giacomo Longo and Riccardo Giampiccolo and Marco Musacci and Riccardo Cavallari and Alberto Bernardini},

doi = {https://doi.org/10.1109/I3DA65421.2025.11202040},

year  = {2025},

date = {2025-09-01},

booktitle = {2025 IEEE International Conference on Immersive and 3D Audio (I3DA)},

address = {Bologna, Italy},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{longo:directmems,

title = {Acoustic Directivity Characterization of a Smartphone System with Piezoelectric Speakers},

author = {Giacomo Longo and Federico Miotello and Riccardo Giampiccolo and Alberto Bernardini},

doi = {https://doi.org/10.1109/I3DA65421.2025.11202061},

year  = {2025},

date = {2025-09-01},

booktitle = {2025 IEEE International Conference on Immersive and 3D Audio (I3DA)},

address = {Bologna, Italy},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{giampiccolo:pentode,

title = {Wave Digital Modeling of Circuits with a Single Variable-μ Pentode based on Neural Networks},

author = {Riccardo Giampiccolo and Genís Casanova and Oliviero Massi and Alberto Bernardini},

doi = {10.1109/ISCAS56072.2025.11044204},

year  = {2025},

date = {2025-05-01},

booktitle = {Proceedings of the IEEE International Symposium on Circuits and Systems (ISCAS)},

address = {London, UK},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{massi:timevarnn,

title = {Explicit Neural Network-Based Modeling of Time-Varying Circuits with a Single BJT in the Wave Digital Domain},

author = {Oliviero Massi and Shijie Yang and Riccardo Giampiccolo and Alberto Bernardini},

doi = {10.1109/ISCAS56072.2025.11043816},

year  = {2025},

date = {2025-05-01},

booktitle = {Proceedings of the IEEE International Symposium on Circuits and Systems (ISCAS)},

address = {London, UK},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{giampiccolo:nlcompar,

title = {A Comparison of Iterative Methods for the Solution of Nonlinear WDFs with Non-Lossless Junctions},

author = {Riccardo Giampiccolo and Stefano Ravasi and Alberto Bernardini},

doi = {10.1109/ISCAS56072.2025.11043953},

isbn = {979-8-3503-5683-0},

year  = {2025},

date = {2025-05-01},

booktitle = {Proc. Int. Symp. Circuits Syst. (ISCAS)},

pages = {1–5},

address = {London, United Kingdom},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{damiano2025zero,

title = {A zero-shot physics-informed dictionary learning approach for sound field reconstruction},

author = {Stefano Damiano and Federico Miotello and Mirco Pezzoli and Alberto Bernardini and Fabio Antonacci and Augusto Sarti and Toon Van Waterschoot},

doi = {10.1109/ICASSP49660.2025.10888108},

year  = {2025},

date = {2025-01-01},

booktitle = {IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)},

pages = {1–5},

organization = {IEEE},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{salvi2024listening,

title = {Listening Between the Lines: Synthetic Speech Detection Disregarding Verbal Content},

author = {D. Salvi and Temesgen S. B. and P. Bestagini and S. Tubaro},

year  = {2024},

date = {2024-01-01},

booktitle = {IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) Workshop},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{leonzio2024water,

title = {Water Leak Detection via Domain Adaptation},

author = {Daniele Ugo Leonzio and Paolo Bestagini and Marco Marcon and Gian Paolo Quarta and Stefano Tubaro},

doi = {10.1109/ICASSP48485.2024.10447165},

year  = {2024},

date = {2024-01-01},

booktitle = {IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{singhyadav2024mdrt,

title = {Mdrt: Multi-Domain Synthetic Speech Localization},

author = {Amit Kumar Singh Yadav and Kratika Bhagtani and Sriram Baireddy and Paolo Bestagini and Stefano Tubaro and Edward J. Delp},

doi = {10.1109/ICASSP48485.2024.10446471},

year  = {2024},

date = {2024-01-01},

booktitle = {IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{cannas2024one,

title = {A One-Class Approach to Detect Super-Resolution Satellite Imagery with Spectral Features},

author = {E. D. Cannas and P. Beaus and P. Bestagini and F. Marques and S. Tubaro},

doi = {10.1109/ICASSP48485.2024.10446619},

year  = {2024},

date = {2024-01-01},

booktitle = {IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{giampiccolo2024mxrp90,

title = {Wave Digital Model of the MXR Phase 90 based on a Time-Varying Resistor Approximation of JFET Elements},

author = {Riccardo Giampiccolo and Samuele Del Moro and Claudio Eutizi and Mattia Massimi and Oliviero Massi and Alberto Bernardini},

year  = {2024},

date = {2024-01-01},

booktitle = {27th International Conference on Digital Audio Effects (DAFx24)},

pages = {89-96},

address = {Guildford, UK},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{mezza2024freqdfdn,

title = {Modeling the Frequency-Dependent Sound Energy Decay of Acoustic Environments With Differentiable Feedback Delay Networks},

author = {Alessandro Ilic Mezza and Riccardo Giampiccolo and Alberto Bernardini},

year  = {2024},

date = {2024-01-01},

booktitle = {Proceedings of the 27th International Conference on Digital Audio Effects (DAFx)},

pages = {238-245},

address = {Guildford, UK},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{giampiccolo2024mimofdn,

title = {Differentiable MIMO Feedback Delay Networks for Multichannel Room Impulse Response Modeling},

author = {Riccardo Giampiccolo and Alessandro Ilic Mezza and Alberto Bernardini},

year  = {2024},

date = {2024-01-01},

booktitle = {Proceedings of the 27th International Conference on Digital Audio Effects (DAFx)},

pages = {278-285},

address = {Guildford, UK},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{mezza2024benchddss,

title = {Benchmarking Music Demixing Models for Deep Drum Source Separation},

author = {Alessandro Ilic Mezza and Riccardo Giampiccolo and Alberto Bernardini and Augusto Sarti},

doi = {10.1109/IS262782.2024.10704147},

isbn = {9798350366525},

year  = {2024},

date = {2024-01-01},

urldate = {2024-10-08},

booktitle = {Proceedings of the 5th IEEE International Symposium on the Internet of Sounds (IS2)},

publisher = {IEEE},

address = {Erlangen, Germany},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{salvi2024listeningb,

title = {Listening Between the Lines: Synthetic Speech Detection Disregarding Verbal Content},

author = {D. Salvi and Temesgen S. B. and P. Bestagini and S. Tubaro},

year  = {2024},

date = {2024-01-01},

booktitle = {IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) Workshop},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{leonzio2024waterb,

title = {Water Leak Detection via Domain Adaptation},

author = {Daniele Ugo Leonzio and Paolo Bestagini and Marco Marcon and Gian Paolo Quarta and Stefano Tubaro},

doi = {10.1109/ICASSP48485.2024.10447165},

year  = {2024},

date = {2024-01-01},

booktitle = {IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{singhyadav2024mdrtb,

title = {Mdrt: Multi-Domain Synthetic Speech Localization},

author = {Amit Kumar Singh Yadav and Kratika Bhagtani and Sriram Baireddy and Paolo Bestagini and Stefano Tubaro and Edward J. Delp},

doi = {10.1109/ICASSP48485.2024.10446471},

year  = {2024},

date = {2024-01-01},

booktitle = {IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{cannas2024oneb,

title = {A One-Class Approach to Detect Super-Resolution Satellite Imagery with Spectral Features},

author = {E. D. Cannas and P. Beaus and P. Bestagini and F. Marques and S. Tubaro},

doi = {10.1109/ICASSP48485.2024.10446619},

year  = {2024},

date = {2024-01-01},

booktitle = {IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{giampiccolo2024mxrp90b,

title = {Wave Digital Model of the MXR Phase 90 based on a Time-Varying Resistor Approximation of JFET Elements},

author = {Riccardo Giampiccolo and Samuele Del Moro and Claudio Eutizi and Mattia Massimi and Oliviero Massi and Alberto Bernardini},

year  = {2024},

date = {2024-01-01},

booktitle = {27th International Conference on Digital Audio Effects (DAFx24)},

pages = {89-96},

address = {Guildford, UK},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{mezza2024freqdfdnb,

title = {Modeling the Frequency-Dependent Sound Energy Decay of Acoustic Environments With Differentiable Feedback Delay Networks},

author = {Alessandro Ilic Mezza and Riccardo Giampiccolo and Alberto Bernardini},

year  = {2024},

date = {2024-01-01},

booktitle = {Proceedings of the 27th International Conference on Digital Audio Effects (DAFx)},

pages = {238-245},

address = {Guildford, UK},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{giampiccolo2024mimofdnb,

title = {Differentiable MIMO Feedback Delay Networks for Multichannel Room Impulse Response Modeling},

author = {Riccardo Giampiccolo and Alessandro Ilic Mezza and Alberto Bernardini},

year  = {2024},

date = {2024-01-01},

booktitle = {Proceedings of the 27th International Conference on Digital Audio Effects (DAFx)},

pages = {278-285},

address = {Guildford, UK},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{mezza2024benchddssb,

title = {Benchmarking Music Demixing Models for Deep Drum Source Separation},

author = {Alessandro Ilic Mezza and Riccardo Giampiccolo and Alberto Bernardini and Augusto Sarti},

doi = {10.1109/IS262782.2024.10704147},

isbn = {9798350366525},

year  = {2024},

date = {2024-01-01},

urldate = {2024-10-08},

booktitle = {Proceedings of the 5th IEEE International Symposium on the Internet of Sounds (IS2)},

publisher = {IEEE},

address = {Erlangen, Germany},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{miotello2024reconstruction,

title = {Reconstruction of sound field through diffusion models},

author = {Federico Miotello and Luca Comanducci and Mirco Pezzoli and Alberto Bernardini and Fabio Antonacci and Augusto Sarti},

doi = {10.1109/ICASSP48485.2024.10446761},

year  = {2024},

date = {2024-01-01},

booktitle = {IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)},

pages = {1476–1480},

organization = {IEEE},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{miotello2024homula,

title = {Homula-rir: A room impulse response dataset for teleconferencing and spatial audio applications acquired through higher-order microphones and uniform linear microphone arrays},

author = {Federico Miotello and Paolo Ostan and Mirco Pezzoli and Luca Comanducci and Alberto Bernardini and Fabio Antonacci and Augusto Sarti},

doi = {10.1109/ICASSPW62465.2024.10626753},

year  = {2024},

date = {2024-01-01},

booktitle = {IEEE International Conference on Acoustics, Speech, and Signal Processing Workshops (ICASSPW)},

pages = {795–799},

organization = {IEEE},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{miotello2024physics,

title = {A physics-informed neural network-based approach for the spatial upsampling of spherical microphone arrays},

author = {Federico Miotello and Ferdinando Terminiello and Mirco Pezzoli and Alberto Bernardini and Fabio Antonacci and Augusto Sarti},

doi = {10.1109/IWAENC61483.2024.10694489},

year  = {2024},

date = {2024-01-01},

booktitle = {18th International Workshop on Acoustic Signal Enhancement (IWAENC)},

pages = {215–219},

organization = {IEEE},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{mezza2023lars,

title = {LARS: An Open-Source VST3 Plug-In for Deep Drums Demixing with Pretrained Models},

author = {Alessandro Ilic Mezza and Riccardo Di Palma and Edoardo Morena and Alessandro Orsatti and Riccardo Giampiccolo and Alberto Bernardini},

year  = {2023},

date = {2023-11-01},

booktitle = {24th International Society for Music Information Retrieval Conference (ISMIR) - LBD Session},

address = {Milan, Italy},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{mezza2023sdx,

title = {StemGMD: A Large-Scale Multi-Kit Audio Dataset for Deep Drums Demixing},

author = {Alessandro Ilic Mezza and Riccardo Giampiccolo and Alberto Bernardini and Augusto Sarti},

year  = {2023},

date = {2023-11-01},

booktitle = {2023 SDX Workshop},

address = {Milan, Italy},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{mezza2023larsb,

title = {LARS: An Open-Source VST3 Plug-In for Deep Drums Demixing with Pretrained Models},

author = {Alessandro Ilic Mezza and Riccardo Di Palma and Edoardo Morena and Alessandro Orsatti and Riccardo Giampiccolo and Alberto Bernardini},

year  = {2023},

date = {2023-11-01},

booktitle = {24th International Society for Music Information Retrieval Conference (ISMIR) - LBD Session},

address = {Milan, Italy},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{mezza2023sdxb,

title = {StemGMD: A Large-Scale Multi-Kit Audio Dataset for Deep Drums Demixing},

author = {Alessandro Ilic Mezza and Riccardo Giampiccolo and Alberto Bernardini and Augusto Sarti},

year  = {2023},

date = {2023-11-01},

booktitle = {2023 SDX Workshop},

address = {Milan, Italy},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}