Research Activities

Membership Acknowledgements

Editorial Activities

Associate Editor

Volume Editor

Guest Editor for Special Issues

Conference Organization

Organizing Committee Member

Challenge Organization

Special Session Organization

Conference Activities

Session Chair

Technical Program Committee Member

Presentations

Tutorials

Academic Seminars and Invited Talks

  • L3DAS: Learning 3D Audio Sources - Audio Days, Logitech, Virtual / Lausanne, Switzerland, June 20, 2022.
    [
    slides]

  • The Simplicity of the Hypercomplex: Deep Learning for Immersive Audio - Seminar Series on Artificial Intelligence for Sound Analysis and Synthesis, Italian Section of the Audio Engineering Society (AES), Virtual / Rome, Italy, December 15, 2020.
    [
    slides] [video (ITA)]

  • Learning 3D Audio Sources in the Quaternion Domain - AES Virtual Symposium: Applications of Machine Learning in Audio, Virtual, September 29, 2020.
    [
    link] [slides] [video]

  • Accelerating Magnetic Resonance Imaging with Deep Learning - Workshop on Computational Intelligence for Bioinformatics and Clinical Diagnostics, Sapienza Information-Based Technology InnovaTion Center for Health (STITCH), Rome, Italy, February 5, 2020.
    [
    link] [slides]

  • Acoustic Noise Reduction in Reverberant Environments - European Gravitational Observatory (EGO-VIRGO), Cascina (PI), Italy, October 12, 2018.
    [
    slides]

  • Nonlinear Adaptive Filtering Based on a Class of Linear-in-the-Parameters Nonlinear Models - Riunione Annuale dei Ricercatori di Elettrotecnica (ET 2015), Genova, Italy, June 19, 2015.
    [
    slides]

  • Nonlinear Adaptive Filtering Based on a Class of Linear-in-the-Parameters Nonlinear Models - Seminar Series of Enabling Advances in Technology - EAT @ DIET, Rome, Italy, May 7, 2015.
    [
    flyer] [slides]

Awards

Funding Grants as Principal Investigator

  • 2022. Principal Investigator for the regional program “Intervento per il Rafforzamento della Ricerca e Innovazione nel Lazio” with the project “Hypercomplex Generative Deep Learning for Energy-Efficient AI Applications”. Grant value: 72.948,66€.

  • 2021. Principal Investigator for “NVIDIA Applied Research Accelerator Program” with the project “Quaternion Deep Learning for 3D Audio Sources”. Grant: GPU NVIDIA Quadro RTX 8000 (value 7000$).

  • 2019. Principal Investigator for “Progetti di Ricerca Grandi 2019 – Progetti Grandi – Sapienza Università di Roma” with the project “HYD3A: Hypercomplex Deep Learning for 3D Audio Analysis”. Grant value: 62.987€.

  • 2017. Principal Investigator for “Fondo per le Attività Base di Ricerca (FFABR) – ANVUR”. Grant value: 3.000€.

  • 2016. Principal Investigator for “Ricerca Scientifica Anno 2016: Progetti Avvio alla Ricerca – Sapienza Università di Roma” with the project “Interfacce Acustiche Intelligenti per l’Audio Spaziale Immersivo ad Alta Definizione”. Grant value: 2.000€.

  • 2015. Principal Investigator for “Ricerca Scientifica Anno 2015: Progetti Avvio alla Ricerca – Sapienza Università di Roma” with the project “Interfacce Acustiche Intelligenti per Dispositivi Mobili in Comunicazioni Immersive”. Grant value: 2.000€.

Academic Activities