Curriculum vitae
Things I have been doing
Work History
Sound and Music Understanding Team, RIKEN AIP
Rennes, France
September 2021 - Present
Postoctoral Researcher — Physics-Informed Neural Networks for Speech Enhancement
Supervisors: Kazuyoshi Yoshii
LETG (UMR 6554), CNRS
Rennes, France
May 2021 - July 2022
Postoctoral Researcher — Physics-Informed Neural Networks for Geophysics
Supervisors: Thomas Corpetti
Multispeech Team, INRIA
Nancy, France
October 2016 - May 2017
Research Internship (Erasmus Program) — Developing algorithms for Music Interference Reduction from a Guassian Process perspective. This method consider the case of full-length concert recordings.
Supervisors: Antoine Liuktus.
Zamperla s.r.l
Vicenza, Italy
October 2014 - January 2016
R&D Engineer — Virtual reality on amusements rides and PC-to-PLC communication
Supervisors: Francesco DeLuca.
Acropark
Trento, Italy
Summers 2009 - 2014
Rescuer and Instructors — (Summer work) rope climbing guide and animator
Education
Ph.D. in Signal Processing
INRIA, Rennes, France, 2020.
Thesis: Echo-aware Signal Processing for Audio Scene Analysis
Supervisors: Antoine Deleforge, Nancy Bertin.
Keywords: Acoustic Echoes, Audio scene analysis, Room impulse response, Channel estimation, Supervised learning, Deep Neural Networks.
Thesis: Echo-aware Signal Processing for Audio Scene Analysis
Supervisors: Antoine Deleforge, Nancy Bertin.
Keywords: Acoustic Echoes, Audio scene analysis, Room impulse response, Channel estimation, Supervised learning, Deep Neural Networks.
Exchange Program
Bar-Ilan University, Tel Aviv, Isreal, 2019.
3-month visiting
Supervisors: Sharon Gannot, Pinchas Tandeitnik.
3-month visiting
Supervisors: Sharon Gannot, Pinchas Tandeitnik.
M.Sc. in Computer Engineering
Universitá degli Studi di Padova, Padova, Italy, 2017.
Thesis: Gaussian Processes for Music Interference Reduction
Supervisors: Antoine Liuktus, Nicola Orio.
Thesis: Gaussian Processes for Music Interference Reduction
Supervisors: Antoine Liuktus, Nicola Orio.
Erasmus exchange
Inria, Nancy, France, 2017.
6-months of Erasums+ Traineeship program where worked on my M.Sc Thesis.
Supervisors: Antoine Liuktus.
6-months of Erasums+ Traineeship program where worked on my M.Sc Thesis.
Supervisors: Antoine Liuktus.
Erasmus exchange
Aalborg Universitet, Copenhagen, Denmark, 2016.
6-months of Erasmus+ for Studying program where I attended course of the M.Sc in Sound and Music Computing.
Supervisors: Federico Avanzini, Stefania Serafin.
6-months of Erasmus+ for Studying program where I attended course of the M.Sc in Sound and Music Computing.
Supervisors: Federico Avanzini, Stefania Serafin.
B.Sc. in Information Engineering
Universitá degli Studi di Padova, Padova, Italy, 2014.
Thesis: Sequential Feature Selection: Algorithms And Applications For Audio Information Retrieval
Supervisors: Antonio Rodá.
Thesis: Sequential Feature Selection: Algorithms And Applications For Audio Information Retrieval
Supervisors: Antonio Rodá.
Skills
Languages
- Italian (Native)
- English (Fluent)
- French (Conversational)
- Japanese (Beginner)
Expertise
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Machine and Deep Learning,
Audio Signal Processing,
Signal processing,
Optimization,
Algorithms,
Stochastic modeling,
Probability theory,
Information theory
Programming
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Python,
MATLAB,
Latex,
git,
Liquid/HTML,
Java,
Android,
PureData,
Processing,
Arduino.
IDE, Tools
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Jupyter Notebooks,
Pytorch,
Weka,
VSCode, Sublime and Atom,
Vim and Tmux,
Unity.
Operating Systems and Applications
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Linux,
Windows and Office Suite,
OAR Clusters,
Prezi, Slides and Beamer,
Gimp/Draw.io.
DAW and Music Tools
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Ableton,
Reaper,
PureData,
Sonic Visualizer and Audacity,
Renoise.
