|
Research Interest
Teaching activities
Machine Learning
Laurea Magistrale
Deep
Learning
Laurea Magistrale:
Digital Audio Signal
Processing
Laurea Magistrale:
AI for Audio Processing (coming soon)
Laurea Magistrale
|
Biographical sketch
Aurelio
Uncini is a Full Professor of Electrical and Computer Engineering at
the Department of Information Engineering, Electronics, and
Telecommunications (DIET) at the University of Rome "La Sapienza,"
Italy. His research and teaching focus on Neural Networks, Machine
Learning, Deep Learning, and AI for Signal Processing.
He
obtained his Laurea degree in Electronic Engineering from Marche
Polytechnic University in 1983 and later earned a Ph.D. in Electrical
Engineering from the University of Bologna in 1994. His early research
experience includes a visiting student position at the "Consiglio
Nazionale delle Ricerche - Istituto O.M. Corbino" in Rome (1982-1983)
on speech signal processing, and work at the "Ugo Bordoni" Foundation
(1984-1986) on AI for continuous speech recognition and understanding.
He was a researcher at the Department of Electronics
and Automatics at Marche Polytechnic University from 1986 to 1993,
later serving as an Assistant Professor (1994-1998). From 1999 to 2004,
he was an Associate Professor at the INFOCOM Department of the
University of Rome "La Sapienza," and since 2005, he has been a Full
Professor at DIET.
Prof. Uncini has authored over 300 research papers in the fields of
neural networks, deep learning, AI-driven signal processing, and
optimization algorithms for circuit design. His current research
focuses on advanced neural network architectures, non-linear adaptive
filters, machine learning for signal processing, and AI-driven audio
and array processing. His contributions to the field include
innovations in blind signal processing, deep learning-based
optimization techniques, and real-time adaptive systems for digital
audio.
He is an active member of the global AI and signal processing
community, serving as a committee member for the IEEE Machine Learning
for Signal Processing Technical Committee (2000-2003), the IEEE Blind
Signal Processing Technical Committee, and the Steering Committee of
the Società Italiana Reti Neuroniche (SIREN). He is also affiliated
with the Audio Engineering Society (AES), the IEEE, the International
Neural Networks Society (INNS), and the Associazione Elettrotecnica ed
Elettronica Italiana (AEI)
.
.
|
Aurelio Uncini, Ph.D. -
full professor
