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Research Interest
Teaching activities
Digital Audio Signal
Processing
Laurea Magistrale:
Machine Learning
Laurea Magistrale
Deep
Learning (old Tecniche Audiovisve)
Laurea Magistrale:
Old
Courses
Algoritmi Adattativi
e Calcolo Parallelo (ad esaurimento) Elaborazione Adattativa
dei Segnali, Intelligenza Computazionale (Informatica, Elettronica,
Telecomunicazioni)
Neural Networks
(Reti neurali)
(Laurea Magistrale:
Artificial Intelligence and Robotics)
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Biographical sketch
He is Professor in Circuits Theory, at the
Department of Information Engineering, Electronics and Telecommunications of
the
University of Rome "La Sapienza" - Italy.
He received the laurea degree in Electronic
Engineering from the
Marche Polytechnic University - Italy, on 1983 and the Ph.D. degree in
Electrical Engineering in 1994 from
University of Bologna, Italy. In 1982-1983 he was a visiting student at the
"Consiglio
Nazionale delle Ricerche - Istituto O.M.Corbino" in Rome. From 1984 to 1986
he was with the "Ugo
Bordoni" Foundation, Rome, Italy, engaged in research on digital processing
of speech signals. From 1986 to 1993 he was a free researcher affiliated at the
Department of Electronics and Automatics -
Marche Polytechnic University and where from 1994 to 1998 he was assistant
professor. From 1999 to 2004, he was
Associate Professor at the Department INFOCOM - University of Rome "La
Sapienza". Form 2005 he is full professor at the Department of Information
Engineering, Electronics and Telecommunications (DIET) where he is teaching
Machine Learning, Deep Learning and Digital Audio Signal Processing.
He his author of more than 300 papers in the field of optimization algorithms
for circuits design, signal processing, neural networks, deep learning and audio
signal processing.
His
present research interests include also linear and non-linear adaptive filters,
adaptive audio and array processing, machine learning for signal processing.
Prof. Uncini is a cd-member of the
Audio Engineering Society, of the
Institute of Electrical and Electronics Engineers (IEEE), of the Machine
Learning for Signal Processing Technical Committee (2000-2003), (IEEE
Signal Processing Society), of the Blind Signal Processing Technical
Committee (IEEE
Circuits and Systems Society), of the
Associazione Elettrotecnica ed Elettronica Italiana (AEI), of the
International Neural Networks Society (INNS) and Steering Committee member
of
Societa' Italiana Reti Neuroniche (SIREN).
Books (ENG)
Book: Fundamentals of Adaptive Signal
Processing - Springer
Book: Digital Audio Signal Processing Fundamentals- Springer
- IN PRESS 2022
Working in progress: Acoustic Signal Processing-
Tentative 2023
Free students edition : Introduction to Neural Networks and Deep Learning,
(tentative provisional title: ask to be chapters
reviewer and/or proofreader - pages 705)
Free students edition:: Mathematical Elements for Machine Learning
- Metric Spaces, Nonlinear Programming, Random Variables and
Stochastic Processes, (tentative provisional title:
ask to be chapters reviewer and/or proofreader - pages 441 )
Books (ITA)
Book:
Audio Digitale - McGraw-Hill
Book:
Algoritmi Adattativi per l'Elaborazione
dei Segnali - Esculapio
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Aurelio Uncini, Ph.D. -
full professor
