Aurelio Uncini, Ph.D. -  full professor

 University of  Rome  "La Sapienza"

 Faculty of Information Engineering, Computer Science and Statistics (I3S)

 Department of Information Engineering,Electronics and Telecommunications (DIET)  


 Via Eudossiana, 18

 I-00184 Roma - Italy




Vide-President and Board of Directors mamber of

Audio Engineering Society - Italian Section


Chair of

DSP & Multimedia Group: ISPAMM Lab


Board of Directors member of

Cyber Intelligence and Information Security (CIS) research center



Steering Committee member of

Societa' Italiana Reti Neuroniche (SIREN)



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)




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