DANILO COMMINIELLO

Associate professor


email: danilo.comminiello@uniroma1.it
phone: 0644585816
building: RM032
room: 116

Danilo Comminiello received the M.Sc. degree in Telecommunication Engineering in 2008 from Sapienza University of Rome, Italy. In 2008 he undertook the Ph.D. degree in Information and Communication Engineering, accomplished in 2012, with the Department of Information Engineering, Electronics and Telecommunications (DIET) at Sapienza University of Rome, Italy.
From November 2019 he is an Associate Professor with the DIET, Sapienza University of Rome, where he teaches "Machine Learning for Signal Processing" (M.Sc. in Electronic Engineering), "Circuit Theory" (B.Sc. in Communications Engineering), and "Generative Deep Learning" (PhD Course in Information and Communication Technology). He is a member of the research group of Intelligent Signal Processing and MultiMedia (ISPAMM) with the DIET.
His research interests concern circuits and algorithms for machine learning and artificial intelligence, with focus on audio and biomedical applications.

Danilo Comminiello is a Senior Member of the "Institute of Electrical and Electronics Engineers" (IEEE), and a Member of the "Audio Engineering Society" (AES). He is an elected Member of the IEEE Machine Learning for Signal Processing Technical Committee of the IEEE Signal Processing Society, Member of the IEEE Nonlinear Circuits and Systems Technical Committee of the IEEE Circuits and Systems Society, and Member of the Task Force on Computational Audio Processing of the IEEE Computational Intelligence Society.
Danilo Comminiello is one of the editors of the book Adaptive Learning Methods for Nonlinear Modeling (D. Comminiello and J. C. Principe, eds.), Elsevier, 2018.

Research products

11573/1725167 - 2024 - Syncfusion: Multimodal Onset-Synchronized Video-to-Audio Foley Synthesis
Comunità, M.; Gramaccioni, R. F.; Postolache, E.; Rodolà, E.; Comminiello, D.; Reiss, J. D. - 04b Atto di convegno in volume
conference: ICASSP 2024 - 2024 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (Seoul, Korea, Republic of)
book: ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings - ()

11573/1714344 - 2024 - L3DAS23: Learning 3D Audio Sources for Audio-Visual Extended Reality
Gramaccioni, R. F.; Marinoni, C.; Chen, C.; Uncini, A.; Comminiello, D. - 01a Articolo in rivista
paper: IEEE OPEN JOURNAL OF SIGNAL PROCESSING (New York NY: IEEE) pp. 1-9 - issn: 2644-1322 - wos: (0) - scopus: 2-s2.0-85187979009 (1)

11573/1712935 - 2024 - Inverse Design of Thin-Film Metamaterials with a LSTM-based Approach
Gramaccioni, R. F.; Marinoni, C.; Frezza, F.; Uncini, A.; Comminiello, D. - 04d Abstract in atti di convegno
conference: WIRN 2024 (Vietri sul Mare)
book: Proc. WIRN 2024 - ()

11573/1725064 - 2024 - Towards explaining hypercomplex neural networks
Lopez, E.; Grassucci, E.; Capriotti, D.; Comminiello, D. - 04b Atto di convegno in volume
conference: 2024 International Joint Conference on Neural Networks, IJCNN 2024 (Yokohama; Japan)
book: Proceedings of the International Joint Conference on Neural Networks - (9798350359312)

11573/1709447 - 2024 - Attention-map augmentation for hypercomplex breast cancer classification
Lopez, Eleonora; Betello, Filippo; Carmignani, Federico; Grassucci, Eleonora; Comminiello, Danilo - 01a Articolo in rivista
paper: PATTERN RECOGNITION LETTERS (Elsevier BV:PO Box 211, 1000 AE Amsterdam Netherlands:011 31 20 4853757, 011 31 20 4853642, 011 31 20 4853641, EMAIL: nlinfo-f@elsevier.nl, INTERNET: http://www.elsevier.nl, Fax: 011 31 20 4853598) pp. - - issn: 0167-8655 - wos: WOS:001241411900001 (0) - scopus: 2-s2.0-85191528613 (1)

11573/1725066 - 2024 - Hierarchical hypercomplex network for multimodal emotion recognition
Lopez, Eleonora; Uncini, Aurelio; Comminiello, Danilo - 04b Atto di convegno in volume
conference: 2024 IEEE 34th International Workshop on Machine Learning for Signal Processing (MLSP) (London, UK)
book: 2024 IEEE 34th International Workshop on Machine Learning for Signal Processing (MLSP) - (979-8-3503-7225-0)

11573/1726857 - 2024 - Efficient functional link adaptive filters based on nearest Kronecker product decomposition
Nezamdoust, A.; Huemer, M.; Uncini, A.; Comminiello, D. - 04b Atto di convegno in volume
conference: 49th IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2024 (Seoul; Korea)
book: ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings - (9798350344851)

11573/1726627 - 2024 - Spline adaptive exponential functional link filter for nonlinear acoustic echo cancellation
Nezamdoust, A.; Scarpiniti, M.; Uncini, A.; Comminiello, D. - 04b Atto di convegno in volume
conference: 32nd European Signal Processing Conference, EUSIPCO 2024 (Lyon; France)
book: Proceedings of 32nd European Signal Processing Conference (EUSIPCO 2024) - (978-9-4645-9361-7)

11573/1726884 - 2024 - Adaptive combination in Frequency Domain: An Approach for Robust Nonlinear Acoustic Echo Cancellation
Nezamdoust, Alireza; Huemer, Mario; Comminiello, Danilo - 04d Abstract in atti di convegno
conference: International Conference on Computer Aided Systems Theory (Las Palmas de Gran Canaria, Spain)
book: Nineteenth International Conference on COMPUTER AIDED SYSTEMS THEORY - EUROCAST 2024 - (978-84-09-58721-6)

11573/1723593 - 2024 - Ship in sight: diffusion models for ship-image super resolution
Sigillo, L.; Gramaccioni, R. F.; Nicolosi, A.; Comminiello, D. - 04b Atto di convegno in volume
conference: 2024 International Joint Conference on Neural Networks, IJCNN 2024 (Yokohama; Japan)
book: Proceedings of the International Joint Conference on Neural Networks - (9798350359312)

11573/1714014 - 2024 - Detecting audio deepfakes: integrating CNN and BiLSTM with multi-feature concatenation
Taiba Majid, Taiba Majid; Qadri, Syed Asif Ahmad; Comminiello, Danilo; Amerini, Irene - 04b Atto di convegno in volume
conference: IH&MMSec '24: Proceedings of the 2024 ACM Workshop on Information Hiding and Multimedia Security (Baiona, Spain)
book: IH&MMSec '24: Proceedings of the 2024 ACM Workshop on Information Hiding and Multimedia Security - (979-8-4007-0637-0)

11573/1713424 - 2024 - UNet-WD: deep learning for multi-appliance water disaggregation
Taloma, Redemptor Jr Laceda; Comminiello, Danilo; Pisani, Patrizio; Cuomo, Francesca - 04b Atto di convegno in volume
conference: 2024 IFIP Networking Conference (IFIP Networking) (Thessaloniki; Greece)
book: 2024 IFIP Networking Conference (IFIP Networking) - (9783903176638)

11573/1713417 - 2024 - Smart water grids: solutions based on IoT and machine learning
Taloma, Redemptor Jr Laceda; Cuomo, Francesca; Comminiello, Danilo; Melazzi, Nicola Blefari; Pisani, Patrizio - 04b Atto di convegno in volume
conference: International Conference on Innovation, Communication and Engineering (ICICE 2023) (Bangkok; Thailand)
book: International Conference on Innovation, Communication and Engineering (ICICE 2023) - (978-1-83953-995-4)

11573/1695674 - 2023 - Semantic Communications Based on Adaptive Generative Models and Information Bottleneck
Barbarossa, Sergio; Comminiello, Danilo; Grassucci, Eleonora; Pezone, Francesco; Sardellitti, Stefania; Di Lorenzo, Paolo - 01a Articolo in rivista
paper: IEEE COMMUNICATIONS MAGAZINE (IEEE / Institute of Electrical and Electronics Engineers Incorporated:445 Hoes Lane:Piscataway, NJ 08854:(800)701-4333, (732)981-0060, EMAIL: subscription-service@ieee.org, INTERNET: http://www.ieee.org, Fax: (732)981-9667) pp. 36-41 - issn: 0163-6804 - wos: WOS:001189253000009 (1) - scopus: 2-s2.0-85172784611 (9)

11573/1705128 - 2023 - Quaternion neural networks for multidimensional applications. An Overview
Buscarino, A.; Famoso, C.; Comminiello, D.; Patane, L. - 04b Atto di convegno in volume
conference: 30th IEEE International Conference on Electronics, Circuits and Systems, ICECS 2023 (Istanbul; Turkey)
book: ICECS 2023 - 2023 30th IEEE International Conference on Electronics, Circuits and Systems: Technosapiens for Saving Humanity - (979-8350-32-649-9)

11573/1661290 - 2023 - A new class of efficient adaptive filters for online nonlinear modeling
Comminiello, Danilo; Nezamdoust, Alireza; Scardapane, Simone; Scarpiniti, Michele; Hussain, Amir; Uncini, Aurelio - 01a Articolo in rivista
paper: IEEE TRANSACTIONS ON SYSTEMS, MAN, AND CYBERNETICS. SYSTEMS (New York NY: Institute of Electrical and Electronics Engineers, 2013-) pp. 1384-1396 - issn: 2168-2232 - wos: WOS:000857495100001 (3) - scopus: 2-s2.0-85139391519 (3)

11573/1686143 - 2023 - Visual odometry with depth-wise separable convolution and quaternion neural networks
De Magistris, G.; Comminiello, D.; Napoli, C.; Starczewski, J. T. - 04b Atto di convegno in volume
conference: 9th Italian workshop on artificial intelligence and robotics. AIRO 2022 (Udine; Italy)
book: CEUR workshop proceedings - ()

11573/1669169 - 2023 - Dual quaternion ambisonics array for six-degree-of-freedom acoustic representation
Grassucci, E.; Mancini, G.; Brignone, C.; Uncini, A.; Comminiello, D. - 01a Articolo in rivista
paper: PATTERN RECOGNITION LETTERS (Elsevier BV:PO Box 211, 1000 AE Amsterdam Netherlands:011 31 20 4853757, 011 31 20 4853642, 011 31 20 4853641, EMAIL: nlinfo-f@elsevier.nl, INTERNET: http://www.elsevier.nl, Fax: 011 31 20 4853598) pp. 24-30 - issn: 0167-8655 - wos: WOS:000920683000001 (7) - scopus: 2-s2.0-85145774706 (9)

11573/1693469 - 2023 - GROUSE. A task and model agnostic wavelet-driven framework for medical imaging
Grassucci, Eleonora; Sigillo, Luigi; Uncini, Aurelio; Comminiello, Danilo - 01a Articolo in rivista
paper: IEEE SIGNAL PROCESSING LETTERS (IEEE / Institute of Electrical and Electronics Engineers Incorporated:445 Hoes Lane:Piscataway, NJ 08854:(800)701-4333, (732)981-0060, EMAIL: subscription-service@ieee.org, INTERNET: http://www.ieee.org, Fax: (732)981-9667) pp. 1397-1401 - issn: 1070-9908 - wos: WOS:001086210700001 (1) - scopus: 2-s2.0-85174843341 (2)

11573/1693482 - 2023 - Quaternion anti-transfer learning for speech emotion recognition
Guizzo, E.; Weyde, T.; Tarroni, G.; Comminiello, D. - 04b Atto di convegno in volume
conference: 2023 IEEE Workshop on Applications of Signal Processing to Audio and Acoustics, WASPAA 2023 (New Paltz, NY; USA)
book: IEEE Workshop on Applications of Signal Processing to Audio and Acoustics - (979-8-3503-2372-6)

11573/1684326 - 2023 - Learning speech emotion representations in the quaternion domain
Guizzo, Eric; Weyde, Tillman; Scardapane, Simone; Comminiello, Danilo - 01a Articolo in rivista
paper: IEEE/ACM TRANSACTIONS ON AUDIO, SPEECH, AND LANGUAGE PROCESSING (New York, NY IEEE 2014, 2014-) pp. 1200-1212 - issn: 2329-9290 - wos: WOS:000953588000002 (11) - scopus: 2-s2.0-85149423370 (14)

11573/1693887 - 2023 - Hypercomplex multimodal emotion recognition from EEG and peripheral physiological signals
Lopez, E.; Chiarantano, E.; Grassucci, E.; Comminiello, D. - 04b Atto di convegno in volume
conference: 2023 IEEE International Conference on Acoustics, Speech and Signal Processing Workshops, ICASSPW 2023 (Rhodes; Greece)
book: ICASSPW 2023 - 2023 IEEE International Conference on Acoustics, Speech and Signal Processing Workshops, Proceedings - (979-8-3503-0261-5)

11573/1693477 - 2023 - PHYDI. Initializing parameterized hypercomplex neural networks as identity functions
Mancanelli, M.; Grassucci, E.; Uncini, A.; Comminiello, D. - 04b Atto di convegno in volume
conference: 33rd IEEE International Workshop on Machine Learning for Signal Processing, MLSP 2023 (Rome; Italy)
book: IEEE International Workshop on Machine Learning for Signal Processing, MLSP - (979-8-3503-2411-2)

11573/1701395 - 2023 - Quaternion gated recurrent units for renewable energy. Improving power forecasting
Marco, Gianfranco Di; Comminiello, Danilo; Scarpiniti, Michele; Uncini, Aurelio - 04b Atto di convegno in volume
conference: 2023 30th IEEE International Conference on Electronics, Circuits and Systems (ICECS 2023) (Istanbul; Turkey)
book: Proceedings of the 30th IEEE International Conference on Electronics, Circuits and Systems (ICECS 2023) - (979-8-3503-2649-9)

11573/1714441 - 2023 - Overview of the L3DAS23 challenge on audio-visual extended reality
Marinoni, Christian; Gramaccioni, Riccardo F.; Chen, Changan; Uncini, Aurelio; Comminiello, Danilo - 04b Atto di convegno in volume
conference: 48th IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2023 (Rhodes Island; Greece)
book: ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings - (9781728163284)

11573/1715972 - 2023 - DPPL hallway tracker: hospital contact tracing during the COVID-19 pandemic
Marinoni, Christian; Ponzi, Valerio; Comminiello, Danilo - 04b Atto di convegno in volume
conference: 9th Scholar's Yearly Symposium of Technology, Engineering and Mathematics, SYSTEM 2023 (Roma; Italia)
book: Proceedings of the 9th Scholar’s Yearly Symposium of Technology, Engineering and Mathematics 2023 - ()

11573/1693491 - 2023 - Frequency-domain functional links for nonlinear feedback cancellation in hearing aids
Nezamdoust, A.; Gogate, M.; Dashtipour, K.; Hussain, A.; Comminiello, D. - 04b Atto di convegno in volume
conference: 2023 IEEE International Conference on Acoustics, Speech and Signal Processing Workshops, ICASSPW 2023 (Rhodes Island; Greece)
book: ICASSPW 2023 - 2023 IEEE International Conference on Acoustics, Speech and Signal Processing Workshops, Proceedings - (979-8-3503-0261-5)

11573/1693489 - 2023 - Generating New Sounds by Vector Arithmetic in the Latent Space of the MelGAN Architecture
Scarpiniti, M.; Massaro, E.; Comminiello, D.; Uncini, A. - 02a Capitolo o Articolo
book: Smart Innovation, Systems and Technologies - (978-981-99-3591-8; 978-981-99-3592-5)

11573/1693486 - 2023 - Leaky Echo State Network for Audio Classification in Construction Sites
Scarpiniti, Michele; Bini, Edoardo; Ferraro, Marco; Giannetti, Alessandro; Comminiello, Danilo; Lee, Yong-Cheol; Uncini, Aurelio - 02a Capitolo o Articolo
book: Smart Innovation, Systems and Technologies - (978-981-99-3591-8; 978-981-99-3592-5)

11573/1692643 - 2023 - A U-Net Based Architecture for Automatic Music Transcription
Scarpiniti, Michele; Sigismondi, Edoardo; Comminiello, Danilo; Uncini, Aurelio - 04b Atto di convegno in volume
conference: 2023 IEEE 33rd International Workshop on Machine Learning for Signal Processing (MLSP 2023) (Rome; Italy)
book: 2023 IEEE 33rd International Workshop on Machine Learning for Signal Processing (MLSP) - (979-8-3503-2411-2)

11573/1693480 - 2023 - StawGAN: Structural-Aware Generative Adversarial Networks for Infrared Image Translation
Sigillo, L.; Grassucci, E.; Comminiello, D. - 04b Atto di convegno in volume
conference: 56th IEEE International Symposium on Circuits and Systems, ISCAS 2023 (Monterey, USA)
book: Proceedings - IEEE International Symposium on Circuits and Systems - (978-1-6654-5109-3)

11573/1693467 - 2023 - Sailing the SeaFormer. A transformer-based model for vessel route forecasting
Sigillo, L.; Marzilli, A.; Moretti, D.; Grassucci, E.; Greco, C.; Comminiello, D. - 04b Atto di convegno in volume
conference: 33rd IEEE International Workshop on Machine Learning for Signal Processing, MLSP 2023 (Rome; Italy)
book: IEEE International Workshop on Machine Learning for Signal Processing, MLSP - (979-8-3503-2411-2)

11573/1693475 - 2023 - Dual quaternion rotational and translational equivariance in 3D rigid motion modelling
Vieira, G.; Grassucci, E.; Valle, M. E.; Comminiello, D. - 04b Atto di convegno in volume
conference: 33rd IEEE International Workshop on Machine Learning for Signal Processing, MLSP 2023 (Rome; Italy)
book: IEEE International Workshop on Machine Learning for Signal Processing, MLSP - (979-8-3503-2411-2)

11573/1634356 - 2022 - Efficient Sound Event Localization and Detection in the Quaternion Domain
Brignone, Christian; Mancini, Gioia; Grassucci, Eleonora; Uncini, Aurelio; Comminiello, Danilo - 01a Articolo in rivista
paper: IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS. II, EXPRESS BRIEFS (Piscataway, NJ : Institute of Electrical and Electronics Engineers, c2004-) pp. 2453-2457 - issn: 1549-7747 - wos: WOS:000790814000017 (8) - scopus: 2-s2.0-85126716404 (12)

11573/1610924 - 2022 - Quaternion generative adversarial networks
Grassucci, Eleonora; Cicero, Edoardo; Comminiello, Danilo - 02a Capitolo o Articolo
book: Generative Adversarial Learning: Architectures and Applications - (978-3-030-91389-2; 978-3-030-91390-8)

11573/1669173 - 2022 - Hypercomplex image- to- image translation
Grassucci, Eleonora; Sigillo, Luigi; Uncini, Aurelio; Comminiello, Danilo - 04b Atto di convegno in volume
conference: 2022 International Joint Conference on Neural Networks, IJCNN 2022 (Padua; Italy)
book: Proceedings of the International Joint Conference on Neural Networks - (978-1-7281-8671-9)

11573/1665641 - 2022 - PHNNs: Lightweight Neural Networks via Parameterized Hypercomplex Convolutions
Grassucci, Eleonora; Zhang, Aston; Comminiello, Danilo - 01a Articolo in rivista
paper: IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS (Piscataway, NJ : Institute of Electrical and Electronics Engineeers) pp. 1-13 - issn: 2162-237X - wos: WOS:000899972600001 (14) - scopus: 2-s2.0-85144770762 (17)

11573/1669170 - 2022 - L3DAS22 Challenge: Learning 3D Audio Sources in a Real Office Environment
Guizzo, E.; Marinoni, C.; Pennese, M.; Ren, X.; Zheng, X.; Zhang, C.; Masiero, B.; Uncini, A.; Comminiello, D. - 04b Atto di convegno in volume
conference: 47th IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2022 (Marina Bay Sands Expo and Convention Center, Singapore)
book: ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings - (978-1-6654-0540-9)

11573/1658246 - 2022 - CoVal-SGAN: A Complex-Valued Spectral GAN architecture for the effective audio data augmentation in construction sites
Scarpiniti, M.; Mauri, C.; Comminiello, D.; Uncini, A.; Lee, Y. -C. - 04b Atto di convegno in volume
conference: 2022 International Joint Conference on Neural Networks (IJCNN 2022) (Padua, Italy)
book: Proceedings of 2022 International Joint Conference on Neural Networks (IJCNN) - (978-1-7281-8671-9)

11573/1476975 - 2021 - A multimodal deep network for the reconstruction of T2W MR images
Falvo, A.; Comminiello, D.; Scardapane, S.; Scarpiniti, M.; Uncini, A. - 02a Capitolo o Articolo
book: Progresses in Artificial Intelligence and Neural Systems - (978-981-15-5092-8; 978-981-15-5093-5)

11573/1482338 - 2021 - A wide multimodal dense U-net for fast magnetic resonance imaging
Falvo, A.; Comminiello, D.; Scardapane, S.; Scarpiniti, M.; Uncini, A. - 04b Atto di convegno in volume
conference: 28th European Signal Processing Conference, EUSIPCO 2020 (Amsterdam)
book: European Signal Processing Conference - (978-9-0827-9705-3)

11573/1606209 - 2021 - A quaternion-valued variational autoencoder
Grassucci, E.; Comminiello, D.; Uncini, A. - 04b Atto di convegno in volume
conference: 2021 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2021 (Toronto; Canada)
book: ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings - (978-1-7281-7605-5)

11573/1606334 - 2021 - An information-theoretic perspective on proper quaternion variational autoencoders
Grassucci, E.; Comminiello, D.; Uncini, A. - 01a Articolo in rivista
paper: ENTROPY (Basel : MDPI, 1999-) pp. 1-17 - issn: 1099-4300 - wos: WOS:000676553300001 (9) - scopus: 2-s2.0-85110766164 (12)

11573/1547542 - 2021 - Flexible generative adversarial networks with non-parametric activation functions
Grassucci, E.; Scardapane, S.; Comminiello, D.; Uncini, A. - 02a Capitolo o Articolo
book: Smart Innovation, Systems and Technologies - (978-981-15-5092-8; 978-981-15-5093-5)

11573/1606332 - 2021 - L3DAS21 challenge: machine learning for 3D audio signal processing
Guizzo, Eric; Gramaccioni Riccardo, Fosco; Jamili, Saeid; Marinoni, Christian; Massaro, Edoardo; Medaglia, Claudia; Nachira, Giuseppe; Nucciarelli, Leonardo; Paglialunga, Ludovica; Pennese, Marco; Pepe, Sveva; Rocchi, Enrico; Uncini, Aurelio; Comminiello, Danilo - 04b Atto di convegno in volume
conference: 31st IEEE International Workshop on Machine Learning for Signal Processing, MLSP 2021 (Gold Coast; Australia)
book: IEEE International Workshop on Machine Learning for Signal Processing, MLSP - (978-1-7281-6338-3)

11573/1476991 - 2021 - Quaternion widely linear forecasting of air quality
Scarpiniti, M.; Comminiello, D.; Muciaccia, F.; Uncini, A. - 02a Capitolo o Articolo
book: Progresses in Artificial Intelligence and Neural Systems - (978-981-15-5092-8; 978-981-15-5093-5)

11573/1482332 - 2021 - Deep recurrent neural networks for audio classification in construction sites
Scarpiniti, M.; Comminiello, D.; Uncini, A.; Lee, Y. -C. - 04b Atto di convegno in volume
conference: 28th European Signal Processing Conference, EUSIPCO 2020 (Amsterdam)
book: European Signal Processing Conference - (978-9-0827-9705-3)

11573/1547550 - 2020 - Quaternion neural networks for 3D sound source localization in reverberant environments
Celsi, M. R.; Scardapane, S.; Comminiello, D. - 04b Atto di convegno in volume
conference: 30th IEEE International Workshop on Machine Learning for Signal Processing, MLSP 2020 (Espoo, Finland)
book: IEEE International Workshop on Machine Learning for Signal Processing, MLSP - (978-1-7281-6662-9)

11573/1435416 - 2020 - Differentiable branching in deep networks for fast inference
Scardapane, S.; Comminiello, D.; Scarpiniti, M.; Baccarelli, E.; Uncini, A. - 04b Atto di convegno in volume
conference: 2020 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2020 (Barcelona, Spain)
book: ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings - (978-1-5090-6631-5)

11573/1351329 - 2020 - Music genre classification using stacked auto-encoders
Scarpiniti, M.; Scardapane, S.; Comminiello, D.; Uncini, A. - 02a Capitolo o Articolo
book: Smart Innovation, Systems and Technologies - (978-981-13-8949-8; 978-981-13-8950-4)

11573/1503651 - 2020 - Compressing deep-quaternion neural networks with targeted regularisation
Vecchi, R.; Scardapane, S.; Comminiello, D.; Uncini, A. - 01a Articolo in rivista
paper: CAAI TRANSACTIONS ON INTELLIGENCE TECHNOLOGY ([Stevenage]: IET) pp. 172-176 - issn: 2468-6557 - wos: WOS:000597168000005 (10) - scopus: 2-s2.0-85091752138 (15)

11573/1335709 - 2019 - Quaternion convolutional neural networks for detection and localization of 3D sound events
Comminiello, D; Lella, M; Scardapane, S; Uncini, A - 04b Atto di convegno in volume
conference: IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (Brighton; United Kingdom)
book: Proceedings 2019 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) - (978-147998131-1)

11573/1241843 - 2019 - Steady-state performance of an adaptive combined MISO filter using the multichannel affine projection algorithm
Comminiello, Danilo; Scarpiniti, Michele; Azpicueta-Ruiz, Luis A.; Uncini, Aurelio - 01a Articolo in rivista
paper: ALGORITHMS (Molecular Diversity Preservation Int. (Basel, Switzerland)) pp. 1-20 - issn: 1999-4893 - wos: WOS:000459725100002 (2) - scopus: 2-s2.0-85060478122 (2)

11573/1296853 - 2019 - Frequency-domain adaptive filtering: from real to hypercomplex signal processing
Comminiello, Danilo; Scarpiniti, Michele; Parisi, Raffaele; Uncini, Aurelio - 04b Atto di convegno in volume
conference: 2019 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP 2019) (Brighton; United Kingdom)
book: 2019 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP 2019) - (978-1-4799-8131-1)

11573/1241933 - 2019 - A low-complexity linear-in-the-parameters nonlinear filter for distorted speech signals
Comminiello, Danilo; Scarpiniti, Michele; Scardapane, Simone; Parisi, Raffaele; Uncini, Aurelio - 02a Capitolo o Articolo
book: Smart Innovation, Systems and Technologies - (978-3-319-95097-6; 978-3-319-95098-3)

11573/1354459 - 2019 - A multimodal dense U-Net for accelerating multiple sclerosis MRI
Falvo, A.; Comminiello, D.; Scardapane, S.; Scarpiniti, M.; Uncini, A. - 04b Atto di convegno in volume
conference: 29th IEEE International Workshop on Machine Learning for Signal Processing, MLSP 2019 (Pittsburgh, PA, USA)
book: IEEE International Workshop on Machine Learning for Signal Processing, MLSP - (978-1-7281-0824-7)

11573/1241928 - 2019 - On 4-dimensional hypercomplex algebras in adaptive signal processing
Ortolani, Francesca; Comminiello, Danilo; Scarpiniti, Michele; Uncini, Aurelio - 02a Capitolo o Articolo
book: Smart Innovation, Systems and Technologies - (978-3-319-95097-6; 978-3-319-95098-3)

11573/1393229 - 2019 - Advances in complex systems and their applications to cybersecurity
Sanchez Lasheras, F.; Comminiello, D.; Krzemien, A. - 01a Articolo in rivista
paper: COMPLEXITY (New York, N.Y. : Wiley & Sons, 1995-) pp. 1-2 - issn: 1076-2787 - wos: WOS:000471901400001 (1) - scopus: 2-s2.0-85067833222 (1)

11573/1335704 - 2019 - Widely linear kernels for complex-valued Kernel activation functions
Scardapane, S; Van Vaerenbergh, S; Comminiello, D; Uncini, A - 04b Atto di convegno in volume
conference: IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (Brighton; UK)
book: Proceedings 2019 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) - (978-147998131-1)

11573/1241930 - 2019 - Learning activation functions from data using cubic spline interpolation
Scardapane, Simone; Scarpiniti, Michele; Comminiello, Danilo; Uncini, Aurelio - 02a Capitolo o Articolo
book: Smart Innovation, Systems and Technologies - (978-3-319-95097-6; 978-3-319-95098-3)

11573/1335444 - 2019 - Convex combination of spline adaptive filters
Scarpiniti, Michele; Comminiello, Danilo; Uncini, Aurelio - 04b Atto di convegno in volume
conference: 27th European Signal Processing Conference (EUSIPCO 2019) (A Coruna, Spain)
book: Proceedings of the 27th European Signal Processing Conference (EUSIPCO2019) - (978-9-0827-9703-9)

11573/1241924 - 2019 - Separation of drum and bass from monaural tracks
Scarpiniti, Michele; Scardapane, Simone; Comminiello, Danilo; Parisi, Raffaele; Uncini, Aurelio - 02a Capitolo o Articolo
book: Smart Innovation, Systems and Technologies - (978-3-319-95097-6; 978-3-319-95098-3)

11573/1393201 - 2018 - Preface
Comminiello, D.; Principe, J. C. - 02c Prefazione/Postfazione
book: Adaptive Learning Methods for Nonlinear System Modeling - (9780128129760)

11573/1393204 - 2018 - Introduction
Comminiello, D.; Principe, J. C. - 02a Capitolo o Articolo
book: Adaptive Learning Methods for Nonlinear System Modeling - (9780128129760)

11573/1393207 - 2018 - Adaptive learning methods for nonlinear system modeling
Comminiello, D.; Principe, J. C. - 03a Saggio, Trattato Scientifico

11573/1296850 - 2018 - Sparse functional link adaptive filter using an ℓ1-norm regularization
Comminiello, D.; Scarpiniti, M.; Scardapane, S.; Uncini, A. - 04b Atto di convegno in volume
conference: 2018 IEEE International Symposium on Circuits and Systems, ISCAS 2018 (Florence, Italy)
book: Proceedings - IEEE International Symposium on Circuits and Systems - (978-1-5386-4881-0)

11573/1219753 - 2018 - Combined sparse regularization for nonlinear adaptive filters
Comminiello, D; Scarpiniti, M; Scardapane, S; Azpicueta-Ruiz, La; Uncini, A - 04b Atto di convegno in volume
conference: 26th European Signal Processing Conference (Rome; Italy)
book: Proceedings of the 26th European Signal Processing Conference (EUSIPCO) - (978-908279701-5)

11573/1335713 - 2018 - Recurrent neural networks with flexible gates using kernel activation functions
Scardapane, S; Van Vaerenbergh, S; Comminiello, D; Totaro, S; Uncini, A - 04b Atto di convegno in volume
conference: IEEE International Workshop on Machine Learning for Signal Processing (Aalborg, Denmark)
book: Proceedings 28th IEEE International Workshop on Machine Learning for Signal Processing - ()

11573/1335711 - 2018 - Improving graph convolutional networks with non-parametric activation functions
Scardapane, S; Van Vaerenbergh, S; Comminiello, D; Uncini, A - 04b Atto di convegno in volume
conference: European Signal Processing Conference (Rome, Italy)
book: Proceedings 26th European Signal Processing Conference - (978-908279701-5)

11573/1296931 - 2018 - Spline adaptive filters: Theory and applications
Scarpiniti, Michele; Comminiello, Danilo; Parisi, Raffaele; Uncini, Aurelio - 02a Capitolo o Articolo
book: Adaptive Learning Methods for Nonlinear System Modeling - (9780128129760)

11573/1100274 - 2017 - Introducing complex functional link polynomial filters
Carini, A; Comminiello, D - 04b Atto di convegno in volume
conference: IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP 2017) (New Orleans, LA)
book: Proceedings of the IEEE International Conference on Acoustics, Speech and Signal Processing - (978-150904117-6)

11573/946722 - 2017 - Combined nonlinear filtering architectures involving sparse functional link adaptive filters
Comminiello, Danilo; Scarpiniti, Michele; Azpicueta Ruiz, Luis A.; Arenas García, Jerònimo; Uncini, Aurelio - 01a Articolo in rivista
paper: SIGNAL PROCESSING (Elsevier BV:PO Box 211, 1000 AE Amsterdam Netherlands:011 31 20 4853757, 011 31 20 4853642, 011 31 20 4853641, EMAIL: nlinfo-f@elsevier.nl, INTERNET: http://www.elsevier.nl, Fax: 011 31 20 4853598) pp. 168-178 - issn: 0165-1684 - wos: WOS:000395609800017 (18) - scopus: 2-s2.0-85009911211 (24)

11573/1071501 - 2017 - Full proportionate functional link adaptive filters for nonlinear acoustic echo cancellation
Comminiello, Danilo; Scarpiniti, Michele; Azpicueta-Ruiz, Luis A.; Arenas-García, Jerónimo; Uncini, Aurelio - 04b Atto di convegno in volume
conference: 25th European Signal Processing Conference (EUSIPCO 2017) (Kos; Greece)
book: Proceedings of 25th European Signal Processing Conference (EUSIPCO 2017) - ()

11573/946740 - 2017 - Frequency domain quaternion adaptive filters: Algorithms and convergence performance
Ortolani, Francesca; Comminiello, Danilo; Scarpiniti, Michele; Uncini, Aurelio - 01a Articolo in rivista
paper: SIGNAL PROCESSING (Elsevier BV:PO Box 211, 1000 AE Amsterdam Netherlands:011 31 20 4853757, 011 31 20 4853642, 011 31 20 4853641, EMAIL: nlinfo-f@elsevier.nl, INTERNET: http://www.elsevier.nl, Fax: 011 31 20 4853598) pp. 69-80 - issn: 0165-1684 - wos: WOS:000398878200008 (28) - scopus: 2-s2.0-85028261219 (32)

11573/1016711 - 2017 - On the influence of microphone array geometry on the behavior of hypercomplex adaptive filters
Ortolani, Francesca; Scarpiniti, Michele; Comminiello, Danilo; Uncini, Aurelio - 04b Atto di convegno in volume
conference: Microwaves, Radar and Remote Sensing Symposium (MRRS) (Kyiv; Ukraine)
book: Proc. Microwaves, Radar and Remote Sensing Symposium (MRRS) - (978-1-5090-5391-9)

11573/1016725 - 2017 - Advances in hypercomplex adaptive filtering for 3D audio processing
Ortolani, Francesca; Scarpiniti, Michele; Comminiello, Danilo; Uncini, Aurelio - 04b Atto di convegno in volume
conference: 2017 IEEE First Ukraine Conference on Electrical and Computer Engineering (UKRCON) (Kyiv; Ukraine)
book: Proc. 2017 IEEE First Ukraine Conference on Electrical and Computer Engineering (UKRCON) - (978-1-5090-3006-4)

11573/1039492 - 2017 - Apprendimento distribuito in scenari single-task e multi-task
Scardapane, S.; Comminiello, D.; Scarpiniti, M.; Panella, M.; Uncini, A. - 04d Abstract in atti di convegno
conference: XXXIII Riunione Annuale dei Ricercatori di Elettrotecnica (Milano, Italia)
book: Memorie ET2017 - ()

11573/947999 - 2017 - Group sparse regularization for deep neural networks
Scardapane, Simone; Comminiello, Danilo; Hussain, Amir; Uncini, Aurelio - 01a Articolo in rivista
paper: NEUROCOMPUTING (Elsevier BV:PO Box 211, 1000 AE Amsterdam Netherlands:011 31 20 4853757, 011 31 20 4853642, 011 31 20 4853641, EMAIL: nlinfo-f@elsevier.nl, INTERNET: http://www.elsevier.nl, Fax: 011 31 20 4853598) pp. 81-89 - issn: 0925-2312 - wos: WOS:000398752700008 (263) - scopus: 2-s2.0-85013055161 (345)

11573/1006195 - 2017 - Effective blind source separation based on the adam algorithm
Scarpiniti, Michele; Scardapane, Simone; Comminiello, Danilo; Parisi, Raffaele; Uncini, Aurelio - 02a Capitolo o Articolo
book: Multidisciplinary approaches to neural computing - (978-3-319-56903-1)

11573/899408 - 2016 - A block-based combined scheme exploiting sparsity in nonlinear acoustic echo cancellation
Comminiello, Danilo; Scarpiniti, Michele; Azpicueta Ruiz, L. A.; Arenas García, J.; Uncini, Aurelio - 04b Atto di convegno in volume
conference: 26th IEEE International Workshop on Machine Learning for Signal Processing (Vietri sul Mare, SA, Italy)
book: Proc. of the 26th IEEE International Workshop on Machine Learning for Signal Processing - ()

11573/854633 - 2016 - A nonlinear acoustic echo canceller with improved tracking capabilities
Comminiello, Danilo; Scarpiniti, Michele; Scardapane, Simone; Parisi, Raffaele; Uncini, Aurelio - 02a Capitolo o Articolo
book: Recent Advances in Nonlinear Speech Processing - (978-3-319-28107-0)

11573/875918 - 2016 - Frequency-domain adaptive filtering in hypercomplex systems
Ortolani, Francesca; Comminiello, Danilo; Scarpiniti, Michele; Uncini, Aurelio - 02a Capitolo o Articolo
book: Advances in Neural Networks - Computational Intelligence for ICT - (978-3-319-33746-3)

11573/947998 - 2016 - The widely linear block quaternion least mean square algorithm for fast computation in 3D audio systems
Ortolani, Francesca; Comminiello, Danilo; Uncini, Aurelio - 04b Atto di convegno in volume
conference: 26th IEEE International Workshop on Machine Learning for Signal Processing, MLSP 2016 (Vietri sul mare; Italy)
book: 2016 IEEE 26th International Workshop on Machine Learning for Signal Processing (MLSP) - (9781509007462)

11573/896070 - 2016 - Design of hybrid nonlinear spline adaptive filters for active noise control
Patel, Vinal; Comminiello, Danilo; Scarpiniti, Michele; George, Nithin V.; Uncini, Aurelio - 04b Atto di convegno in volume
conference: International Joint Conference on Neural Networks (Vancouver, Canada)
book: Proceedings of the 2016 International Joint Conference on Neural Networks - ()

11573/875919 - 2016 - Benchmarking functional link expansions for audio classification tasks
Scardapane, Simone; Comminiello, Danilo; Scarpiniti, Michele; Parisi, Raffaele; Uncini, Aurelio - 02a Capitolo o Articolo
book: Advances in Neural Networks - Computational Intelligence for ICT - (978-3-319-33746-3)

11573/789457 - 2016 - A semi-supervised random vector functional-link network based on the transductive framework
Scardapane, Simone; Comminiello, Danilo; Scarpiniti, Michele; Uncini, Aurelio - 01a Articolo in rivista
paper: INFORMATION SCIENCES (Amsterdam; Boston: Elsevier 1968-) pp. 156-166 - issn: 0020-0255 - wos: WOS:000378969400011 (36) - scopus: 2-s2.0-84940827101 (41)

11573/902818 - 2016 - Distributed reservoir computing with sparse readouts
Scardapane, Simone; Panella, Massimo; Comminiello, Danilo; Hussain, Amir; Uncini, Aurelio - 01a Articolo in rivista
paper: IEEE COMPUTATIONAL INTELLIGENCE MAGAZINE (New York : Institute of Electrical and Electronics Engineers, c2006-) pp. 59-70 - issn: 1556-603X - wos: WOS:000386226900006 (14) - scopus: 2-s2.0-84992151870 (15)

11573/914948 - 2016 - Diffusion spline adaptive filtering
Scardapane, Simone; Scarpiniti, Michele; Comminiello, Danilo; Uncini, Aurelio - 04b Atto di convegno in volume
conference: 24th European Signal Processing Conference (EUSIPCO) (Budapest, Hungary)
book: Proc. of the 24th European Signal Processing Conference (EUSIPCO) - ()

11573/847290 - 2016 - Steady-state performance of spline adaptive filter
Scarpiniti, Michele; Comminiello, Danilo; Scarano, Gaetano; Parisi, Raffaele; Uncini, Aurelio - 01a Articolo in rivista
paper: IEEE TRANSACTIONS ON SIGNAL PROCESSING (IEEE / Institute of Electrical and Electronics Engineers Incorporated:445 Hoes Lane:Piscataway, NJ 08854:(800)701-4333, (732)981-0060, EMAIL: subscription-service@ieee.org, INTERNET: http://www.ieee.org, Fax: (732)981-9667) pp. 816-828 - issn: 1053-587X - wos: WOS:000369438500001 (45) - scopus: 2-s2.0-84962016876 (55)

11573/948051 - 2016 - A split kernel adaptive filtering architecture for nonlinear acoustic echo cancellation
Van Vaerenbergh, Steven; Azpicueta Ruiz, Luis A.; Comminiello, Danilo - 04b Atto di convegno in volume
conference: 24th European Signal Processing Conference, EUSIPCO 2016 (Budapest; Hungary)
book: European Signal Processing Conference 2016 - (9780992862657)

11573/787498 - 2015 - Intelligent acoustic interfaces with multisensor acquisition for immersive reproduction
Comminiello, Danilo; Cecchi, S.; Scarpiniti, Michele; Gasparini, M.; Romoli, L.; Piazza, F.; Uncini, Aurelio - 01a Articolo in rivista
paper: IEEE TRANSACTIONS ON MULTIMEDIA (Institute of Electrical and Electronics Engineers, Inc., Piscataway, NJ) pp. 1262-1272 - issn: 1520-9210 - wos: WOS:000358233000012 (10) - scopus: 2-s2.0-84937231143 (10)

11573/785979 - 2015 - Improving nonlinear modeling capabilities of functional link adaptive filters
Comminiello, Danilo; Scardapane, Simone; Scarpiniti, Michele; Parisi, Raffaele; Uncini, Aurelio - 01a Articolo in rivista
paper: NEURAL NETWORKS (Elsevier Science Limited:Oxford Fulfillment Center, PO Box 800, Kidlington Oxford OX5 1DX United Kingdom:011 44 1865 843000, 011 44 1865 843699, EMAIL: asianfo@elsevier.com, tcb@elsevier.co.UK, INTERNET: http://www.elsevier.com, http://www.elsevier.com/locate/shpsa/, Fax: 011 44 1865 843010) pp. 51-59 - issn: 0893-6080 - wos: WOS:000358969900006 (23) - scopus: 2-s2.0-84931268878 (26)

11573/785981 - 2015 - Online selection of functional links for nonlinear system identification
Comminiello, Danilo; Scardapane, Simone; Scarpiniti, Michele; Parisi, Raffaele; Uncini, Aurelio - 02a Capitolo o Articolo
book: Advances in Neural Networks: Computational and Theoretical Issues - (978-3-319-18163-9)

11573/797358 - 2015 - Functional Link Expansions for Nonlinear Modeling of Audio and Speech Signals
Comminiello, Danilo; Scardapane, Simone; Scarpiniti, Michele; Parisi, Raffaele; Uncini, Aurelio - 04b Atto di convegno in volume
conference: 2015 International Joint Conference on Neural Networks (Killarney, Ireland)
book: Proc. of 2015 International Joint Conference on Neural Networks (IJCNN2015) - ()

11573/948000 - 2015 - A nonlinear architecture involving a combination of proportionate functional link adaptive filters
Comminiello, Danilo; Scarpiniti, Michele; Azpicueta Ruiz, Luis A.; Arenas Garcia, Jeronimo; Uncini, Aurelio - 04b Atto di convegno in volume
conference: 23rd European Signal Processing Conference, EUSIPCO 2015 (Nice; France)
book: 2015 23rd European Signal Processing Conference, EUSIPCO 2015 - (9780992862633)

11573/785982 - 2015 - Integration of audio and video clues for source localization by a robotic head
Parisi, Raffaele; Comminiello, Danilo; Scarpiniti, Michele; Uncini, Aurelio - 02a Capitolo o Articolo
book: Advances in Neural Networks: Computational and Theoretical Issues - (978-3-319-18163-9)

11573/797364 - 2015 - An interactive optimization procedure for stereophonic acoustic echo cancellation systems
Romoli, L.; Cecchi, S.; Piazza, F.; Comminiello, Danilo; Scarpiniti, Michele; Uncini, Aurelio - 04b Atto di convegno in volume
conference: 2015 International Joint Conference on Neural Networks (Killarney, Ireland)
book: Proc. of 2015 International Joint Conference on Neural Networks (IJCNN2015) - ()

11573/670014 - 2015 - Online sequential extreme learning machine with kernels
Scardapane, Simone; Comminiello, Danilo; Scarpiniti, Michele; Uncini, Aurelio - 01a Articolo in rivista
paper: IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS (Piscataway, NJ : Institute of Electrical and Electronics Engineeers) pp. 2214-2220 - issn: 2162-237X - wos: WOS:000360437300032 (114) - scopus: 2-s2.0-84939797937 (149)

11573/785980 - 2015 - Significance-based pruning for reservoir’s neurons in echo state networks
Scardapane, Simone; Comminiello, Danilo; Scarpiniti, Michele; Uncini, Aurelio - 02a Capitolo o Articolo
book: Advances in Neural Networks: Computational and Theoretical Issues - (978-3-319-18163-9)

11573/903250 - 2015 - Learning from distributed data sources using random vector functional-link networks
Scardapane, Simone; Panella, Massimo; Comminiello, Danilo; Uncini, Aurelio - 04c Atto di convegno in rivista
paper: PROCEDIA COMPUTER SCIENCE (Amsterdam : Elsevier) pp. 468-477 - issn: 1877-0509 - wos: WOS:000360311000053 (9) - scopus: 2-s2.0-84939140166 (10)
conference: INNS Conference on Big Data 2015 (San Francisco, CA, U.S.A.)
book: Procedia Computer Science - ()

11573/601595 - 2015 - Nonlinear system identification using IIR spline adaptive filters
Scarpiniti, Michele; Comminiello, Danilo; Parisi, Raffaele; Uncini, Aurelio - 01a Articolo in rivista
paper: SIGNAL PROCESSING (Elsevier BV:PO Box 211, 1000 AE Amsterdam Netherlands:011 31 20 4853757, 011 31 20 4853642, 011 31 20 4853641, EMAIL: nlinfo-f@elsevier.nl, INTERNET: http://www.elsevier.nl, Fax: 011 31 20 4853598) pp. 30-35 - issn: 0165-1684 - wos: WOS:000346542300004 (37) - scopus: 2-s2.0-84907898577 (51)

11573/786810 - 2015 - Novel cascade spline architectures for the identification of nonlinear systems
Scarpiniti, Michele; Comminiello, Danilo; Parisi, Raffaele; Uncini, Aurelio - 01a Articolo in rivista
paper: IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS. I, REGULAR PAPERS (IEEE-INST ELECTRICAL ELECTRONICS ENGINEERS INC, 445 HOES LANE, PISCATAWAY, USA, NJ, 08855) pp. 1825-1835 - issn: 1549-8328 - wos: WOS:000356936100015 (53) - scopus: 2-s2.0-84934283556 (74)

11573/601591 - 2014 - Advanced Intelligent Acoustic Interfaces for Multichannel Audio Reproduction
Comminiello, Danilo; S., Cecchi; M., Gasparini; Scarpiniti, Michele; Uncini, Aurelio; F., Piazza - 04b Atto di convegno in volume
conference: International Joint Conference on Neural Networks (Beijing; China)
book: Proceedings of the 2014 International Joint Conference on Neural Networks (IJCNN2014) - (9781479914845)

11573/568121 - 2014 - Nonlinear Acoustic Echo Cancellation Based on Sparse Functional Link Representations
Comminiello, Danilo; Scarpiniti, Michele; Luis A., Azpicueta Ruiz; Jeronimo Arenas, Garcia; Uncini, Aurelio - 01a Articolo in rivista
paper: IEEE/ACM TRANSACTIONS ON AUDIO, SPEECH, AND LANGUAGE PROCESSING (New York, NY IEEE 2014, 2014-) pp. 1172-1183 - issn: 2329-9290 - wos: WOS:000338122000006 (54) - scopus: 2-s2.0-84911490900 (63)

11573/645098 - 2014 - Novel decorrelation approach for an advanced multichannel acoustic echo cancellation system
Laura, Romoli; Stefania, Cecchi; Comminiello, Danilo; Francesco, Piazza; Uncini, Aurelio - 04b Atto di convegno in volume
paper: EUROPEAN SIGNAL PROCESSING CONFERENCE ([S.l.] : EURASIP) pp. 651-655 - issn: 2219-5491 - wos: WOS:000393420200131 (5) - scopus: 2-s2.0-84911920861 (5)
conference: 22nd European Signal Processing Conference, EUSIPCO 2014 (Lisbon; Portugal)
book: European Signal Processing Conference - (9780992862619)

11573/536169 - 2014 - A preliminary study on Transductive Extreme Learning Machines
Scardapane, Simone; Comminiello, Danilo; Scarpiniti, Michele; Uncini, Aurelio - 02a Capitolo o Articolo
conference: 23rd Workshop of the Italian Neural Networks Society, WIRN 2013 (Vietri sul Mare, Salerno)
book: Recent Advances of Neural Network Models and Applications - (9783319041285; 9783319041292)

11573/601593 - 2014 - GP-Based Kernel Evolution for L2-Regularization Networks
Scardapane, Simone; Comminiello, Danilo; Scarpiniti, Michele; Uncini, Aurelio - 04b Atto di convegno in volume
conference: IEEE Congress on Computational Intelligence (Beijing; China)
book: Proceedings of the 2014 IEEE Congress on Computational Intelligence (IEEE CEC 2014) - (9781479914883)

11573/601592 - 2014 - An Effective Criterion for Pruning Reservoir’s Connections in Echo State Networks
Scardapane, Simone; G., Nocco; Comminiello, Danilo; Scarpiniti, Michele; Uncini, Aurelio - 04b Atto di convegno in volume
conference: International Joint Conference on Neural Networks (Beijing; China)
book: Proceedings of the 2014 International Joint Conference on Neural Networks (IJCNN2014) - (9781479914845)

11573/540175 - 2014 - Hammerstein uniform cubic spline adaptive filters: Learning and convergence properties
Scarpiniti, Michele; Comminiello, Danilo; Parisi, Raffaele; Uncini, Aurelio - 01a Articolo in rivista
paper: SIGNAL PROCESSING (Elsevier BV:PO Box 211, 1000 AE Amsterdam Netherlands:011 31 20 4853757, 011 31 20 4853642, 011 31 20 4853641, EMAIL: nlinfo-f@elsevier.nl, INTERNET: http://www.elsevier.nl, Fax: 011 31 20 4853598) pp. 112-123 - issn: 0165-1684 - wos: WOS:000334476600013 (64) - scopus: 2-s2.0-84894084533 (86)

11573/536170 - 2014 - Proportionate algorithms for Blind Source Separation
Scarpiniti, Michele; Comminiello, Danilo; Scardapane, Simone; Parisi, Raffaele; Uncini, Aurelio - 02a Capitolo o Articolo
conference: 23rd Workshop of the Italian Neural Networks Society, WIRN 2013 (Vietri sul Mare, Salerno)
book: Recent Advances of Neural Network Models and Applications - (9783319041285; 9783319041292)

11573/696475 - 2013 - A framework for adaptive real-time loudness control
Alemanno, Andrea; Scardapane, Simone; Comminiello, Danilo; Uncini, Aurelio; Travaglini, Alessandro - 04b Atto di convegno in volume
conference: 134th Audio Engineering Society Convention 2013 (Rome; Italy)
book: 134th Audio Engineering Society Convention 2013 - (978-162748571-5)

11573/645117 - 2013 - An efficient nonlinear acoustic echo canceller for low-cost audio devices
Comminiello, Danilo; Antonio, Grosso; Fabio, Cagnetti; Uncini, Aurelio - 04b Atto di convegno in volume
conference: 134th Audio Engineering Society Convention 2013 (Rome; Italy)
book: Proc. 134th Audio Engineering Society Convention 2013 - (9781627485715)

11573/536168 - 2013 - Convex combination of MIMO filters for multichannel acoustic echo cancellation
Comminiello, Danilo; Scardapane, Simone; Scarpiniti, Michele; Parisi, Raffaele; Uncini, Aurelio - 04b Atto di convegno in volume
paper: ISPA (Zagreb : Faculty of Electrical Engineering and Computing, 2001- .) pp. 778-782 - issn: 1845-5921 - wos: WOS:000349789200138 (2) - scopus: 2-s2.0-84896364953 (3)
conference: 8th International Symposium on Image and Signal Processing and Analysis, ISPA 2013 (Trieste; Italy)
book: Proceedings of the 8-th International Symposium on Image and Signal Processing and Analysis - (9789531841948)

11573/516510 - 2013 - User-driven quality enhancement for audio signal processing
Comminiello, Danilo; Scardapane, Simone; Scarpiniti, Michele; Uncini, Aurelio - 04b Atto di convegno in volume
conference: 134th Audio Engineering Society Convention 2013 (Rome; Italy)
book: 134-th AES Convention - (9781627485715)

11573/525975 - 2013 - Interactive quality enhancement in acoustic echo cancellation
Comminiello, Danilo; Scardapane, Simone; Scarpiniti, Michele; Uncini, Aurelio - 04b Atto di convegno in volume
conference: 2013 36th International Conference on Telecommunications and Signal Processing, TSP 2013 (Rome; Italy)
book: Proceedings of 36th International Conference on Telecommunications and Signal Processing - (9781479904020; 9781479904037; 9781479904044)

11573/515666 - 2013 - Functional Link Adaptive Filters for Nonlinear Acoustic Echo Cancellation
Comminiello, Danilo; Scarpiniti, Michele; Luis A., Azpicueta Ruiz; Jeronimo Arenas, Garcia; Uncini, Aurelio - 01a Articolo in rivista
paper: IEEE TRANSACTIONS ON AUDIO, SPEECH, AND LANGUAGE PROCESSING (Piscataway, N.J. : IEEE, 2006-) pp. 1502-1512 - issn: 1558-7916 - wos: WOS:000318171200001 (129) - scopus: 2-s2.0-84876803454 (168)

11573/516511 - 2013 - Intelligent acoustic interfaces for immersive audio
Comminiello, Danilo; Scarpiniti, Michele; Parisi, Raffaele; Uncini, Aurelio - 04b Atto di convegno in volume
conference: 134th Audio Engineering Society Convention 2013 (Rome; Italy)
book: 134-th AES Convention - (9781627485715)

11573/517091 - 2013 - Combined adaptive beamforming schemes for nonstationary interfering noise reduction
Comminiello, Danilo; Scarpiniti, Michele; Parisi, Raffaele; Uncini, Aurelio - 01a Articolo in rivista
paper: SIGNAL PROCESSING (Elsevier BV:PO Box 211, 1000 AE Amsterdam Netherlands:011 31 20 4853757, 011 31 20 4853642, 011 31 20 4853641, EMAIL: nlinfo-f@elsevier.nl, INTERNET: http://www.elsevier.nl, Fax: 011 31 20 4853598) pp. 3306-3318 - issn: 0165-1684 - wos: WOS:000324354900006 (20) - scopus: 2-s2.0-84885372021 (22)

11573/523595 - 2013 - Convergence properties of nonlinear functional link adaptive filters
Comminiello, Danilo; Scarpiniti, Michele; Parisi, Raffaele; Uncini, Aurelio - 01a Articolo in rivista
paper: ELECTRONICS LETTERS (Institution of Electrical Engineers:Michael Faraday House, 6 Hills Way, Stevenage Hertfordshire SG1 1AY United Kingdom:011 44 1438 313311, EMAIL: postmaster@iee.org, INTERNET: http://www.iee.org, Fax: 011 44 1438 313465) pp. 858-860 - issn: 0013-5194 - wos: WOS:000322200600014 (11) - scopus: 2-s2.0-84880373371 (13)

11573/525976 - 2013 - Combined adaptive beamforming techniques for noise reduction in changing environments
Comminiello, Danilo; Scarpiniti, Michele; Parisi, Raffaele; Uncini, Aurelio - 04b Atto di convegno in volume
conference: 2013 36th International Conference on Telecommunications and Signal Processing, TSP 2013 (Rome; Italy)
book: Proceedings of 36th International Conference on Telecommunications and Signal Processing - (9781479904020; 9781479904037; 9781479904044)

11573/508249 - 2013 - PM10 forecasting using kernel adaptive filtering: An Italian case study
Scardapane, Simone; Comminiello, Danilo; Scarpiniti, Michele; Parisi, Raffaele; Uncini, Aurelio - 02a Capitolo o Articolo
book: Neural Nets and Surroundings - (9783642354663; 9783642354670)

11573/536167 - 2013 - Music classification using extreme learning machines
Scardapane, Simone; Comminiello, Danilo; Scarpiniti, Michele; Uncini, Aurelio - 04b Atto di convegno in volume
paper: ISPA (Zagreb : Faculty of Electrical Engineering and Computing, 2001- .) pp. 377-381 - issn: 1845-5921 - wos: WOS:000349789200067 (16) - scopus: 2-s2.0-84896346767 (18)
conference: 8th International Symposium on Image and Signal Processing and Analysis, ISPA 2013 (Trieste; Italy)
book: Proceedings of the 8-th International Symposium on Image and Signal Processing and Analysis - (9789531841948)

11573/490830 - 2013 - Nonlinear spline adaptive filtering
Scarpiniti, Michele; Comminiello, Danilo; Parisi, Raffaele; Uncini, Aurelio - 01a Articolo in rivista
paper: SIGNAL PROCESSING (Elsevier BV:PO Box 211, 1000 AE Amsterdam Netherlands:011 31 20 4853757, 011 31 20 4853642, 011 31 20 4853641, EMAIL: nlinfo-f@elsevier.nl, INTERNET: http://www.elsevier.nl, Fax: 011 31 20 4853598) pp. 772-783 - issn: 0165-1684 - wos: WOS:000315316400015 (127) - scopus: 2-s2.0-84871382404 (158)

11573/508251 - 2013 - A collaborative filter approach to adaptive noise cancellation
Scarpiniti, Michele; Comminiello, Danilo; Parisi, Raffaele; Uncini, Aurelio - 02a Capitolo o Articolo
book: Neural Nets and Surroundings - (9783642354663; 9783642354670)

11573/1296955 - 2012 - Un'interfaccia acustica intelligente per comunicazioni immersive in ambienti non stazionari
Comminiello, D.; Scarpiniti, M.; Cirillo, A.; Parisi, R.; Falcone, M.; Uncini, A. - 04b Atto di convegno in volume
conference: VIII Convegno Nazionale dell'Associazione Italiana di Scienze della Voce (AISV2012) (Rome, Italy)
book: "La voce nelle applicazioni", Atti dell'VIII Convegno Nazionale AISV - Associazione Italiana di Scienze della Voce - (978-88-7870-7740)

11573/507100 - 2012 - The variable step size regularized block exact affine projection algorithm
Felix, Albu; Dinu, Coltuc; Comminiello, Danilo; Scarpiniti, Michele - 04b Atto di convegno in volume
conference: 2012 10th International Symposium on Electronics and Telecommunications, ISETC 2012 (Timisoara)
book: Proc. of 10th International Symposium on Electronics and Telecommunications (ISETC2012) - (9781467311755; 9781467311762; 9781467311779)

11573/427300 - 2011 - Functional link based architectures for nonlinear acoustic echo cancellation
Comminiello, Danilo; L. A., Azpicueta Ruiz; Scarpiniti, Michele; Uncini, Aurelio; J., Arenas Garcia - 04b Atto di convegno in volume
conference: 2011 Joint Workshop on Hands-free Speech Communication and Microphone Arrays, HSCMA'11 (Edinburgh)
book: Proceedings of Hands-free Speech Communication and Microphone Arrays (HSCMA2011) - (9781457709975; 9781457709999)

11573/1296973 - 2011 - Algoritmi per l'inversione acustica multicanale in ambienti reali
Comminiello, Danilo; Parisi, Raffaele; Scarpiniti, Michele; Uncini, Aurelio - 04b Atto di convegno in volume
conference: 38-esimo Convegno Nazionale dell'Associazione Italiana di Acustica (Rimini, Italia)
book: Atti del 38-esimo Convegno Nazionale dell'Associazione Italiana di Acustica (AIA 2011) - (978-88-88942-34-6)

11573/376236 - 2011 - Multi-layer Collaborative Microphone Array Beamforming in Presence of Nonstationary Interfering Signals
Comminiello, Danilo; Scarpiniti, Michele; Parisi, Raffaele; Cirillo, Albenzio; Falcone, M; Uncini, Aurelio - 04a Atto di comunicazione a congresso
conference: International Workshop on Machine Listening in Multisource Environments (Florence, Italy)
book: Proceedings of International Workshop on Machine Listening in Multisource Environments (Chime2011) - ()

11573/1393108 - 2011 - Un sistema a costo minimo per il miglioramento qualitativo del parlato
Comminiello, Danilo; Uncini, Aurelio; Cirillo, Albenzio; Barone, Antonino; Falcone, Mauro - 04b Atto di convegno in volume
conference: VII Convegno Nazionale AISV - Associazione Italiana di Scienze della Voce (Lecce)
book: Contesto comunicativo e variabilità nella produzione e percezione della lingua - (978-88-7870-619-4)

11573/1393120 - 2011 - Architettura collaborativa per la cancellazione d'eco non lineare
Comminiello, Danilo; Uncini, Aurelio; Cirillo, Albenzio; Barone, Antonino; Falcone, Mauro - 04b Atto di convegno in volume
conference: Atti del VII Convegno Nazionale AISV - Associazione Italiana di Scienze della Voce (Lecce, Italia)
book: Contesto comunicativo e variabilità nella produzione e percezione della lingua - (9788878706194)

11573/376094 - 2011 - Comparison of Hammerstein and Wiener systems for nonlinear acoustic echo cancelers in reverberant environments
Scarpiniti, Michele; Comminiello, Danilo; Parisi, Raffaele; Uncini, Aurelio - 04b Atto di convegno in volume
conference: 17th International Conference on Digital Signal Processing, DSP 2011 (Corfu)
book: Proceedings of 17th International Conference on Digital Signal Processing (DSP2011) - (9781457702730; 9781457702747)

11573/376228 - 2011 - A Collaborative Approach to Time-Series Prediction
Scarpiniti, Michele; Comminiello, Danilo; Parisi, Raffaele; Uncini, Aurelio - 02a Capitolo o Articolo
book: Neural Nets WIRN11 - (9781607509714)

11573/224538 - 2010 - A Functional Link Based Nonlinear Echo Canceller Exploiting Sparsity
Comminiello, Danilo; Scarpiniti, Michele; Parisi, Raffaele; Uncini, Aurelio - 04a Atto di comunicazione a congresso
conference: International Workshop on Acoustic Echo and Noise Control (Tel Aviv, Israel)
book: Proc. of International Workshop on Acoustic Echo and Noise Control (IWAENC2010) - ()

11573/361015 - 2010 - A Novel Affine Projection Algorithm for Superdirective Microphone Array Beamforming
Comminiello, Danilo; Scarpiniti, Michele; Parisi, Raffaele; Uncini, Aurelio - 04b Atto di convegno in volume
conference: International Symposium on Circuits and Systems Nano-Bio Circuit Fabrics and Systems (ISCAS 2010) (Paris, FRANCE)
book: Proc. of IEEE International Symposium on Circuits and Systems (ISCAS 2010) - (9781424453085; 9781424453092)

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