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: WOS:001256424400015 (1) - scopus: 2-s2.0-85187979009 (3)
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 (5) - scopus: 2-s2.0-85191528613 (9)
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 (10) - scopus: 2-s2.0-85172784611 (19)
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 (10) - scopus: 2-s2.0-85139391519 (10)
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 (10) - scopus: 2-s2.0-85145774706 (13)
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 (2) - scopus: 2-s2.0-85174843341 (5)
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 (18) - scopus: 2-s2.0-85149423370 (24)
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 (9) - scopus: 2-s2.0-85126716404 (13)
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)
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 (21) - scopus: 2-s2.0-85144770762 (19)
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 (12) - scopus: 2-s2.0-85110766164 (14)
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 (13) - scopus: 2-s2.0-85091752138 (16)
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)
Comminiello, D.; Principe, J. C. - 02c Prefazione/Postfazione
book: Adaptive Learning Methods for Nonlinear System Modeling - (9780128129760)
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 (21) - scopus: 2-s2.0-85009911211 (25)
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 (31) - scopus: 2-s2.0-85028261219 (35)
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 (297) - scopus: 2-s2.0-85013055161 (375)
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 (37) - 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)
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 (47) - scopus: 2-s2.0-84962016876 (56)
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 (24) - scopus: 2-s2.0-84931268878 (27)
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 (117) - scopus: 2-s2.0-84939797937 (154)
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 (41) - scopus: 2-s2.0-84907898577 (55)
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 (61) - scopus: 2-s2.0-84934283556 (82)
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 (57) - 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 (70) - scopus: 2-s2.0-84894084533 (96)
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 (147) - scopus: 2-s2.0-84876803454 (176)
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 (12) - 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 (19)
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)
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 (140) - scopus: 2-s2.0-84871382404 (177)
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)