| 2025 | IJCNN | Contextual Pooling for Multiple-Instance Learning-based Non-Intrusive Load Monitoring. | Giulia Tanoni, Emanuele Principi, Paolo Vitulli, Luigi Mandolini, Stefano Squartini |
| 2025 | ISCAS | A Deep Cascade Framework for Non-Intrusive Power Disaggregation in Solar-Powered Households. | Giulia Tanoni, Redemptor Laceda Taloma, Emanuele Principi, Danilo Comminiello, Stefano Squartini |
| 2023 | ICASSP | Improving Knowledge Distillation for Non-Intrusive Load Monitoring Through Explainability Guided Learning. | Djordje Batic, Giulia Tanoni, Lina Stankovic, Vladimir Stankovic, Emanuele Principi |
| 2020 | IJCNN | A Novel Adversarial Training Scheme for Deep Neural Network based Speech Enhancement. | Samuele Cornell, Emanuele Principi, Stefano Squartini |
| 2020 | IJCNN | Who Cried When: Infant Cry Diarization with Dilated Fully-Convolutional Neural Networks. | Marco Severini, Emanuele Principi, Samuele Cornell, Leonardo Gabrielli, Stefano Squartini |
| 2018 | IJCNN | Exploiting the Reactive Power in Deep Neural Models for Non-Intrusive Load Monitoring. | Michele Valenti, Roberto Bonfigli, Emanuele Principi, Stefano Squartini |
| 2018 | IJCNN | Snore Sounds Excitation Localization by Using Scattering Transform and Deep Neural Networks. | Fabio Vesperini, Andrea Galli, Leonardo Gabrielli, Emanuele Principi, Stefano Squartini |
| 2017 | IJCNN | Acoustic novelty detection with adversarial autoencoders. | Emanuele Principi, Fabio Vesperini, Stefano Squartini, Francesco Piazza |
| 2016 | IJCNN | An experimental study on new features for activity of daily living recognition. | Daniele Ferretti, Emanuele Principi, Stefano Squartini, Luigi Mandolini |
| 2016 | IJCNN | Deep neural networks for Multi-Room Voice Activity Detection: Advancements and comparative evaluation. | Fabio Vesperini, Paolo Vecchiotti, Emanuele Principi, Stefano Squartini, Francesco Piazza |
| 2015 | IJCNN | A Deep Neural Network approach for Voice Activity Detection in multi-room domestic scenarios. | Giacomo Ferroni, Roberto Bonfigli, Emanuele Principi, Stefano Squartini, Francesco Piazza |
| 2014 | IJCNN | Power Normalized Cepstral Coefficients based supervectors and i-vectors for small vocabulary speech recognition. | Emanuele Principi, Stefano Squartini, Francesco Piazza |
| 2013 | Interspeech | A distributed system for recognizing home automation commands and distress calls in the Italian language. | Emanuele Principi, Stefano Squartini, Francesco Piazza, Danilo Fuselli, Maurizio Bonifazi |
| 2012 | ISNN | Dominance Detection in a Reverberated Acoustic Scenario. | Emanuele Principi, Rudy Rotili, Martin Wllmer, Stefano Squartini, Bjrn W. Schuller |
| 2011 | ISNN | Real-Time Joint Blind Speech Separation and Dereverberation in Presence of Overlapping Speakers. | Rudy Rotili, Emanuele Principi, Stefano Squartini, Francesco Piazza |
| 2010 | ISCAS | Robust speech recognition using feature-domain multi-channel bayesian estimators. | Emanuele Principi, Rudy Rotili, Simone Cifani, Lorenzo Marinelli, Stefano Squartini, Francesco Piazza |
| 2005 | ISCAS | An ICA based approach for blind deconvolution of three-dimensional signals. | Emanuele Principi, Stefano Squartini, Francesco Piazza |