| 2026 | LREC | Phonetic-based Ranking for Improved Pseudo-Labeling in Low-Resource ASR. | Marco Matassoni, Roberto Gretter, Falavigna Daniele, Mohamed Nabih Ali, Alessio Brutti, Matteo Negri, Mauro Cettolo, Marco Gaido, Sara Papi, Luisa Bentivogli |
| 2025 | ICASSP | EFL-PEFT: A communication Efficient Federated Learning framework using PEFT sparsification for ASR. | Mohamed Nabih Ali, Daniele Falavigna, Alessio Brutti |
| 2025 | ICASSP | Large Language Models are Strong Audio-Visual Speech Recognition Learners. | Umberto Cappellazzo, Minsu Kim, Honglie Chen, Pingchuan Ma, Stavros Petridis, Daniele Falavigna, Alessio Brutti, Maja Pantic |
| 2025 | Interspeech | Scaling and Enhancing LLM-based AVSR: A Sparse Mixture of Projectors Approach. | Umberto Cappellazzo, Minsu Kim, Stavros Petridis, Daniele Falavigna, Alessio Brutti |
| 2025 | Interspeech | Speech LLMs in Low-Resource Scenarios: Data Volume Requirements and the Impact of Pretraining on High-Resource Languages. | Seraphina Fong, Marco Matassoni, Alessio Brutti |
| 2025 | Interspeech | An Effective Training Framework for Light-Weight Automatic Speech Recognition Models. | Abdul Hannan, Alessio Brutti, Shah Nawaz, Mubashir Noman |
| 2025 | Interspeech | Granary: Speech Recognition and Translation Dataset in 25 European Languages. | Nithin Rao Koluguri, Monica Sekoyan, George Zelenfroynd, Sasha Meister, Shuoyang Ding, Sofia Kostandian, He Huang, Nikolay Karpov, Jagadeesh Balam, Vitaly Lavrukhin, Yifan Peng, Sara Papi, Marco Gaido, Alessio Brutti, Boris Ginsburg |
| 2025 | Interspeech | Automatic detection of speech sound disorders in German-speaking children: augmenting the data with typically developed speech. | Darline Monika Marx, Marco Matassoni, Alessio Brutti |
| 2024 | ACL | Continual Contrastive Spoken Language Understanding. | Umberto Cappellazzo, Enrico Fini, Muqiao Yang, Daniele Falavigna, Alessio Brutti, Bhiksha Raj |
| 2024 | EMNLP | MOSEL: 950, 000 Hours of Speech Data for Open-Source Speech Foundation Model Training on EU Languages. | Marco Gaido, Sara Papi, Luisa Bentivogli, Alessio Brutti, Mauro Cettolo, Roberto Gretter, Marco Matassoni, Mohamed Nabih Ali, Matteo Negri |
| 2024 | ICASSP | Training Early-Exit Architectures for Automatic Speech Recognition: Fine-Tuning Pre-Trained Models or Training from Scratch. | George August Wright, Umberto Cappellazzo, Salah Zaiem, Desh Raj, Lucas Ondel Yang, Daniele Falavigna, Mohamed Nabih Ali, Alessio Brutti |
| 2024 | Interspeech | Efficient Fine-tuning of Audio Spectrogram Transformers via Soft Mixture of Adapters. | Umberto Cappellazzo, Daniele Falavigna, Alessio Brutti |
| 2023 | Interspeech | An Investigation of the Combination of Rehearsal and Knowledge Distillation in Continual Learning for Spoken Language Understanding. | Umberto Cappellazzo, Daniele Falavigna, Alessio Brutti |
| 2023 | Interspeech | Sequence-Level Knowledge Distillation for Class-Incremental End-to-End Spoken Language Understanding. | Umberto Cappellazzo, Muqiao Yang, Daniele Falavigna, Alessio Brutti |
| 2022 | ICASSP | End-to-End Low Resource Keyword Spotting Through Character Recognition and Beam-Search Re-Scoring. | Ephrem Tibebe Mekonnen, Alessio Brutti, Daniele Falavigna |
| 2022 | ICASSP | Scalable Neural Architectures for End-to-End Environmental Sound Classification. | Francesco Paissan, Alberto Ancilotto, Alessio Brutti, Elisabetta Farella |
| 2022 | ICASSP | Is Cross-Attention Preferable to Self-Attention for Multi-Modal Emotion Recognition? | Vandana Rajan, Alessio Brutti, Andrea Cavallaro |
| 2022 | Interspeech | Enhancing Embeddings for Speech Classification in Noisy Conditions. | Mohamed Nabih Ali, Alessio Brutti, Daniele Falavigna |
| 2021 | ICASSP | Robust Latent Representations Via Cross-Modal Translation and Alignment. | Vandana Rajan, Alessio Brutti, Andrea Cavallaro |
| 2021 | Interspeech | Learning to Rank Microphones for Distant Speech Recognition. | Samuele Cornell, Alessio Brutti, Marco Matassoni, Stefano Squartini |
| 2020 | FRUCT | Speech Enhancement Using Dilated Wave-U-Net: an Experimental Analysis. | Mohamed Nabih Ali, Alessio Brutti, Daniele Falavigna |
| 2020 | ICASSP | Supervised Online Diarization with Sample Mean Loss for Multi-Domain Data. | Enrico Fini, Alessio Brutti |
| 2019 | ICASSP | Accurate Target Annotation in 3D from Multimodal Streams. | Oswald Lanz, Alessio Brutti, Alessio Xompero, Xinyuan Qian, Maurizio Omologo, Andrea Cavallaro |
| 2019 | Interspeech | Neural Network Distillation on IoT Platforms for Sound Event Detection. | Gianmarco Cerutti, Rahul Prasad, Alessio Brutti, Elisabetta Farella |
| 2018 | ICASSP | 3D Mouth Tracking from a Compact Microphone Array Co-Located with a camera. | Xinyuan Qian, Alessio Xompero, Andrea Cavallaro, Alessio Brutti, Oswald Lanz, Maurizio Omologo |
| 2017 | ICASSP | 3D audio-visual speaker tracking with an adaptive particle filter. | Xinyuan Qian, Alessio Brutti, Maurizio Omologo, Andrea Cavallaro |
| 2017 | Interspeech | Optimizing DNN Adaptation for Recognition of Enhanced Speech. | Marco Matassoni, Alessio Brutti, Daniele Falavigna |
| 2016 | Interspeech | A Phase-Based Time-Frequency Masking for Multi-Channel Speech Enhancement in Domestic Environments. | Alessio Brutti, Antigoni Tsiami, Athanasios Katsamanis, Petros Maragos |
| 2015 | Interspeech | Multi-channel speaker verification based on total variability modelling. | Maria Joana Correia, Alessio Brutti, Alberto Abad |
| 2014 | ICASSP | On the use of Early-To-Late Reverberation ratio for ASR in reverberant environments. | Alessio Brutti, Marco Matassoni |
| 2013 | Interspeech | Geometric contamination for GMM/UBM speaker verification in reverberant environments. | Alessio Brutti, Maurizio Omologo |
| 2009 | AVSS | Acoustic Based Surveillance System for Intrusion Detection. | Christian Zieger, Alessio Brutti, Piergiorgio Svaizer |
| 2008 | ICASSP | Localization of multiple speakers based on a two step acoustic map analysis. | Alessio Brutti, Maurizio Omologo, Piergiorgio Svaizer |
| 2008 | LREC | WOZ Acoustic Data Collection for Interactive TV. | Alessio Brutti, Luca Cristoforetti, Walter Kellermann, Lutz Marquardt, Maurizio Omologo |
| 2007 | ICASSP | Classification of Acoustic Maps to Determine Speaker Position and Orientation from a Distributed Microphone Network. | Alessio Brutti, Maurizio Omologo, Piergiorgio Svaizer, Christian Zieger |
| 2006 | Interspeech | Speaker localization based on oriented global coherence field. | Alessio Brutti, Maurizio Omologo, Piergiorgio Svaizer |
| 2005 | Interspeech | Oriented global coherence field for the estimation of the head orientation in smart rooms equipped with distributed microphone arrays. | Alessio Brutti, Maurizio Omologo, Piergiorgio Svaizer |