Automatic Speech Activity Detection, Source Localization, and Speech Recognition on the Chil Seminar Corpus. - Dusan Macho; Jaume Padrell; Alberto Abad; Climent Nadeu; Javier Hernando; John W. McDonough; Matthias Wölfel; Ulrich Klee; Maurizio Omologo; Alessio Brutti; Piergiorgio Svaizer; Gerasimos Potamianos; et al. (ICME, 2005)

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 (INTERSPEECH, 2005)

Speaker Localization in CHIL Lectures: Evaluation Criteria and Results. - Maurizio Omologo; Piergiorgio Svaizer; Alessio Brutti; Luca Cristoforetti (MLMI, 2005)

A Generative Approach to Audio-Visual Person Tracking. - Roberto Brunelli; Alessio Brutti; Paul Chippendale; Oswald Lanz; Maurizio Omologo; Piergiorgio Svaizer; Francesco Tobia (CLEAR, 2006)

Speaker localization based on oriented global coherence field. - Alessio Brutti; Maurizio Omologo; Piergiorgio Svaizer (INTERSPEECH, 2006)

A Person Tracking System for CHIL Meetings. - Alessio Brutti (CLEAR, 2007)

Classification of Acoustic Maps to Determine Speaker Position and Orientation from a Distributed Microphone Network. - Alessio Brutti; Maurizio Omologo; Piergiorgio Svaizer; Christian Zieger (ICASSP (4), 2007)

Localization of multiple speakers based on a two step acoustic map analysis. - Alessio Brutti; Maurizio Omologo; Piergiorgio Svaizer (ICASSP, 2008)

Acoustic Based Surveillance System for Intrusion Detection. - Christian Zieger; Alessio Brutti; Piergiorgio Svaizer (AVSS, 2009)

A sequential Monte Carlo approach for tracking of overlapping acoustic sources. - Alessio Brutti; Maurizio Omologo; Piergiorgio Svaizer (EUSIPCO, 2009)

Person Tracking. - Keni Bernardin; Rainer Stiefelhagen; Aristodemos Pnevmatikakis; Oswald Lanz; Alessio Brutti; Josep R. Casas; Gerasimos Potamianos (Computers in the Human Interaction Loop, 2009)

A joint particle filter to track the position and head orientation of people using audio visual cues. - Alessio Brutti; Oswald Lanz (EUSIPCO, 2010)

Multiple Source Localization Based on Acoustic Map De-Emphasis. - Alessio Brutti; Maurizio Omologo; Piergiorgio Svaizer (EURASIP J. Audio Speech Music. Process., 2010)

WOZ acoustic data collection for interactive TV. - Alessio Brutti; Luca Cristoforetti; Walter Kellermann; Lutz Marquardt; Maurizio Omologo (Lang. Resour. Evaluation, 2010)

Multiple source tracking by sequential posterior kernel density estimation through GSCT. - Alessio Brutti; Francesco Nesta (EUSIPCO, 2011)

Inference of acoustic source directivity using environment awareness. - Alessio Brutti; Maurizio Omologo; Piergiorgio Svaizer (EUSIPCO, 2011)

Sub-band spectral variance feature for noise robust ASR. - Hari Krishna Maganti; Silvia Zanon; Marco Matassoni; Alessio Brutti (EUSIPCO, 2011)

The SCENIC Project: Environment-aware Sound Sensing and Rendering. - Paolo Annibale; Fabio Antonacci; Paolo Bestagini; Alessio Brutti; Antonio Canclini; Luca Cristoforetti; Emanuël Anco Peter Habets; Walter Kellermann; Konrad Kowalczyk; Anthony Lombard; Edwin Mabande; Dejan Markovic; et al. (FET, 2011)

Environment aware estimation of the orientation of acoustic sources using a line array. - Piergiorgio Svaizer; Alessio Brutti; Maurizio Omologo (EUSIPCO, 2012)

Maximum a Posteriori Trajectory Estimation for Acoustic Source Tracking. - Alessio Brutti; Maurizio Omologo; Piergiorgio Svaizer (IWAENC, 2012)

Geometric contamination for GMM/UBM speaker verification in reverberant environments. - Alessio Brutti; Maurizio Omologo (INTERSPEECH, 2013)

Tracking of multidimensional TDOA for multiple sources with distributed microphone pairs. - Alessio Brutti; Francesco Nesta (Comput. Speech Lang., 2013)

An environment aware ML estimation of acoustic radiation pattern with distributed microphone pairs. - Alessio Brutti; Maurizio Omologo; Piergiorgio Svaizer (Signal Process., 2013)

A speech event detection and localization task for multiroom environments. - Alessio Brutti; Mirco Ravanelli; Piergiorgio Svaizer; Maurizio Omologo (HSCMA, 2014)

On the use of Early-To-Late Reverberation ratio for ASR in reverberant environments. - Alessio Brutti; Marco Matassoni (ICASSP, 2014)

Acoustic modeling based on early-to-late reverberation ratio for robust ASR. - Marco Matassoni; Alessio Brutti; Piergiorgio Svaizer (IWAENC, 2014)

Multi-room speech activity detection using a distributed microphone network in domestic environments. - Panagiotis Giannoulis; Alessio Brutti; Marco Matassoni; Alberto Abad; Athanasios Katsamanis; Miguel Matos; Gerasimos Potamianos; Petros Maragos (EUSIPCO, 2015)

Multi-channel speaker verification based on total variability modelling. - Maria Joana Correia; Alessio Brutti; Alberto Abad (INTERSPEECH, 2015)

A Phase-Based Time-Frequency Masking for Multi-Channel Speech Enhancement in Domestic Environments. - Alessio Brutti; Antigoni Tsiami; Athanasios Katsamanis; Petros Maragos (INTERSPEECH, 2016)

Increasing the environment-awareness of rake beamforming for directive acoustic sources. - Pasi Pertilä; Alessio Brutti (IWAENC, 2016)

Multi-channel i-vector combination for robust speaker verification in multi-room domestic environments. - Alessio Brutti; Alberto Abad (Odyssey, 2016)

On the relationship between Early-to-Late Ratio of Room Impulse Responses and ASR performance in reverberant environments. - Alessio Brutti; Marco Matassoni (Speech Commun., 2016)

3D audio-visual speaker tracking with an adaptive particle filter. - Xinyuan Qian 001; Alessio Brutti; Maurizio Omologo; Andrea Cavallaro (ICASSP, 2017)

Unsupervised Cross-Modal Deep-Model Adaptation for Audio-Visual Re-identification with Wearable Cameras. - Alessio Brutti; Andrea Cavallaro (ICCV Workshops, 2017)

Optimizing DNN Adaptation for Recognition of Enhanced Speech. - Marco Matassoni; Alessio Brutti; Daniele Falavigna (INTERSPEECH, 2017)

Online Cross-Modal Adaptation for Audio-Visual Person Identification With Wearable Cameras. - Alessio Brutti; Andrea Cavallaro (IEEE Trans. Hum. Mach. Syst., 2017)

3D Mouth Tracking from a Compact Microphone Array Co-Located with a camera. - Xinyuan Qian 001; Alessio Xompero; Andrea Cavallaro; Alessio Brutti; Oswald Lanz; Maurizio Omologo (ICASSP, 2018)

Accurate Target Annotation in 3D from Multimodal Streams. - Oswald Lanz; Alessio Brutti; Alessio Xompero; Xinyuan Qian 001; Maurizio Omologo; Andrea Cavallaro (ICASSP, 2019)

Neural Network Distillation on IoT Platforms for Sound Event Detection. - Gianmarco Cerutti; Rahul Prasad; Alessio Brutti; Elisabetta Farella (INTERSPEECH, 2019)

LOCATA challenge: speaker localization with a planar array. - Xinyuan Qian 001; Andrea Cavallaro; Alessio Brutti; Maurizio Omologo (CoRR, 2019)

The Speed Submission to DIHARD II: Contributions & Lessons Learned. - Md. Sahidullah; Jose Patino 001; Samuele Cornell; Ruiqing Yin; Sunit Sivasankaran; Hervé Bredin; Pavel Korshunov; Alessio Brutti; Romain Serizel; Emmanuel Vincent 001; Nicholas W. D. Evans; Sébastien Marcel; et al. (CoRR, 2019)

ConflictNET: End-to-End Learning for Speech-Based Conflict Intensity Estimation. - Vandana Rajan; Alessio Brutti; Andrea Cavallaro (IEEE Signal Process. Lett., 2019)

Multi-Speaker Tracking From an Audio-Visual Sensing Device. - Xinyuan Qian 001; Alessio Brutti; Oswald Lanz; Maurizio Omologo; Andrea Cavallaro (IEEE Trans. Multim., 2019)

Speech Enhancement Using Dilated Wave-U-Net: an Experimental Analysis. - Mohamed Nabih Ali; Alessio Brutti; Daniele Falavigna (FRUCT, 2020)

Supervised Online Diarization with Sample Mean Loss for Multi-Domain Data. - Enrico Fini; Alessio Brutti (ICASSP, 2020)

Compact Recurrent Neural Networks for Acoustic Event Detection on Low-Energy Low-Complexity Platforms. - Gianmarco Cerutti; Rahul Prasad; Alessio Brutti; Elisabetta Farella (IEEE J. Sel. Top. Signal Process., 2020)

Automatic Assessment of English CEFR Levels Using BERT Embeddings. - Veronica Juliana Schmalz; Alessio Brutti (CLiC-it, 2021)

A Speech Enhancement Front-End for Intent Classification in Noisy Environments. - Mohamed Nabih Ali; Veronica Juliana Schmalz; Alessio Brutti; Daniele Falavigna (EUSIPCO, 2021)

Robust Latent Representations Via Cross-Modal Translation and Alignment. - Vandana Rajan; Alessio Brutti; Andrea Cavallaro (ICASSP, 2021)

Learning to Rank Microphones for Distant Speech Recognition. - Samuele Cornell; Alessio Brutti; Marco Matassoni; Stefano Squartini (Interspeech, 2021)

Low-Complexity Acoustic Scene Classification in DCASE 2022 Challenge. - Irene Martín-Morató; Francesco Paissan; Alberto Ancilotto; Toni Heittola; Annamaria Mesaros; Elisabetta Farella; Alessio Brutti; Tuomas Virtanen (DCASE, 2022)

Optimizing PhiNet architectures for the detection of urban sounds on low-end devices. - Alessio Brutti; Francesco Paissan; Alberto Ancilotto; Elisabetta Farella (EUSIPCO, 2022)

End-to-End Low Resource Keyword Spotting Through Character Recognition and Beam-Search Re-Scoring. - Ephrem Tibebe Mekonnen; Alessio Brutti; Daniele Falavigna (ICASSP, 2022)

Scalable Neural Architectures for End-to-End Environmental Sound Classification. - Francesco Paissan; Alberto Ancilotto; Alessio Brutti; Elisabetta Farella (ICASSP, 2022)

Is Cross-Attention Preferable to Self-Attention for Multi-Modal Emotion Recognition? - Vandana Rajan; Alessio Brutti; Andrea Cavallaro (ICASSP, 2022)

Enhancing Embeddings for Speech Classification in Noisy Conditions. - Mohamed Nabih Ali; Alessio Brutti; Daniele Falavigna (INTERSPEECH, 2022)

Using Seq2seq voice conversion with pre-trained representations for audio anonymization: experimental insights. - Marco Costante; Marco Matassoni; Alessio Brutti (ISC2, 2022)

Low-Latency Speech Separation Guided Diarization for Telephone Conversations. - Giovanni Morrone; Samuele Cornell; Desh Raj; Luca Serafini; Enrico Zovato; Alessio Brutti; Stefano Squartini (SLT, 2022)

Exploring the Joint Use of Rehearsal and Knowledge Distillation in Continual Learning for Spoken Language Understanding. - Umberto Cappellazzo; Daniele Falavigna; Alessio Brutti (CoRR, 2022)

Time-Domain Joint Training Strategies of Speech Enhancement and Intent Classification Neural Models. - Mohamed Nabih Ali; Daniele Falavigna; Alessio Brutti (Sensors, 2022)

Audio-Visual Tracking of Concurrent Speakers. - Xinyuan Qian 001; Alessio Brutti; Oswald Lanz; Maurizio Omologo; Andrea Cavallaro (IEEE Trans. Multim., 2022)

An Investigation of the Combination of Rehearsal and Knowledge Distillation in Continual Learning for Spoken Language Understanding. - Umberto Cappellazzo; Daniele Falavigna; Alessio Brutti (INTERSPEECH, 2023)

Sequence-Level Knowledge Distillation for Class-Incremental End-to-End Spoken Language Understanding. - Umberto Cappellazzo; Muqiao Yang; Daniele Falavigna; Alessio Brutti (INTERSPEECH, 2023)

Towards Speaker-Independent Voice Conversion for Improving Dysarthric Speech Intelligibility. - Seraphina Fong; Marco Matassoni; Gianluca Esposito; Alessio Brutti (SSW, 2023)

Scaling strategies for on-device low-complexity source separation with Conv-Tasnet. - Mohamed Nabih Ali; Francesco Paissan; Daniele Falavigna; Alessio Brutti (CoRR, 2023)

Improving the Intent Classification accuracy in Noisy Environment. - Mohamed Nabih Ali; Alessio Brutti; Daniele Falavigna (CoRR, 2023)

Training dynamic models using early exits for automatic speech recognition on resource-constrained devices. - George August Wright; Umberto Cappellazzo; Salah Zaiem; Desh Raj; Lucas Ondel Yang; Daniele Falavigna; Alessio Brutti (CoRR, 2023)

Direct enhancement of pre-trained speech embeddings for speech processing in noisy conditions. - Mohamed Nabih Ali; Alessio Brutti; Daniele Falavigna (Comput. Speech Lang., 2023)

An experimental review of speaker diarization methods with application to two-speaker conversational telephone speech recordings. - Luca Serafini; Samuele Cornell; Giovanni Morrone; Enrico Zovato; Alessio Brutti; Stefano Squartini (Comput. Speech Lang., 2023)

Continual Contrastive Spoken Language Understanding. - Umberto Cappellazzo; Enrico Fini; Muqiao Yang; Daniele Falavigna; Alessio Brutti; Bhiksha Raj (ACL (Findings), 2024)

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; Matteo Negri (EMNLP, 2024)

LDASR: An Experimental Study on Layer Drop Using Conformer-Based Architecture. - Abdul Hannan; Alessio Brutti; Daniele Falavigna (EUSIPCO, 2024)

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 (ICASSP Workshops, 2024)

Efficient Fine-tuning of Audio Spectrogram Transformers via Soft Mixture of Adapters. - Umberto Cappellazzo; Daniele Falavigna; Alessio Brutti (INTERSPEECH, 2024)

Parameter-Efficient Transfer Learning of Audio Spectrogram Transformers. - Umberto Cappellazzo; Daniele Falavigna; Alessio Brutti; Mirco Ravanelli (MLSP, 2024)

Detection and Classification of Cardiovascular Diseases Using Neural Networks. - Bastián Estay Zamorano; Ali Dehghan Firoozabadi; Alessio Brutti; Pablo Adasme; David Zabala-Blanco; Pablo Palacios Játiva; Cesar A. Azurdia-Meza (SPA, 2024)

Federating Dynamic Models using Early-Exit Architectures for Automatic Speech Recognition on Heterogeneous Clients. - Mohamed Nabih Ali; Alessio Brutti; Daniele Falavigna (CoRR, 2024)

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; Matteo Negri (CoRR, 2024)

End-to-end integration of speech separation and voice activity detection for low-latency diarization of telephone conversations. - Giovanni Morrone; Samuele Cornell; Luca Serafini; Enrico Zovato; Alessio Brutti; Stefano Squartini (Speech Commun., 2024)

EFL-PEFT: A communication Efficient Federated Learning framework using PEFT sparsification for ASR. - Mohamed Nabih Ali; Daniele Falavigna; Alessio Brutti (ICASSP, 2025)

Large Language Models are Strong Audio-Visual Speech Recognition Learners. - Umberto Cappellazzo; Minsu Kim; Honglie Chen; Pingchuan Ma 001; Stavros Petridis; Daniele Falavigna; Alessio Brutti; Maja Pantic (ICASSP, 2025)

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 012; Nikolay Karpov; Jagadeesh Balam; Vitaly Lavrukhin; Yifan Peng 003; Sara Papi; et al. (CoRR, 2025)

Scaling and Enhancing LLM-based AVSR: A Sparse Mixture of Projectors Approach. - Umberto Cappellazzo; Minsu Kim; Stavros Petridis; Daniele Falavigna; Alessio Brutti (CoRR, 2025)

An Effective Training Framework for Light-Weight Automatic Speech Recognition Models. - Abdul Hannan; Alessio Brutti; Shah Nawaz; Mubashir Noman (CoRR, 2025)

FAMA: The First Large-Scale Open-Science Speech Foundation Model for English and Italian. - Sara Papi; Marco Gaido; Luisa Bentivogli; Alessio Brutti; Mauro Cettolo; Roberto Gretter; Marco Matassoni; Mohamed Nabih; Matteo Negri (CoRR, 2025)

The Warmup Dilemma: How Learning Rate Strategies Impact Speech-to-Text Model Convergence. - Marco Gaido; Sara Papi; Luisa Bentivogli; Alessio Brutti; Mauro Cettolo; Roberto Gretter; Marco Matassoni; Mohamed Nabih; Matteo Negri (CoRR, 2025)

Splitformer: An improved early-exit architecture for automatic speech recognition on edge devices. - Maxence Lasbordes; Daniele Falavigna; Alessio Brutti (CoRR, 2025)

Input Conditioned Layer Dropping in Speech Foundation Models. - Abdul Hannan; Daniele Falavigna; Alessio Brutti (CoRR, 2025)

The Eloquence team submission for task 1 of MLC-SLM challenge. - Lorenzo Concina; Jordi Luque; Alessio Brutti; Marco Matassoni; Yuchen Zhang (CoRR, 2025)