Alessio Brutti

According to our database, Alessio Brutti authored at least 80 papers between 2005 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

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

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

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

CoRR, 2024

Federating Dynamic Models using Early-Exit Architectures for Automatic Speech Recognition on Heterogeneous Clients.

Mohamed Nabih Ali, Alessio Brutti, Daniele Falavigna

CoRR, 2024

Efficient Fine-tuning of Audio Spectrogram Transformers via Soft Mixture of Adapters.

Umberto Cappellazzo, Daniele Falavigna, Alessio Brutti

CoRR, 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

Proceedings of the Signal Processing: Algorithms, 2024

Parameter-Efficient Transfer Learning of Audio Spectrogram Transformers.

Umberto Cappellazzo, Daniele Falavigna, Alessio Brutti, Mirco Ravanelli

Proceedings of the 34th IEEE International Workshop on Machine Learning for Signal Processing, 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

Proceedings of the IEEE International Conference on Acoustics, 2024

LDASR: An Experimental Study on Layer Drop Using Conformer-Based Architecture.

Abdul Hannan, Alessio Brutti, Daniele Falavigna

Proceedings of the 32nd European Signal Processing Conference, 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

Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing, 2024

Continual Contrastive Spoken Language Understanding.

Umberto Cappellazzo, Enrico Fini, Muqiao Yang, Daniele Falavigna, Alessio Brutti, Bhiksha Raj

Proceedings of the Findings of the Association for Computational Linguistics, 2024

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., July, 2023

Direct enhancement of pre-trained speech embeddings for speech processing in noisy conditions.

Mohamed Nabih Ali, Alessio Brutti, Daniele Falavigna

Comput. Speech Lang., June, 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

Improving the Intent Classification accuracy in Noisy Environment.

Mohamed Nabih Ali, Alessio Brutti, Daniele Falavigna

CoRR, 2023

Scaling strategies for on-device low-complexity source separation with Conv-Tasnet.

Mohamed Nabih Ali, Francesco Paissan, Daniele Falavigna, Alessio Brutti

CoRR, 2023

Towards Speaker-Independent Voice Conversion for Improving Dysarthric Speech Intelligibility.

Seraphina Fong, Marco Matassoni, Gianluca Esposito, Alessio Brutti

Proceedings of the 12th ISCA Speech Synthesis Workshop, 2023

Sequence-Level Knowledge Distillation for Class-Incremental End-to-End Spoken Language Understanding.

Umberto Cappellazzo, Muqiao Yang, Daniele Falavigna, Alessio Brutti

Proceedings of the 24th Annual Conference of the International Speech Communication Association, 2023

An Investigation of the Combination of Rehearsal and Knowledge Distillation in Continual Learning for Spoken Language Understanding.

Umberto Cappellazzo, Daniele Falavigna, Alessio Brutti

Proceedings of the 24th Annual Conference of the International Speech Communication Association, 2023

2022

Audio-Visual Tracking of Concurrent Speakers.

Xinyuan Qian, Alessio Brutti, Oswald Lanz, Maurizio Omologo, Andrea Cavallaro

IEEE Trans. Multim., 2022

Time-Domain Joint Training Strategies of Speech Enhancement and Intent Classification Neural Models.

Mohamed Nabih Ali, Daniele Falavigna, Alessio Brutti

Sensors, 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

Low-Latency Speech Separation Guided Diarization for Telephone Conversations.

Giovanni Morrone, Samuele Cornell, Desh Raj, Luca Serafini, Enrico Zovato, Alessio Brutti, Stefano Squartini

Proceedings of the IEEE Spoken Language Technology Workshop, 2022

Using Seq2seq voice conversion with pre-trained representations for audio anonymization: experimental insights.

Marco Costante, Marco Matassoni, Alessio Brutti

Proceedings of the IEEE International Smart Cities Conference, 2022

Enhancing Embeddings for Speech Classification in Noisy Conditions.

Mohamed Nabih Ali, Alessio Brutti, Daniele Falavigna

Proceedings of the 23rd Annual Conference of the International Speech Communication Association, 2022

Is Cross-Attention Preferable to Self-Attention for Multi-Modal Emotion Recognition?

Vandana Rajan, Alessio Brutti, Andrea Cavallaro

Proceedings of the IEEE International Conference on Acoustics, 2022

Scalable Neural Architectures for End-to-End Environmental Sound Classification.

Francesco Paissan, Alberto Ancilotto, Alessio Brutti, Elisabetta Farella

Proceedings of the IEEE International Conference on Acoustics, 2022

End-to-End Low Resource Keyword Spotting Through Character Recognition and Beam-Search Re-Scoring.

Ephrem Tibebe Mekonnen, Alessio Brutti, Daniele Falavigna

Proceedings of the IEEE International Conference on Acoustics, 2022

Optimizing PhiNet architectures for the detection of urban sounds on low-end devices.

Alessio Brutti, Francesco Paissan, Alberto Ancilotto, Elisabetta Farella

Proceedings of the 30th European Signal Processing Conference, 2022

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

Proceedings of the 7th Workshop on Detection and Classification of Acoustic Scenes and Events 2022, 2022

2021

Learning to Rank Microphones for Distant Speech Recognition.

Samuele Cornell, Alessio Brutti, Marco Matassoni, Stefano Squartini

Proceedings of the 22nd Annual Conference of the International Speech Communication Association, Interspeech 2021, Brno, Czechia, August 30, 2021

Robust Latent Representations Via Cross-Modal Translation and Alignment.

Vandana Rajan, Alessio Brutti, Andrea Cavallaro

Proceedings of the IEEE International Conference on Acoustics, 2021

A Speech Enhancement Front-End for Intent Classification in Noisy Environments.

Mohamed Nabih Ali, Veronica Juliana Schmalz, Alessio Brutti, Daniele Falavigna

Proceedings of the 29th European Signal Processing Conference, 2021

Automatic Assessment of English CEFR Levels Using BERT Embeddings.

Veronica Juliana Schmalz, Alessio Brutti

Proceedings of the Eighth Italian Conference on Computational Linguistics, 2021

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

Supervised Online Diarization with Sample Mean Loss for Multi-Domain Data.

Enrico Fini, Alessio Brutti

Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

Speech Enhancement Using Dilated Wave-U-Net: an Experimental Analysis.

Mohamed Nabih Ali, Alessio Brutti, Daniele Falavigna

Proceedings of the 27th Conference of Open Innovations Association, 2020

2019

Multi-Speaker Tracking From an Audio-Visual Sensing Device.

Xinyuan Qian, Alessio Brutti, Oswald Lanz, Maurizio Omologo, Andrea Cavallaro

IEEE Trans. Multim., 2019

ConflictNET: End-to-End Learning for Speech-Based Conflict Intensity Estimation.

Vandana Rajan, Alessio Brutti, Andrea Cavallaro

IEEE Signal Process. Lett., 2019

The Speed Submission to DIHARD II: Contributions & Lessons Learned.

Md. Sahidullah, Jose Patino, Samuele Cornell, Ruiqing Yin, Sunit Sivasankaran, Hervé Bredin, Pavel Korshunov, Alessio Brutti, Romain Serizel, Emmanuel Vincent, Nicholas W. D. Evans, Sébastien Marcel, Stefano Squartini, Claude Barras

CoRR, 2019

LOCATA challenge: speaker localization with a planar array.

Xinyuan Qian, Andrea Cavallaro, Alessio Brutti, Maurizio Omologo

CoRR, 2019

Neural Network Distillation on IoT Platforms for Sound Event Detection.

Gianmarco Cerutti, Rahul Prasad, Alessio Brutti, Elisabetta Farella

Proceedings of the 20th Annual Conference of the International Speech Communication Association, 2019

Accurate Target Annotation in 3D from Multimodal Streams.

Oswald Lanz, Alessio Brutti, Alessio Xompero, Xinyuan Qian, Maurizio Omologo, Andrea Cavallaro

Proceedings of the IEEE International Conference on Acoustics, 2019

2018

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

Proceedings of the 2018 IEEE International Conference on Acoustics, 2018

2017

Online Cross-Modal Adaptation for Audio-Visual Person Identification With Wearable Cameras.

Alessio Brutti, Andrea Cavallaro

IEEE Trans. Hum. Mach. Syst., 2017

Optimizing DNN Adaptation for Recognition of Enhanced Speech.

Marco Matassoni, Alessio Brutti, Daniele Falavigna

Proceedings of the 18th Annual Conference of the International Speech Communication Association, 2017

Unsupervised Cross-Modal Deep-Model Adaptation for Audio-Visual Re-identification with Wearable Cameras.

Alessio Brutti, Andrea Cavallaro

Proceedings of the 2017 IEEE International Conference on Computer Vision Workshops, 2017

3D audio-visual speaker tracking with an adaptive particle filter.

Xinyuan Qian, Alessio Brutti, Maurizio Omologo, Andrea Cavallaro

Proceedings of the 2017 IEEE International Conference on Acoustics, 2017

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

Multi-channel i-vector combination for robust speaker verification in multi-room domestic environments.

Alessio Brutti, Alberto Abad

Proceedings of the Odyssey 2016: The Speaker and Language Recognition Workshop, 2016

Increasing the environment-awareness of rake beamforming for directive acoustic sources.

Pasi Pertilä, Alessio Brutti

Proceedings of the IEEE International Workshop on Acoustic Signal Enhancement, 2016

A Phase-Based Time-Frequency Masking for Multi-Channel Speech Enhancement in Domestic Environments.

Alessio Brutti, Antigoni Tsiami, Athanasios Katsamanis, Petros Maragos

Proceedings of the 17th Annual Conference of the International Speech Communication Association, 2016

2015

Multi-channel speaker verification based on total variability modelling.

Maria Joana Correia, Alessio Brutti, Alberto Abad

Proceedings of the 16th Annual Conference of the International Speech Communication Association, 2015

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

Proceedings of the 23rd European Signal Processing Conference, 2015

2014

Acoustic modeling based on early-to-late reverberation ratio for robust ASR.

Marco Matassoni, Alessio Brutti, Piergiorgio Svaizer

Proceedings of the 14th International Workshop on Acoustic Signal Enhancement, 2014

On the use of Early-To-Late Reverberation ratio for ASR in reverberant environments.

Alessio Brutti, Marco Matassoni

Proceedings of the IEEE International Conference on Acoustics, 2014

A speech event detection and localization task for multiroom environments.

Alessio Brutti, Mirco Ravanelli, Piergiorgio Svaizer, Maurizio Omologo

Proceedings of the 4th Joint Workshop on Hands-free Speech Communication and Microphone Arrays, 2014

2013

An environment aware ML estimation of acoustic radiation pattern with distributed microphone pairs.

Alessio Brutti, Maurizio Omologo, Piergiorgio Svaizer

Signal Process., 2013

Tracking of multidimensional TDOA for multiple sources with distributed microphone pairs.

Alessio Brutti, Francesco Nesta

Comput. Speech Lang., 2013

Geometric contamination for GMM/UBM speaker verification in reverberant environments.

Alessio Brutti, Maurizio Omologo

Proceedings of the 14th Annual Conference of the International Speech Communication Association, 2013

2012

Maximum a Posteriori Trajectory Estimation for Acoustic Source Tracking.

Alessio Brutti, Maurizio Omologo, Piergiorgio Svaizer

Proceedings of the IWAENC 2012 - International Workshop on Acoustic Signal Enhancement, Proceedings, RWTH Aachen University, Germany, September 4th, 2012

Environment aware estimation of the orientation of acoustic sources using a line array.

Piergiorgio Svaizer, Alessio Brutti, Maurizio Omologo

Proceedings of the 20th European Signal Processing Conference, 2012

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, Patrick A. Naylor, Maurizio Omologo, Rudolf Rabenstein, Augusto Sarti, Piergiorgio Svaizer, Mark R. P. Thomas

Proceedings of the 2nd European Future Technologies Conference and Exhibition, 2011

Sub-band spectral variance feature for noise robust ASR.

Hari Krishna Maganti, Silvia Zanon, Marco Matassoni, Alessio Brutti

Proceedings of the 19th European Signal Processing Conference, 2011

Inference of acoustic source directivity using environment awareness.

Alessio Brutti, Maurizio Omologo, Piergiorgio Svaizer

Proceedings of the 19th European Signal Processing Conference, 2011

Multiple source tracking by sequential posterior kernel density estimation through GSCT.

Alessio Brutti, Francesco Nesta

Proceedings of the 19th European Signal Processing Conference, 2011

2010

WOZ acoustic data collection for interactive TV.

Alessio Brutti, Luca Cristoforetti, Walter Kellermann, Lutz Marquardt, Maurizio Omologo

Lang. Resour. Evaluation, 2010

Multiple Source Localization Based on Acoustic Map De-Emphasis.

Alessio Brutti, Maurizio Omologo, Piergiorgio Svaizer

EURASIP J. Audio Speech Music. Process., 2010

A joint particle filter to track the position and head orientation of people using audio visual cues.

Alessio Brutti, Oswald Lanz

Proceedings of the 18th European Signal Processing Conference, 2010

2009

Person Tracking.

Keni Bernardin, Rainer Stiefelhagen, Aristodemos Pnevmatikakis, Oswald Lanz, Alessio Brutti, Josep R. Casas, Gerasimos Potamianos

Proceedings of the Computers in the Human Interaction Loop, 2009

A sequential Monte Carlo approach for tracking of overlapping acoustic sources.

Alessio Brutti, Maurizio Omologo, Piergiorgio Svaizer

Proceedings of the 17th European Signal Processing Conference, 2009

Acoustic Based Surveillance System for Intrusion Detection.

Christian Zieger, Alessio Brutti, Piergiorgio Svaizer

Proceedings of the Sixth IEEE International Conference on Advanced Video and Signal Based Surveillance, 2009

2008

Localization of multiple speakers based on a two step acoustic map analysis.

Alessio Brutti, Maurizio Omologo, Piergiorgio Svaizer

Proceedings of the IEEE International Conference on Acoustics, 2008

2007

Classification of Acoustic Maps to Determine Speaker Position and Orientation from a Distributed Microphone Network.

Alessio Brutti, Maurizio Omologo, Piergiorgio Svaizer, Christian Zieger

Proceedings of the IEEE International Conference on Acoustics, 2007

A Person Tracking System for CHIL Meetings.

Alessio Brutti

Proceedings of the Multimodal Technologies for Perception of Humans, 2007

2006

Speaker localization based on oriented global coherence field.

Alessio Brutti, Maurizio Omologo, Piergiorgio Svaizer

Proceedings of the Ninth International Conference on Spoken Language Processing, 2006

A Generative Approach to Audio-Visual Person Tracking.

Roberto Brunelli, Alessio Brutti, Paul Chippendale, Oswald Lanz, Maurizio Omologo, Piergiorgio Svaizer, Francesco Tobia

Proceedings of the Multimodal Technologies for Perception of Humans, 2006

2005

Speaker Localization in CHIL Lectures: Evaluation Criteria and Results.

Maurizio Omologo, Piergiorgio Svaizer, Alessio Brutti, Luca Cristoforetti

Proceedings of the Machine Learning for Multimodal Interaction, 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

Proceedings of the 9th European Conference on Speech Communication and Technology, 2005

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, Stephen M. Chu

Proceedings of the 2005 IEEE International Conference on Multimedia and Expo, 2005