Alessio Brutti

Publication Activity (10 Years)

Years Active: 2005-2024
Publications (10 Years): 56

Top Topics

Speaker Verification

Speech Enhancement

Event Detection

Noisy Environments

Top Venues

Publications

Giovanni Morrone, Samuele Cornell, Luca Serafini, Enrico Zovato, Alessio Brutti, Stefano Squartini
End-to-end integration of speech separation and voice activity detection for low-latency diarization of telephone conversations. Speech Commun. 161 (2024)
Mohamed Nabih Ali, Alessio Brutti, Daniele Falavigna
Federating Dynamic Models using Early-Exit Architectures for Automatic Speech Recognition on Heterogeneous Clients. CoRR (2024)
Umberto Cappellazzo, Daniele Falavigna, Alessio Brutti
Efficient Fine-tuning of Audio Spectrogram Transformers via Soft Mixture of Adapters. CoRR (2024)
Umberto Cappellazzo, Enrico Fini, Muqiao Yang, Daniele Falavigna, Alessio Brutti, Bhiksha Raj
Continual Contrastive Spoken Language Understanding. ACL (Findings) (2024)
Seraphina Fong, Marco Matassoni, Gianluca Esposito, Alessio Brutti
Towards Speaker-Independent Voice Conversion for Improving Dysarthric Speech Intelligibility. SSW (2023)
Umberto Cappellazzo, Daniele Falavigna, Alessio Brutti
An Investigation of the Combination of Rehearsal and Knowledge Distillation in Continual Learning for Spoken Language Understanding. INTERSPEECH (2023)
Mohamed Nabih Ali, Alessio Brutti, Daniele Falavigna
Improving the Intent Classification accuracy in Noisy Environment. CoRR (2023)
George August Wright, Umberto Cappellazzo, Salah Zaiem, Desh Raj, Lucas Ondel Yang, Daniele Falavigna, Alessio Brutti
Training dynamic models using early exits for automatic speech recognition on resource-constrained devices. CoRR (2023)
Umberto Cappellazzo, Enrico Fini, Muqiao Yang, Daniele Falavigna, Alessio Brutti, Bhiksha Raj
Continual Contrastive Spoken Language Understanding. CoRR (2023)
Luca Serafini, Samuele Cornell, Giovanni Morrone, Enrico Zovato, Alessio Brutti, Stefano Squartini
An Experimental Review of Speaker Diarization methods with application to Two-Speaker Conversational Telephone Speech recordings. CoRR (2023)
Giovanni Morrone, Samuele Cornell, Luca Serafini, Enrico Zovato, Alessio Brutti, Stefano Squartini
End-to-End Integration of Speech Separation and Voice Activity Detection for Low-Latency Diarization of Telephone Conversations. CoRR (2023)
Mohamed Nabih Ali, Alessio Brutti, Daniele Falavigna
Direct enhancement of pre-trained speech embeddings for speech processing in noisy conditions. Comput. Speech Lang. 81 (2023)
Luca Serafini, Samuele Cornell, Giovanni Morrone, Enrico Zovato, Alessio Brutti, Stefano Squartini
An experimental review of speaker diarization methods with application to two-speaker conversational telephone speech recordings. Comput. Speech Lang. 82 (2023)
Umberto Cappellazzo, Muqiao Yang, Daniele Falavigna, Alessio Brutti
Sequence-Level Knowledge Distillation for Class-Incremental End-to-End Spoken Language Understanding. CoRR (2023)
Umberto Cappellazzo, Muqiao Yang, Daniele Falavigna, Alessio Brutti
Sequence-Level Knowledge Distillation for Class-Incremental End-to-End Spoken Language Understanding. INTERSPEECH (2023)
Mohamed Nabih Ali, Francesco Paissan, Daniele Falavigna, Alessio Brutti
Scaling strategies for on-device low-complexity source separation with Conv-Tasnet. CoRR (2023)
Francesco Paissan, Alberto Ancilotto, Alessio Brutti, Elisabetta Farella
Scalable Neural Architectures for End-to-End Environmental Sound Classification. ICASSP (2022)
Mohamed Nabih Ali, Alessio Brutti, Daniele Falavigna
Enhancing Embeddings for Speech Classification in Noisy Conditions. INTERSPEECH (2022)
Vandana Rajan, Alessio Brutti, Andrea Cavallaro
Is Cross-Attention Preferable to Self-Attention for Multi-Modal Emotion Recognition? ICASSP (2022)
Giovanni Morrone, Samuele Cornell, Desh Raj, Luca Serafini, Enrico Zovato, Alessio Brutti, Stefano Squartini
Low-Latency Speech Separation Guided Diarization for Telephone Conversations. SLT (2022)
Ephrem Tibebe Mekonnen, Alessio Brutti, Daniele Falavigna
End-to-End Low Resource Keyword Spotting Through Character Recognition and Beam-Search Re-Scoring. ICASSP (2022)
Alessio Brutti, Francesco Paissan, Alberto Ancilotto, Elisabetta Farella
Optimizing PhiNet architectures for the detection of urban sounds on low-end devices. EUSIPCO (2022)
Irene Martín-Morató, Francesco Paissan, Alberto Ancilotto, Toni Heittola, Annamaria Mesaros, Elisabetta Farella, Alessio Brutti, Tuomas Virtanen
Low-Complexity Acoustic Scene Classification in DCASE 2022 Challenge. DCASE (2022)
Mohamed Nabih Ali, Daniele Falavigna, Alessio Brutti
Time-Domain Joint Training Strategies of Speech Enhancement and Intent Classification Neural Models. Sensors 22 (1) (2022)
Vandana Rajan, Alessio Brutti, Andrea Cavallaro
Is Cross-Attention Preferable to Self-Attention for Multi-Modal Emotion Recognition? CoRR (2022)
Xinyuan Qian, Alessio Brutti, Oswald Lanz, Maurizio Omologo, Andrea Cavallaro
Audio-Visual Tracking of Concurrent Speakers. IEEE Trans. Multim. 24 (2022)
Marco Costante, Marco Matassoni, Alessio Brutti
Using Seq2seq voice conversion with pre-trained representations for audio anonymization: experimental insights. ISC2 (2022)
Umberto Cappellazzo, Daniele Falavigna, Alessio Brutti
Exploring the Joint Use of Rehearsal and Knowledge Distillation in Continual Learning for Spoken Language Understanding. CoRR (2022)
Veronica Juliana Schmalz, Alessio Brutti
Automatic Assessment of English CEFR Levels Using BERT Embeddings. CLiC-it (2021)
Vandana Rajan, Alessio Brutti, Andrea Cavallaro
Robust Latent Representations Via Cross-Modal Translation and Alignment. ICASSP (2021)
Samuele Cornell, Alessio Brutti, Marco Matassoni, Stefano Squartini
Learning to Rank Microphones for Distant Speech Recognition. Interspeech (2021)
Mohamed Nabih Ali, Veronica Juliana Schmalz, Alessio Brutti, Daniele Falavigna
A Speech Enhancement Front-End for Intent Classification in Noisy Environments. EUSIPCO (2021)
Samuele Cornell, Alessio Brutti, Marco Matassoni, Stefano Squartini
Learning to Rank Microphones for Distant Speech Recognition. CoRR (2021)
Gianmarco Cerutti, Rahul Prasad, Alessio Brutti, Elisabetta Farella
Compact recurrent neural networks for acoustic event detection on low-energy low-complexity platforms. CoRR (2020)
Gianmarco Cerutti, Rahul Prasad, Alessio Brutti, Elisabetta Farella
Compact Recurrent Neural Networks for Acoustic Event Detection on Low-Energy Low-Complexity Platforms. IEEE J. Sel. Top. Signal Process. 14 (4) (2020)
Enrico Fini, Alessio Brutti
Supervised Online Diarization with Sample Mean Loss for Multi-Domain Data. ICASSP (2020)
Vandana Rajan, Alessio Brutti, Andrea Cavallaro
Robust Latent Representations via Cross-Modal Translation and Alignment. CoRR (2020)
Mohamed Nabih Ali, Alessio Brutti, Daniele Falavigna
Speech Enhancement Using Dilated Wave-U-Net: an Experimental Analysis. FRUCT (2020)
Gianmarco Cerutti, Rahul Prasad, Alessio Brutti, Elisabetta Farella
Neural Network Distillation on IoT Platforms for Sound Event Detection. INTERSPEECH (2019)
Oswald Lanz, Alessio Brutti, Alessio Xompero, Xinyuan Qian, Maurizio Omologo, Andrea Cavallaro
Accurate Target Annotation in 3D from Multimodal Streams. ICASSP (2019)
Xinyuan Qian, Alessio Brutti, Oswald Lanz, Maurizio Omologo, Andrea Cavallaro
Multi-Speaker Tracking From an Audio-Visual Sensing Device. IEEE Trans. Multim. 21 (10) (2019)
Enrico Fini, Alessio Brutti
Supervised online diarization with sample mean loss for multi-domain data. CoRR (2019)
Vandana Rajan, Alessio Brutti, Andrea Cavallaro
ConflictNET: End-to-End Learning for Speech-Based Conflict Intensity Estimation. IEEE Signal Process. Lett. 26 (11) (2019)
Xinyuan Qian, Andrea Cavallaro, Alessio Brutti, Maurizio Omologo
LOCATA challenge: speaker localization with a planar array. CoRR (2019)
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
The Speed Submission to DIHARD II: Contributions & Lessons Learned. CoRR (2019)
Xinyuan Qian, Alessio Xompero, Andrea Cavallaro, Alessio Brutti, Oswald Lanz, Maurizio Omologo
3D Mouth Tracking from a Compact Microphone Array Co-Located with a camera. ICASSP (2018)
Xinyuan Qian, Alessio Brutti, Maurizio Omologo, Andrea Cavallaro
3D audio-visual speaker tracking with an adaptive particle filter. ICASSP (2017)
Alessio Brutti, Andrea Cavallaro
Online Cross-Modal Adaptation for Audio-Visual Person Identification With Wearable Cameras. IEEE Trans. Hum. Mach. Syst. 47 (1) (2017)
Alessio Brutti, Andrea Cavallaro
Unsupervised Cross-Modal Deep-Model Adaptation for Audio-Visual Re-identification with Wearable Cameras. ICCV Workshops (2017)
Marco Matassoni, Alessio Brutti, Daniele Falavigna
Optimizing DNN Adaptation for Recognition of Enhanced Speech. INTERSPEECH (2017)
Pasi Pertilä, Alessio Brutti
Increasing the environment-awareness of rake beamforming for directive acoustic sources. IWAENC (2016)
Alessio Brutti, Alberto Abad
Multi-channel i-vector combination for robust speaker verification in multi-room domestic environments. Odyssey (2016)
Alessio Brutti, Antigoni Tsiami, Athanasios Katsamanis, Petros Maragos
A Phase-Based Time-Frequency Masking for Multi-Channel Speech Enhancement in Domestic Environments. INTERSPEECH (2016)
Alessio Brutti, Marco Matassoni
On the relationship between Early-to-Late Ratio of Room Impulse Responses and ASR performance in reverberant environments. Speech Commun. 76 (2016)
Panagiotis Giannoulis, Alessio Brutti, Marco Matassoni, Alberto Abad, Athanasios Katsamanis, Miguel Matos, Gerasimos Potamianos, Petros Maragos
Multi-room speech activity detection using a distributed microphone network in domestic environments. EUSIPCO (2015)
Maria Joana Correia, Alessio Brutti, Alberto Abad
Multi-channel speaker verification based on total variability modelling. INTERSPEECH (2015)
Marco Matassoni, Alessio Brutti, Piergiorgio Svaizer
Acoustic modeling based on early-to-late reverberation ratio for robust ASR. IWAENC (2014)
Alessio Brutti, Marco Matassoni
On the use of Early-To-Late Reverberation ratio for ASR in reverberant environments. ICASSP (2014)
Alessio Brutti, Mirco Ravanelli, Piergiorgio Svaizer, Maurizio Omologo
A speech event detection and localization task for multiroom environments. HSCMA (2014)
Alessio Brutti, Maurizio Omologo, Piergiorgio Svaizer
An environment aware ML estimation of acoustic radiation pattern with distributed microphone pairs. Signal Process. 93 (4) (2013)
Alessio Brutti, Maurizio Omologo
Geometric contamination for GMM/UBM speaker verification in reverberant environments. INTERSPEECH (2013)
Alessio Brutti, Francesco Nesta
Tracking of multidimensional TDOA for multiple sources with distributed microphone pairs. Comput. Speech Lang. 27 (3) (2013)
Alessio Brutti, Maurizio Omologo, Piergiorgio Svaizer
Maximum a Posteriori Trajectory Estimation for Acoustic Source Tracking. IWAENC (2012)
Piergiorgio Svaizer, Alessio Brutti, Maurizio Omologo
Environment aware estimation of the orientation of acoustic sources using a line array. EUSIPCO (2012)
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
The SCENIC Project: Environment-aware Sound Sensing and Rendering. FET (2011)
Alessio Brutti, Maurizio Omologo, Piergiorgio Svaizer
Inference of acoustic source directivity using environment awareness. EUSIPCO (2011)
Hari Krishna Maganti, Silvia Zanon, Marco Matassoni, Alessio Brutti
Sub-band spectral variance feature for noise robust ASR. EUSIPCO (2011)
Alessio Brutti, Francesco Nesta
Multiple source tracking by sequential posterior kernel density estimation through GSCT. EUSIPCO (2011)
Alessio Brutti, Maurizio Omologo, Piergiorgio Svaizer
Multiple Source Localization Based on Acoustic Map De-Emphasis. EURASIP J. Audio Speech Music. Process. 2010 (2010)
Alessio Brutti, Luca Cristoforetti, Walter Kellermann, Lutz Marquardt, Maurizio Omologo
WOZ acoustic data collection for interactive TV. Lang. Resour. Evaluation 44 (3) (2010)
Alessio Brutti, Oswald Lanz
A joint particle filter to track the position and head orientation of people using audio visual cues. EUSIPCO (2010)
Alessio Brutti, Maurizio Omologo, Piergiorgio Svaizer
A sequential Monte Carlo approach for tracking of overlapping acoustic sources. EUSIPCO (2009)
Christian Zieger, Alessio Brutti, Piergiorgio Svaizer
Acoustic Based Surveillance System for Intrusion Detection. AVSS (2009)
Alessio Brutti, Maurizio Omologo, Piergiorgio Svaizer
Localization of multiple speakers based on a two step acoustic map analysis. ICASSP (2008)
Alessio Brutti, Luca Cristoforetti, Walter Kellermann, Lutz Marquardt, Maurizio Omologo
WOZ Acoustic Data Collection for Interactive TV. LREC (2008)
Alessio Brutti, Maurizio Omologo, Piergiorgio Svaizer, Christian Zieger
Classification of Acoustic Maps to Determine Speaker Position and Orientation from a Distributed Microphone Network. ICASSP (4) (2007)
Alessio Brutti
A Person Tracking System for CHIL Meetings. CLEAR (2007)
Alessio Brutti, Maurizio Omologo, Piergiorgio Svaizer
Speaker localization based on oriented global coherence field. INTERSPEECH (2006)
Roberto Brunelli, Alessio Brutti, Paul Chippendale, Oswald Lanz, Maurizio Omologo, Piergiorgio Svaizer, Francesco Tobia
A Generative Approach to Audio-Visual Person Tracking. CLEAR (2006)
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
Automatic Speech Activity Detection, Source Localization, and Speech Recognition on the Chil Seminar Corpus. ICME (2005)
Alessio Brutti, Maurizio Omologo, Piergiorgio Svaizer
Oriented global coherence field for the estimation of the head orientation in smart rooms equipped with distributed microphone arrays. INTERSPEECH (2005)
Maurizio Omologo, Piergiorgio Svaizer, Alessio Brutti, Luca Cristoforetti
Speaker Localization in CHIL Lectures: Evaluation Criteria and Results. MLMI (2005)