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2020 – today
- 2024
[j14]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: 103081 (2024)- [c56]Umberto Cappellazzo, Enrico Fini, Muqiao Yang, Daniele Falavigna, Alessio Brutti, Bhiksha Raj:
Continual Contrastive Spoken Language Understanding. ACL (Findings) 2024: 3727-3741 - [c55]Marco Gaido, Sara Papi, Luisa Bentivogli, Alessio Brutti, Mauro Cettolo, Roberto Gretter, Marco Matassoni, Mohamed Nabih, Matteo Negri:
MOSEL: 950, 000 Hours of Speech Data for Open-Source Speech Foundation Model Training on EU Languages. EMNLP 2024: 13934-13947 - [c54]Abdul Hannan, Alessio Brutti, Daniele Falavigna:
LDASR: An Experimental Study on Layer Drop Using Conformer-Based Architecture. EUSIPCO 2024: 151-155 - [c53]George August Wright, Umberto Cappellazzo, Salah Zaiem, Desh Raj, Lucas Ondel Yang, Daniele Falavigna, Mohamed Nabih Ali, Alessio Brutti:
Training Early-Exit Architectures for Automatic Speech Recognition: Fine-Tuning Pre-Trained Models or Training from Scratch. ICASSP Workshops 2024: 685-689 - [c52]Umberto Cappellazzo, Daniele Falavigna, Alessio Brutti, Mirco Ravanelli:
Parameter-Efficient Transfer Learning of Audio Spectrogram Transformers. MLSP 2024: 1-6 - [c51]Bastián Estay Zamorano, Ali Dehghan Firoozabadi, Alessio Brutti, Pablo Adasme, David Zabala-Blanco, Pablo Palacios Játiva, Cesar A. Azurdia-Meza:
Detection and Classification of Cardiovascular Diseases Using Neural Networks. SPA 2024: 132-137 - [i19]Umberto Cappellazzo, Daniele Falavigna, Alessio Brutti:
Efficient Fine-tuning of Audio Spectrogram Transformers via Soft Mixture of Adapters. CoRR abs/2402.00828 (2024) - [i18]Mohamed Nabih Ali, Alessio Brutti, Daniele Falavigna:
Federating Dynamic Models using Early-Exit Architectures for Automatic Speech Recognition on Heterogeneous Clients. CoRR abs/2405.17376 (2024) - [i17]Umberto Cappellazzo, Minsu Kim, Honglie Chen, Pingchuan Ma, Stavros Petridis, Daniele Falavigna, Alessio Brutti, Maja Pantic:
Large Language Models Are Strong Audio-Visual Speech Recognition Learners. CoRR abs/2409.12319 (2024) - [i16]Marco Gaido, Sara Papi, Luisa Bentivogli, Alessio Brutti, Mauro Cettolo, Roberto Gretter, Marco Matassoni, Mohamed Nabih, Matteo Negri:
MOSEL: 950,000 Hours of Speech Data for Open-Source Speech Foundation Model Training on EU Languages. CoRR abs/2410.01036 (2024) - 2023
- [j13]Mohamed Nabih Ali, Alessio Brutti, Daniele Falavigna:
Direct enhancement of pre-trained speech embeddings for speech processing in noisy conditions. Comput. Speech Lang. 81: 101501 (2023) - [j12]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: 101534 (2023) - [c50]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: 735-739 - [c49]Umberto Cappellazzo, Muqiao Yang, Daniele Falavigna, Alessio Brutti:
Sequence-Level Knowledge Distillation for Class-Incremental End-to-End Spoken Language Understanding. INTERSPEECH 2023: 2953-2957 - [c48]Seraphina Fong, Marco Matassoni, Gianluca Esposito, Alessio Brutti:
Towards Speaker-Independent Voice Conversion for Improving Dysarthric Speech Intelligibility. SSW 2023: 238-239 - [i15]Mohamed Nabih Ali, Francesco Paissan, Daniele Falavigna, Alessio Brutti:
Scaling strategies for on-device low-complexity source separation with Conv-Tasnet. CoRR abs/2303.03005 (2023) - [i14]Mohamed Nabih Ali, Alessio Brutti, Daniele Falavigna:
Improving the Intent Classification accuracy in Noisy Environment. CoRR abs/2303.06585 (2023) - [i13]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 abs/2303.12002 (2023) - [i12]Umberto Cappellazzo, Muqiao Yang, Daniele Falavigna, Alessio Brutti:
Sequence-Level Knowledge Distillation for Class-Incremental End-to-End Spoken Language Understanding. CoRR abs/2305.13899 (2023) - [i11]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 abs/2305.18074 (2023) - [i10]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 abs/2309.09546 (2023) - [i9]Umberto Cappellazzo, Enrico Fini, Muqiao Yang, Daniele Falavigna, Alessio Brutti, Bhiksha Raj:
Continual Contrastive Spoken Language Understanding. CoRR abs/2310.02699 (2023) - 2022
- [j11]Mohamed Nabih Ali, Daniele Falavigna, Alessio Brutti:
Time-Domain Joint Training Strategies of Speech Enhancement and Intent Classification Neural Models. Sensors 22(1): 374 (2022) - [j10]Xinyuan Qian, Alessio Brutti, Oswald Lanz, Maurizio Omologo, Andrea Cavallaro:
Audio-Visual Tracking of Concurrent Speakers. IEEE Trans. Multim. 24: 942-954 (2022) - [c47]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 - [c46]Alessio Brutti, Francesco Paissan, Alberto Ancilotto, Elisabetta Farella:
Optimizing PhiNet architectures for the detection of urban sounds on low-end devices. EUSIPCO 2022: 1121-1125 - [c45]Francesco Paissan, Alberto Ancilotto, Alessio Brutti, Elisabetta Farella:
Scalable Neural Architectures for End-to-End Environmental Sound Classification. ICASSP 2022: 641-645 - [c44]Vandana Rajan, Alessio Brutti, Andrea Cavallaro:
Is Cross-Attention Preferable to Self-Attention for Multi-Modal Emotion Recognition? ICASSP 2022: 4693-4697 - [c43]Ephrem Tibebe Mekonnen, Alessio Brutti, Daniele Falavigna:
End-to-End Low Resource Keyword Spotting Through Character Recognition and Beam-Search Re-Scoring. ICASSP 2022: 8182-8186 - [c42]Mohamed Nabih Ali, Alessio Brutti, Daniele Falavigna:
Enhancing Embeddings for Speech Classification in Noisy Conditions. INTERSPEECH 2022: 2933-2937 - [c41]Marco Costante, Marco Matassoni, Alessio Brutti:
Using Seq2seq voice conversion with pre-trained representations for audio anonymization: experimental insights. ISC2 2022: 1-7 - [c40]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: 641-646 - [i8]Vandana Rajan, Alessio Brutti, Andrea Cavallaro:
Is Cross-Attention Preferable to Self-Attention for Multi-Modal Emotion Recognition? CoRR abs/2202.09263 (2022) - [i7]Umberto Cappellazzo, Daniele Falavigna, Alessio Brutti:
Exploring the Joint Use of Rehearsal and Knowledge Distillation in Continual Learning for Spoken Language Understanding. CoRR abs/2211.08161 (2022) - 2021
- [c39]Veronica Juliana Schmalz, Alessio Brutti:
Automatic Assessment of English CEFR Levels Using BERT Embeddings. CLiC-it 2021 - [c38]Mohamed Nabih Ali, Veronica Juliana Schmalz, Alessio Brutti, Daniele Falavigna:
A Speech Enhancement Front-End for Intent Classification in Noisy Environments. EUSIPCO 2021: 471-475 - [c37]Vandana Rajan, Alessio Brutti, Andrea Cavallaro:
Robust Latent Representations Via Cross-Modal Translation and Alignment. ICASSP 2021: 4315-4319 - [c36]Samuele Cornell, Alessio Brutti, Marco Matassoni, Stefano Squartini:
Learning to Rank Microphones for Distant Speech Recognition. Interspeech 2021: 3855-3859 - [i6]Samuele Cornell, Alessio Brutti, Marco Matassoni, Stefano Squartini:
Learning to Rank Microphones for Distant Speech Recognition. CoRR abs/2104.02819 (2021) - 2020
- [j9]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): 654-664 (2020) - [c35]Mohamed Nabih Ali, Alessio Brutti, Daniele Falavigna:
Speech Enhancement Using Dilated Wave-U-Net: an Experimental Analysis. FRUCT 2020: 3-9 - [c34]Enrico Fini, Alessio Brutti:
Supervised Online Diarization with Sample Mean Loss for Multi-Domain Data. ICASSP 2020: 7134-7138 - [i5]Gianmarco Cerutti, Rahul Prasad, Alessio Brutti, Elisabetta Farella:
Compact recurrent neural networks for acoustic event detection on low-energy low-complexity platforms. CoRR abs/2001.10876 (2020) - [i4]Vandana Rajan, Alessio Brutti, Andrea Cavallaro:
Robust Latent Representations via Cross-Modal Translation and Alignment. CoRR abs/2011.01631 (2020)
2010 – 2019
- 2019
- [j8]Vandana Rajan, Alessio Brutti, Andrea Cavallaro:
ConflictNET: End-to-End Learning for Speech-Based Conflict Intensity Estimation. IEEE Signal Process. Lett. 26(11): 1668-1672 (2019) - [j7]Xinyuan Qian, Alessio Brutti, Oswald Lanz, Maurizio Omologo, Andrea Cavallaro:
Multi-Speaker Tracking From an Audio-Visual Sensing Device. IEEE Trans. Multim. 21(10): 2576-2588 (2019) - [c33]Oswald Lanz, Alessio Brutti, Alessio Xompero, Xinyuan Qian, Maurizio Omologo, Andrea Cavallaro:
Accurate Target Annotation in 3D from Multimodal Streams. ICASSP 2019: 3931-3935 - [c32]Gianmarco Cerutti, Rahul Prasad, Alessio Brutti, Elisabetta Farella:
Neural Network Distillation on IoT Platforms for Sound Event Detection. INTERSPEECH 2019: 3609-3613 - [i3]Xinyuan Qian, Andrea Cavallaro, Alessio Brutti, Maurizio Omologo:
LOCATA challenge: speaker localization with a planar array. CoRR abs/1901.08983 (2019) - [i2]Enrico Fini, Alessio Brutti:
Supervised online diarization with sample mean loss for multi-domain data. CoRR abs/1911.01266 (2019) - [i1]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 abs/1911.02388 (2019) - 2018
- [c31]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: 3071-3075 - 2017
- [j6]Alessio Brutti, Andrea Cavallaro:
Online Cross-Modal Adaptation for Audio-Visual Person Identification With Wearable Cameras. IEEE Trans. Hum. Mach. Syst. 47(1): 40-51 (2017) - [c30]Xinyuan Qian, Alessio Brutti, Maurizio Omologo, Andrea Cavallaro:
3D audio-visual speaker tracking with an adaptive particle filter. ICASSP 2017: 2896-2900 - [c29]Alessio Brutti, Andrea Cavallaro:
Unsupervised Cross-Modal Deep-Model Adaptation for Audio-Visual Re-identification with Wearable Cameras. ICCV Workshops 2017: 438-445 - [c28]Marco Matassoni, Alessio Brutti, Daniele Falavigna:
Optimizing DNN Adaptation for Recognition of Enhanced Speech. INTERSPEECH 2017: 724-728 - 2016
- [j5]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: 170-185 (2016) - [c27]Alessio Brutti, Antigoni Tsiami, Athanasios Katsamanis, Petros Maragos:
A Phase-Based Time-Frequency Masking for Multi-Channel Speech Enhancement in Domestic Environments. INTERSPEECH 2016: 2875-2879 - [c26]Pasi Pertilä, Alessio Brutti:
Increasing the environment-awareness of rake beamforming for directive acoustic sources. IWAENC 2016: 1-5 - [c25]Alessio Brutti, Alberto Abad:
Multi-channel i-vector combination for robust speaker verification in multi-room domestic environments. Odyssey 2016: 252-258 - 2015
- [c24]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: 1271-1275 - [c23]Maria Joana Correia, Alessio Brutti, Alberto Abad:
Multi-channel speaker verification based on total variability modelling. INTERSPEECH 2015: 2312-2316 - 2014
- [c22]Alessio Brutti, Mirco Ravanelli, Piergiorgio Svaizer, Maurizio Omologo:
A speech event detection and localization task for multiroom environments. HSCMA 2014: 157-161 - [c21]Alessio Brutti, Marco Matassoni:
On the use of Early-To-Late Reverberation ratio for ASR in reverberant environments. ICASSP 2014: 4638-4642 - [c20]Marco Matassoni, Alessio Brutti, Piergiorgio Svaizer:
Acoustic modeling based on early-to-late reverberation ratio for robust ASR. IWAENC 2014: 263-267 - 2013
- [j4]Alessio Brutti, Francesco Nesta:
Tracking of multidimensional TDOA for multiple sources with distributed microphone pairs. Comput. Speech Lang. 27(3): 660-682 (2013) - [j3]Alessio Brutti, Maurizio Omologo, Piergiorgio Svaizer:
An environment aware ML estimation of acoustic radiation pattern with distributed microphone pairs. Signal Process. 93(4): 784-796 (2013) - [c19]Alessio Brutti, Maurizio Omologo:
Geometric contamination for GMM/UBM speaker verification in reverberant environments. INTERSPEECH 2013: 3665-3669 - 2012
- [c18]Piergiorgio Svaizer, Alessio Brutti, Maurizio Omologo:
Environment aware estimation of the orientation of acoustic sources using a line array. EUSIPCO 2012: 1024-1028 - [c17]Alessio Brutti, Maurizio Omologo, Piergiorgio Svaizer:
Maximum a Posteriori Trajectory Estimation for Acoustic Source Tracking. IWAENC 2012 - 2011
- [c16]Alessio Brutti, Maurizio Omologo, Piergiorgio Svaizer:
Inference of acoustic source directivity using environment awareness. EUSIPCO 2011: 151-155 - [c15]Alessio Brutti, Francesco Nesta:
Multiple source tracking by sequential posterior kernel density estimation through GSCT. EUSIPCO 2011: 259-263 - [c14]Hari Krishna Maganti, Silvia Zanon, Marco Matassoni, Alessio Brutti:
Sub-band spectral variance feature for noise robust ASR. EUSIPCO 2011: 2114-2118 - [c13]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: 150-152 - 2010
- [j2]Alessio Brutti, Maurizio Omologo, Piergiorgio Svaizer:
Multiple Source Localization Based on Acoustic Map De-Emphasis. EURASIP J. Audio Speech Music. Process. 2010 (2010) - [j1]Alessio Brutti, Luca Cristoforetti, Walter Kellermann, Lutz Marquardt, Maurizio Omologo:
WOZ acoustic data collection for interactive TV. Lang. Resour. Evaluation 44(3): 205-219 (2010) - [c12]Alessio Brutti, Oswald Lanz:
A joint particle filter to track the position and head orientation of people using audio visual cues. EUSIPCO 2010: 974-978
2000 – 2009
- 2009
- [c11]Christian Zieger, Alessio Brutti, Piergiorgio Svaizer:
Acoustic Based Surveillance System for Intrusion Detection. AVSS 2009: 314-319 - [c10]Alessio Brutti, Maurizio Omologo, Piergiorgio Svaizer:
A sequential Monte Carlo approach for tracking of overlapping acoustic sources. EUSIPCO 2009: 2559-2563 - [p1]Keni Bernardin, Rainer Stiefelhagen, Aristodemos Pnevmatikakis, Oswald Lanz, Alessio Brutti, Josep R. Casas, Gerasimos Potamianos:
Person Tracking. Computers in the Human Interaction Loop 2009: 11-22 - 2008
- [c9]Alessio Brutti, Maurizio Omologo, Piergiorgio Svaizer:
Localization of multiple speakers based on a two step acoustic map analysis. ICASSP 2008: 4349-4352 - [c8]Alessio Brutti, Luca Cristoforetti, Walter Kellermann, Lutz Marquardt, Maurizio Omologo:
WOZ Acoustic Data Collection for Interactive TV. LREC 2008 - 2007
- [c7]Alessio Brutti:
A Person Tracking System for CHIL Meetings. CLEAR 2007: 47-56 - [c6]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: 493-496 - 2006
- [c5]Roberto Brunelli, Alessio Brutti, Paul Chippendale, Oswald Lanz, Maurizio Omologo, Piergiorgio Svaizer, Francesco Tobia:
A Generative Approach to Audio-Visual Person Tracking. CLEAR 2006: 55-68 - [c4]Alessio Brutti, Maurizio Omologo, Piergiorgio Svaizer:
Speaker localization based on oriented global coherence field. INTERSPEECH 2006 - 2005
- [c3]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: 876-879 - [c2]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: 2337-2340 - [c1]Maurizio Omologo, Piergiorgio Svaizer, Alessio Brutti, Luca Cristoforetti:
Speaker Localization in CHIL Lectures: Evaluation Criteria and Results. MLMI 2005: 476-487
Coauthor Index
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