A. Brutti

发表

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, 2005, INTERSPEECH.

Self-clustering non-euclidean kernels for improving the estimation of multidimensional TDOA of multiple sources

A. Brutti, F. Nesta, 2011, 2011 Joint Workshop on Hands-free Speech Communication and Microphone Arrays.

2 Person Tracking based on Global Coherence Field

A. Brutti, 2022 .

Conversational Speech Separation: an Evaluation Study for Streaming Applications

S. Squartini, A. Brutti, E. Zovato, 2022, 2205.15700.

Person Tracking

Aristodemos Pnevmatikakis, Oswald Lanz, Rainer Stiefelhagen, 2009, Computers in the Human Interaction Loop.

MARVEL: Multimodal Extreme Scale Data Analytics for Smart Cities Environments

Theofanis P. Raptis, M. Marazakis, Björn Schuller, 2021, 2021 International Balkan Conference on Communications and Networking (BalkanCom).

Low-Latency Speech Separation Guided Diarization for Telephone Conversations

S. Squartini, A. Brutti, E. Zovato, 2022, 2022 IEEE Spoken Language Technology Workshop (SLT).

Exploring the Joint Use of Rehearsal and Knowledge Distillation in Continual Learning for Spoken Language Understanding

A. Brutti, Daniele Falavigna, Umberto Cappellazzo, 2022, ArXiv.

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

Andrea Cavallaro, Alessio Brutti, A. Brutti, 2017, IEEE Transactions on Human-Machine Systems.

A Generative Approach to Audio-Visual Person Tracking

Roberto Brunelli, Oswald Lanz, Alessio Brutti, 2006, CLEAR.

Compact Recurrent Neural Networks for Acoustic Event Detection on Low-Energy Low-Complexity Platforms

Alessio Brutti, Elisabetta Farella, Gianmarco Cerutti, 2020, IEEE Journal of Selected Topics in Signal Processing.

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

Alessio Brutti, Pasi Pertilä, A. Brutti, 2016, 2016 IEEE International Workshop on Acoustic Signal Enhancement (IWAENC).

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

Alessio Brutti, Enrico Fini, A. Brutti, 2019, ICASSP 2020 - 2020 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

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

Alessio Brutti, Maurizio Omologo, Piergiorgio Svaizer, 2012, 2012 Proceedings of the 20th European Signal Processing Conference (EUSIPCO).

Multiple source tracking by sequential posterior kernel density estimation through GSCT

Francesco Nesta, Alessio Brutti, A. Brutti, 2011, 2011 19th European Signal Processing Conference.

A sequential Monte Carlo approach for tracking of overlapping acoustic sources

Alessio Brutti, Maurizio Omologo, Piergiorgio Svaizer, 2009, 2009 17th European Signal Processing Conference.

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

Alessio Brutti, Maurizio Omologo, Piergiorgio Svaizer, 2008, 2008 IEEE International Conference on Acoustics, Speech and Signal Processing.

Comparison Between Different Sound Source Localization Techniques Based on a Real Data Collection

M. Omologo, P. Svaizer, A. Brutti, 2008, 2008 Hands-Free Speech Communication and Microphone Arrays.

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

Alessio Brutti, Maurizio Omologo, Piergiorgio Svaizer, 2007, 2007 IEEE International Conference on Acoustics, Speech and Signal Processing - ICASSP '07.

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

Pavel Korshunov, Stefano Squartini, Nicholas Evans, 2019, ArXiv.

Audio-Visual Tracking of Concurrent Speakers

Andrea Cavallaro, Oswald Lanz, Alessio Brutti, 2021, IEEE Transactions on Multimedia.

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

A. Brutti, A. Cavallaro, Vandana Rajan, 2022, ICASSP 2022 - 2022 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

Multiple Source Localization Based on Acoustic Map De-Emphasis

Alessio Brutti, Maurizio Omologo, Piergiorgio Svaizer, 2010, EURASIP J. Audio Speech Music. Process..

Neural Network Distillation on IoT Platforms for Sound Event Detection

Alessio Brutti, Elisabetta Farella, Gianmarco Cerutti, 2019, INTERSPEECH.

End-to-End Integration of Speech Separation and Voice Activity Detection for Low-Latency Diarization of Telephone Conversations

S. Squartini, A. Brutti, E. Zovato, 2023, ArXiv.

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

Alessio Brutti, Marco Matassoni, A. Brutti, 2014, 2014 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

Multi-Speaker Tracking From an Audio–Visual Sensing Device

Oswald Lanz, Alessio Brutti, Maurizio Omologo, 2019, IEEE Transactions on Multimedia.

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

Andrea Cavallaro, Alessio Brutti, Maurizio Omologo, 2017, 2017 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

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

Alessio Brutti, Alberto Abad, A. Brutti, 2016, Odyssey.

Multi-channel speaker verification based on total variability modelling

Alessio Brutti, Maria Joana Correia, Alberto Abad, 2015, INTERSPEECH.

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

A. Brutti, M. Matassoni, Marco Costante, 2022, 2022 IEEE International Smart Cities Conference (ISC2).

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

Mohamed Nabih Ali, A. Brutti, Daniele Falavigna, 2023, ArXiv.

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

A. Brutti, Daniele Falavigna, Muqiao Yang, 2023, arXiv.org.

An Experimental Review of Speaker Diarization methods with application to Two-Speaker Conversational Telephone Speech recordings

S. Squartini, A. Brutti, E. Zovato, 2023, Comput. Speech Lang..

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

Mohamed Nabih Ali, A. Brutti, Daniele Falavigna, 2023, Comput. Speech Lang..

Enhancing Embeddings for Speech Classification in Noisy Conditions

Mohamed Nabih Ali, A. Brutti, Daniele Falavigna, 2022, INTERSPEECH.

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

A. Brutti, Daniele Falavigna, Umberto Cappellazzo, 2022, INTERSPEECH.

Automatic Assessment of English CEFR Levels Using BERT Embeddings

Alessio Brutti, Veronica Juliana Schmalz, A. Brutti, 2021, CLiC-it.

Acoustic Based Surveillance System for Intrusion Detection

Alessio Brutti, Piergiorgio Svaizer, Christian Zieger, 2009, 2009 Sixth IEEE International Conference on Advanced Video and Signal Based Surveillance.

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

Alessio Brutti, Daniele Falavigna, Mohamed Nabih Ali, 2020, 2020 27th Conference of Open Innovations Association (FRUCT).

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

Alessio Brutti, Mohamed Nabih Ali, Mohamed Nabih Ali, 2022, Sensors.

Multichannel Source Activity Detection, Localization, and Tracking

Alessio Brutti, Maurizio Omologo, Piergiorgio Svaizer, 2018, Audio Source Separation and Speech Enhancement.

Leveraging Speech Separation for Conversational Telephone Speaker Diarization

S. Squartini, A. Brutti, E. Zovato, 2022 .

Learning to Rank Microphones for Distant Speech Recognition pdf

Stefano Squartini, Alessio Brutti, Marco Matassoni, 2021, Interspeech.

Continual Contrastive Spoken Language Understanding

A. Brutti, Daniele Falavigna, Muqiao Yang, 2023, ArXiv.

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

A. Brutti, Daniele Falavigna, Umberto Cappellazzo, 2024, 2402.00828.

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

A. Brutti, Daniele Falavigna, Muqiao Yang, 2023, INTERSPEECH.

Low-Complexity Acoustic Scene Classification in DCASE 2022 Challenge

A. Mesaros, Toni Heittola, A. Brutti, 2022, DCASE.

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

A. Brutti, E. Mekonnen, Daniele Falavigna, 2022, ICASSP 2022 - 2022 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

Training Early-Exit Architectures for Automatic Speech Recognition: Fine-Tuning Pre-Trained Models or Training from Scratch

Mohamed Nabih Ali, A. Brutti, Daniele Falavigna, 2023, 2024 IEEE International Conference on Acoustics, Speech, and Signal Processing Workshops (ICASSPW).

Training dynamic models using early exits for automatic speech recognition on resource-constrained devices

A. Brutti, Daniele Falavigna, G. A. Wright, 2023, ArXiv.

MARVEL: Multimodal Extreme Scale Data Analytics for Smart Cities Environments

Theofanis P. Raptis, M. Marazakis, Björn Schuller, 2021, 2021 International Balkan Conference on Communications and Networking (BalkanCom).