My Personal AI Mediator for Virtual MEETtings BetWEEN People

Informations projet

Meetween

N° de convention de subvention: 101135798

DOI

10.3030/101135798

Date de signature de la CE 3 Novembre 2023

Date de début 1 Janvier 2024

Date de fin 31 Decembre 2027

Financé au titre de

• Digital, Industry and Space

Coût total

€ 7 239 725,00

Contribution de l’UE

€ 7 239 725,00

Coordonné par

TRANSLATED SRL
Italy

CORDIS fournit des liens vers les livrables publics et les publications des projets HORIZON.

Les liens vers les livrables et les publications des projets du 7e PC, ainsi que les liens vers certains types de résultats spécifiques tels que les jeux de données et les logiciels, sont récupérés dynamiquement sur OpenAIRE .

Livrables

Other (5)

Downstream task trained models - V1

This deliverable reports the efforts to adapt the best models to satisfy production constraints, such as low latency, low flickering, and low computational costs, and develop APIs to serve different applications and needs.

Speech LMM open release - V1

SpeechLMM is released three times during the project and each release is documented in a version of this deliverable.

Model cards - V1

All partners will author a deliverable containing model cards.

Speech LMM training journal - V1

This deliverable documents the “making of” SpeechLMM and is used for dissemination to the scientific and technology community in the form of the SpeechLMM training journal.

Human factors and security scenarios - V1

This deliverable provides human factors and a security report describing vulnerability and criticality scenarios.

Data sets, microdata, etc (1)

Mumospee open release - V1

This deliverable documents the creation of one of the largest open multimodal datasets, Mumospee, released over three generations, in coordination with the corresponding SpeechLMM generation activities.

Publications

Conference proceedings (21)

Factorized-VITS: Decoupling Prosody and Text in End-to-End Speech Synthesis without External or Secondary Aligner

Auteurs: Yining Liu, Alexander Waibel
Publié dans: ICASSP 2025 - 2025 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2025
Éditeur: IEEE
DOI: 10.1109/ICASSP49660.2025.10890003

SimulSeamless: FBK at IWSLT 2024 Simultaneous Speech Translation

Auteurs: Sara Papi, Marco Gaido, Matteo Negri, Luisa Bentivogli
Publié dans: Proceedings of the 21st International Conference on Spoken Language Translation (IWSLT 2024), 2024
Éditeur: Association for Computational Linguistics
DOI: 10.18653/V1/2024.IWSLT-1.11

NUTSHELL: A Dataset for Abstract Generation from Scientific Talks

Auteurs: Maike Züfle, Sara Papi, Beatrice Savoldi, Marco Gaido, Luisa Bentivogli, Jan Niehues
Publié dans: Proceedings of the 22nd International Conference on Spoken Language Translation (IWSLT 2025), 2025
Éditeur: Association for Computational Linguistics
DOI: 10.18653/V1/2025.IWSLT-1.2

FBK@IWSLT Test Suites Task: Gender Bias evaluation with MuST-SHE

Auteurs: Beatrice Savoldi, Marco Gaido, Matteo Negri, Luisa Bentivogli
Publié dans: Proceedings of the 21st International Conference on Spoken Language Translation (IWSLT 2024), 2024
Éditeur: Association for Computational Linguistics
DOI: 10.18653/V1/2024.IWSLT-1.10

MOSEL: 950,000 Hours of Speech Data for Open-Source Speech Foundation Model Training on EU Languages

Auteurs: Marco Gaido, Sara Papi, Luisa Bentivogli, Alessio Brutti, Mauro Cettolo, Roberto Gretter, Marco Matassoni, Mohamed Nabih, Matteo Negri
Publié dans: Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing, 2024
Éditeur: Association for Computational Linguistics
DOI: 10.18653/V1/2024.EMNLP-MAIN.771

StreamAtt: Direct Streaming Speech-to-Text Translation with Attention-based Audio History Selection

Auteurs: Sara Papi, Marco Gaido, Matteo Negri, Luisa Bentivogli
Publié dans: Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2024
Éditeur: Association for Computational Linguistics
DOI: 10.18653/V1/2024.ACL-LONG.202

Quality Estimation with $k$-nearest Neighbors and Automatic Evaluation for Model-specific Quality Estimation

Auteurs: Dinh, Tu Anh; Palzer, Tobias; Niehues, Jan
Publié dans: 2024
Éditeur: EAMT 2024
DOI: 10.5445/IR/1000174743

GFG - Gender-Fair Generation: A CALAMITA Challenge

Auteurs: Simona Frenda, Andrea Piergentili, Beatrice Savoldi, Marco Madeddu, Martina Rosola, Silvia Casola, Chiara Ferrando, Viviana Patti, Matteo Negri, Luisa Bentivogli
Publié dans: Proceedings of the 10th Italian Conference on Computational Linguistics (CLiC-it 2024), 2024
Éditeur: CEUR Workshop Proceedings

FINDINGS OF THE IWSLT 2024 EVALUATION CAMPAIGN

Auteurs: Ibrahim Said Ahmad, Antonios Anastasopoulos, Ondřej Bojar, Claudia Borg, Marine Carpuat, Roldano Cattoni, Mauro Cettolo, William Chen, Qianqian Dong, Marcello Federico, Barry Haddow, Dávid Javorský, Mateusz Krubiński, Tsz Kim Lam, Xutai Ma, Prashant Mathur, Evgeny Matusov, Chandresh Maurya, John McCrae, Kenton Murray, Satoshi Nakamura, Matteo Negri, Jan Niehues, Xing Niu, Atul Kr. Ojha, John Ortega, Sara Papi, Peter Polák, Adam Pospíšil, Pavel Pecina, Elizabeth Salesky, Nivedita Sethiya, Balaram Sarkar, Jiatong Shi, Claytone Sikasote, Matthias Sperber, Sebastian Stüker, Katsuhito Sudoh, Brian Thompson, Alex Waibel, Shinji Watanabe, Patrick Wilken, Petr Zemánek, Rodolfo Zevallos
Publié dans: Proceedings of the 21st International Conference on Spoken Language Translation (IWSLT 2024), 2024
Éditeur: Association for Computational Linguistics
DOI: 10.18653/V1/2024.IWSLT-1.1

Speech Translation with Speech Foundation Models and Large Language Models: What is There and What is Missing?

Auteurs: Marco Gaido, Sara Papi, Matteo Negri, Luisa Bentivogli
Publié dans: Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2024
Éditeur: Association for Computational Linguistics
DOI: 10.18653/V1/2024.ACL-LONG.789

Decoupled Vocabulary Learning Enables Zero-Shot Translation from Unseen Languages

Auteurs: Mullov, Carlos; Pham, Quan; Waibel, Alexander
Publié dans: Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2024
Éditeur: ACL
DOI: 10.5445/IR/1000174872

Optimizing Rare Word Accuracy in Direct Speech Translation with a Retrieval-and-Demonstration Approach

Auteurs: Li, Siqi; Liu, Danni; Niehues, Jan
Publié dans: Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing, 2024
Éditeur: EMNLP
DOI: 10.48550/ARXIV.2409.09009

MAGNET - MAchines GeNErating Translations: A CALAMITA Challenge

Auteurs: Mauro Cettolo, Andrea Piergentili, Sara Papi, Marco Gaido, Matteo Negri, Luisa Bentivogli
Publié dans: Proceedings of the 10th Italian Conference on Computational Linguistics (CLiC-it 2024), 2024
Éditeur: CEUR Workshop Proceedings

An LLM-as-a-judge Approach for Scalable Gender-Neutral Translation Evaluation

Auteurs: Andrea Piergentili, Beatrice Savoldi, Matteo Negri, Luisa Bentivogli
Publié dans: Proceedings of the 3rd Workshop on Gender-Inclusive Translation Technologies (GITT 2025), 2025
Éditeur: European Association for Machine Translation

From Speech to Summary: A Comprehensive Survey of Speech Summarization

Auteurs: Retkowski, Fabian; Züfle, Maike; Sudmann, Andreas; Pfau, Dinah; Niehues, Jan; Waibel, Alexander
Publié dans: 2025
Éditeur: EMNLP 2025 Main
DOI: 10.5445/IR/1000180972

Speech Foundation Models and Crowdsourcing for Efficient, High-Quality Data Collection

Auteurs: Beomseok Lee, Marco Gaido, Ioan Calapodescu, Laurent Besacier, Matteo Negri
Publié dans: Proceedings of the 31st International Conference on Computational Linguistics, 2025
Éditeur: Association for Computational Linguistics

Prepending or Cross-Attention for Speech-to-Text? An Empirical Comparison

Auteurs: Tsz Kin Lam, Marco Gaido, Sara Papi, Luisa Bentivogli, Barry Haddow
Publié dans: Proceedings of the 2025 Conference of the Nations of the Americas Chapter of the Association for Computational Linguistics: Human Language Technologies (Volume 1: Long Papers), 2025
Éditeur: Association for Computational Linguistics
DOI: 10.18653/V1/2025.NAACL-LONG.153

Cross-lingual Evaluation of Multilingual Text Generation

Auteurs: Shamil Chollampatt, Minh Quang Pham, Sathish Reddy Indurthi, Marco Turchi
Publié dans: Proceedings of the 31st International Conference on Computational Linguistics, 2025
Éditeur: Association for Computational Linguistics

What the Harm? Quantifying the Tangible Impact of Gender Bias in Machine Translation with a Human-centered Study

Auteurs: Beatrice Savoldi, Sara Papi, Matteo Negri, Ana Guerberof-Arenas, Luisa Bentivogli
Publié dans: Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing, 2024
Éditeur: Association for Computational Linguistics
DOI: 10.18653/V1/2024.EMNLP-MAIN.1002

Explainability for Speech Models: On the Challenges of Acoustic Feature Selection

Auteurs: Dennis Fucci, Beatrice Savoldi, Marco Gaido, Matteo Negri, Mauro Cettolo, Luisa Bentivogli
Publié dans: Proceedings of the 10th Italian Conference on Computational Linguistics (CLiC-it 2024), 2024
Éditeur: CEUR Workshop Proceedings

Findings of the Quality Estimation Shared Task at WMT 2024: Are LLMs Closing the Gap in QE?

Auteurs: Chrysoula Zerva, Frederic Blain, José G. C. De Souza, Diptesh Kanojia, Sourabh Deoghare, Nuno M. Guerreiro, Giuseppe Attanasio, Ricardo Rei, Constantin Orasan, Matteo Negri, Marco Turchi, Rajen Chatterjee, Pushpak Bhattacharyya, Markus Freitag, André Martins
Publié dans: Proceedings of the Ninth Conference on Machine Translation, 2024
Éditeur: Association for Computational Linguistics
DOI: 10.18653/V1/2024.WMT-1.3

Peer reviewed articles (2)

How “Real” is Your Real-Time Simultaneous Speech-to-Text Translation System?

Auteurs: Sara Papi, Peter Polák, Dominik Macháček, Ondřej Bojar
Publié dans: Transactions of the Association for Computational Linguistics, Numéro 13, 2025, ISSN 2307-387X
Éditeur: MIT Press
DOI: 10.1162/TACL_A_00740

A decade of gender bias in machine translation

Auteurs: Beatrice Savoldi, Jasmijn Bastings, Luisa Bentivogli, Eva Vanmassenhove
Publié dans: Patterns, Numéro 6, 2025, ISSN 2666-3899
Éditeur: Elsevier BV
DOI: 10.1016/J.PATTER.2025.101257

Other (1)

Facial Attribute Based Text Guided Face Anonymization

Auteurs: Muştu, Mustafa İzzet; Ekenel, Hazım Kemal
Publié dans: 2025
Éditeur: arXiv
DOI: 10.48550/ARXIV.2505.21002