My Personal AI Mediator for Virtual MEETtings BetWEEN People

Información del proyecto

Meetween

Identificador del acuerdo de subvención: 101135798

DOI

10.3030/101135798

Fecha de la firma de la CE 3 Noviembre 2023

Fecha de inicio 1 Enero 2024

Fecha de finalización 31 Diciembre 2027

Financiado con arreglo a

• Digital, Industry and Space

Coste total

€ 7 239 725,00

Aportación de la UE

€ 7 239 725,00

Coordinado por

TRANSLATED SRL
Italy

CORDIS proporciona enlaces a los documentos públicos y las publicaciones de los proyectos de los programas marco HORIZONTE.

Los enlaces a los documentos y las publicaciones de los proyectos del Séptimo Programa Marco, así como los enlaces a algunos tipos de resultados específicos, como conjuntos de datos y «software», se obtienen dinámicamente de OpenAIRE .

Resultado final

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.

Publicaciones

Conference proceedings (21)

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

Autores: Yining Liu, Alexander Waibel
Publicado en: ICASSP 2025 - 2025 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2025
Editor: IEEE
DOI: 10.1109/ICASSP49660.2025.10890003

SimulSeamless: FBK at IWSLT 2024 Simultaneous Speech Translation

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

NUTSHELL: A Dataset for Abstract Generation from Scientific Talks

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

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

Autores: Beatrice Savoldi, Marco Gaido, Matteo Negri, Luisa Bentivogli
Publicado en: Proceedings of the 21st International Conference on Spoken Language Translation (IWSLT 2024), 2024
Editor: 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

Autores: Marco Gaido, Sara Papi, Luisa Bentivogli, Alessio Brutti, Mauro Cettolo, Roberto Gretter, Marco Matassoni, Mohamed Nabih, Matteo Negri
Publicado en: Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing, 2024
Editor: 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

Autores: Sara Papi, Marco Gaido, Matteo Negri, Luisa Bentivogli
Publicado en: Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2024
Editor: 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

Autores: Dinh, Tu Anh; Palzer, Tobias; Niehues, Jan
Publicado en: 2024
Editor: EAMT 2024
DOI: 10.5445/IR/1000174743

GFG - Gender-Fair Generation: A CALAMITA Challenge

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

FINDINGS OF THE IWSLT 2024 EVALUATION CAMPAIGN

Autores: 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
Publicado en: Proceedings of the 21st International Conference on Spoken Language Translation (IWSLT 2024), 2024
Editor: 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?

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

Decoupled Vocabulary Learning Enables Zero-Shot Translation from Unseen Languages

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

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

Autores: Li, Siqi; Liu, Danni; Niehues, Jan
Publicado en: Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing, 2024
Editor: EMNLP
DOI: 10.48550/ARXIV.2409.09009

MAGNET - MAchines GeNErating Translations: A CALAMITA Challenge

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

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

Autores: Andrea Piergentili, Beatrice Savoldi, Matteo Negri, Luisa Bentivogli
Publicado en: Proceedings of the 3rd Workshop on Gender-Inclusive Translation Technologies (GITT 2025), 2025
Editor: European Association for Machine Translation

From Speech to Summary: A Comprehensive Survey of Speech Summarization

Autores: Retkowski, Fabian; Züfle, Maike; Sudmann, Andreas; Pfau, Dinah; Niehues, Jan; Waibel, Alexander
Publicado en: 2025
Editor: EMNLP 2025 Main
DOI: 10.5445/IR/1000180972

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

Autores: Beomseok Lee, Marco Gaido, Ioan Calapodescu, Laurent Besacier, Matteo Negri
Publicado en: Proceedings of the 31st International Conference on Computational Linguistics, 2025
Editor: Association for Computational Linguistics

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

Autores: Tsz Kin Lam, Marco Gaido, Sara Papi, Luisa Bentivogli, Barry Haddow
Publicado en: 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
Editor: Association for Computational Linguistics
DOI: 10.18653/V1/2025.NAACL-LONG.153

Cross-lingual Evaluation of Multilingual Text Generation

Autores: Shamil Chollampatt, Minh Quang Pham, Sathish Reddy Indurthi, Marco Turchi
Publicado en: Proceedings of the 31st International Conference on Computational Linguistics, 2025
Editor: Association for Computational Linguistics

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

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

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

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

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

Autores: 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
Publicado en: Proceedings of the Ninth Conference on Machine Translation, 2024
Editor: 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?

Autores: Sara Papi, Peter Polák, Dominik Macháček, Ondřej Bojar
Publicado en: Transactions of the Association for Computational Linguistics, Edición 13, 2025, ISSN 2307-387X
Editor: MIT Press
DOI: 10.1162/TACL_A_00740

A decade of gender bias in machine translation

Autores: Beatrice Savoldi, Jasmijn Bastings, Luisa Bentivogli, Eva Vanmassenhove
Publicado en: Patterns, Edición 6, 2025, ISSN 2666-3899
Editor: Elsevier BV
DOI: 10.1016/J.PATTER.2025.101257

Other (1)

Facial Attribute Based Text Guided Face Anonymization

Autores: Muştu, Mustafa İzzet; Ekenel, Hazım Kemal
Publicado en: 2025
Editor: arXiv
DOI: 10.48550/ARXIV.2505.21002