Marco Gaido

According to our database, Marco Gaido authored at least 45 papers between 2020 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2025

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

Beomseok Lee, Marco Gaido, Ioan Calapodescu, Laurent Besacier, Matteo Negri

Proceedings of the 31st International Conference on Computational Linguistics, 2025

2024

SPES: Spectrogram Perturbation for Explainable Speech-to-Text Generation.

Dennis Fucci, Marco Gaido, Beatrice Savoldi, Matteo Negri, Mauro Cettolo, Luisa Bentivogli

CoRR, 2024

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

Marco Gaido, Sara Papi, Luisa Bentivogli, Alessio Brutti, Mauro Cettolo, Roberto Gretter, Marco Matassoni, Mohamed Nabih, Matteo Negri

CoRR, 2024

How to Connect Speech Foundation Models and Large Language Models? What Matters and What Does Not.

Francesco Verdini, Pierfrancesco Melucci, Stefano Perna, Francesco Cariaggi, Marco Gaido, Sara Papi, Szymon Mazurek, Marek Kasztelnik, Luisa Bentivogli, Sébastien Bratières, Paolo Merialdo, Simone Scardapane

CoRR, 2024

Speech-MASSIVE: A Multilingual Speech Dataset for SLU and Beyond.

Beomseok Lee, Ioan Calapodescu, Marco Gaido, Matteo Negri, Laurent Besacier

CoRR, 2024

SimulSeamless: FBK at IWSLT 2024 Simultaneous Speech Translation.

Sara Papi, Marco Gaido, Matteo Negri, Luisa Bentivogli

CoRR, 2024

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

Marco Gaido, Sara Papi, Luisa Bentivogli, Alessio Brutti, Mauro Cettolo, Roberto Gretter, Marco Matassoni, Mohamed Nabih, Matteo Negri

Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing, 2024

Direct Speech Translation Toward High-Quality, Inclusive, and Augmented Systems.

Marco Gaido

Proceedings of the 25th Annual Conference of the European Association for Machine Translation (Volume 1), 2024

How Do Hyenas Deal with Human Speech? Speech Recognition and Translation with ConfHyena.

Marco Gaido, Sara Papi, Matteo Negri, Luisa Bentivogli

Proceedings of the 2024 Joint International Conference on Computational Linguistics, 2024

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

Dennis Fucci, Beatrice Savoldi, Marco Gaido, Matteo Negri, Mauro Cettolo, Luisa Bentivogli

Proceedings of the Tenth Italian Conference on Computational Linguistics (CLiC-it 2024), 2024

MAGNET - MAchines GeNErating Translations: A CALAMITA Challenge.

Mauro Cettolo, Andrea Piergentili, Sara Papi, Marco Gaido, Matteo Negri, Luisa Bentivogli

Proceedings of the Tenth Italian Conference on Computational Linguistics (CLiC-it 2024), 2024

When Good and Reproducible Results are a Giant with Feet of Clay: The Importance of Software Quality in NLP.

Sara Papi, Marco Gaido, Andrea Pilzer, Matteo Negri

Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2024

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

Sara Papi, Marco Gaido, Matteo Negri, Luisa Bentivogli

Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2024

SBAAM! Eliminating Transcript Dependency in Automatic Subtitling.

Marco Gaido, Sara Papi, Matteo Negri, Mauro Cettolo, Luisa Bentivogli

Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2024

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

Marco Gaido, Sara Papi, Matteo Negri, Luisa Bentivogli

Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2024

2023

Direct Speech Translation for Automatic Subtitling.

Sara Papi, Marco Gaido, Alina Karakanta, Mauro Cettolo, Matteo Negri, Marco Turchi

Trans. Assoc. Comput. Linguistics, 2023

Reproducibility is Nothing without Correctness: The Importance of Testing Code in NLP.

Sara Papi, Marco Gaido, Andrea Pilzer, Matteo Negri

CoRR, 2023

Distributed Silhouette Algorithm: Evaluating Clustering on Big Data.

Marco Gaido

CoRR, 2023

Test Suites Task: Evaluation of Gender Fairness in MT with MuST-SHE and INES.

Beatrice Savoldi, Marco Gaido, Matteo Negri, Luisa Bentivogli

Proceedings of the Eighth Conference on Machine Translation, 2023

Direct Models for Simultaneous Translation and Automatic Subtitling: FBK@IWSLT2023.

Sara Papi, Marco Gaido, Matteo Negri

Proceedings of the 20th International Conference on Spoken Language Translation, 2023

Joint Speech Translation and Named Entity Recognition.

Marco Gaido, Sara Papi, Matteo Negri, Marco Turchi

Proceedings of the 24th Annual Conference of the International Speech Communication Association, 2023

Named Entity Detection and Injection for Direct Speech Translation.

Marco Gaido, Yun Tang, Ilia Kulikov, Rongqing Huang, Hongyu Gong, Hirofumi Inaguma

Proceedings of the IEEE International Conference on Acoustics, 2023

Integrating Language Models into Direct Speech Translation: An Inference-Time Solution to Control Gender Inflection.

Dennis Fucci, Marco Gaido, Sara Papi, Mauro Cettolo, Matteo Negri, Luisa Bentivogli

Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing, 2023

How To Build Competitive Multi-gender Speech Translation Models For Controlling Speaker Gender Translation.

Marco Gaido, Dennis Fucci, Matteo Negri, Luisa Bentivogli

Proceedings of the 9th Italian Conference on Computational Linguistics, Venice, Italy, November 30, 2023

No Pitch Left Behind: Addressing Gender Unbalance In Automatic Speech Recognition Through Pitch Manipulation.

Dennis Fucci, Marco Gaido, Matteo Negri, Mauro Cettolo, Luisa Bentivogli

Proceedings of the IEEE Automatic Speech Recognition and Understanding Workshop, 2023

2022

Over-Generation Cannot Be Rewarded: Length-Adaptive Average Lagging for Simultaneous Speech Translation.

Sara Papi, Marco Gaido, Matteo Negri, Marco Turchi

CoRR, 2022

Efficient yet Competitive Speech Translation: FBK@IWSLT2022.

Marco Gaido, Sara Papi, Dennis Fucci, Giuseppe Fiameni, Matteo Negri, Marco Turchi

Proceedings of the 19th International Conference on Spoken Language Translation, 2022

Who Are We Talking About? Handling Person Names in Speech Translation.

Marco Gaido, Matteo Negri, Marco Turchi

Proceedings of the 19th International Conference on Spoken Language Translation, 2022

Does Simultaneous Speech Translation need Simultaneous Models?

Sara Papi, Marco Gaido, Matteo Negri, Marco Turchi

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2022, 2022

Extending the MuST-C Corpus for a Comparative Evaluation of Speech Translation Technology.

Luisa Bentivogli, Mauro Cettolo, Marco Gaido, Alina Karakanta, Matteo Negri, Marco Turchi

Proceedings of the 23rd Annual Conference of the European Association for Machine Translation, 2022

Under the Morphosyntactic Lens: A Multifaceted Evaluation of Gender Bias in Speech Translation.

Beatrice Savoldi, Marco Gaido, Luisa Bentivogli, Matteo Negri, Marco Turchi

Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2022

2021

Gender Bias in Machine Translation.

Beatrice Savoldi, Marco Gaido, Luisa Bentivogli, Matteo Negri, Marco Turchi

Trans. Assoc. Comput. Linguistics, 2021

Dealing with training and test segmentation mismatch: FBK@IWSLT2021.

Sara Papi, Marco Gaido, Matteo Negri, Marco Turchi

Proceedings of the 18th International Conference on Spoken Language Translation, 2021

Between Flexibility and Consistency: Joint Generation of Captions and Subtitles.

Alina Karakanta, Marco Gaido, Matteo Negri, Marco Turchi

Proceedings of the 18th International Conference on Spoken Language Translation, 2021

Beyond Voice Activity Detection: Hybrid Audio Segmentation for Direct Speech Translation.

Marco Gaido, Matteo Negri, Mauro Cettolo, Marco Turchi

Proceedings of the 4th International Conference on Natural Language and Speech Processing, 2021

Speechformer: Reducing Information Loss in Direct Speech Translation.

Sara Papi, Marco Gaido, Matteo Negri, Marco Turchi

Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing, 2021

Is "moby dick" a Whale or a Bird? Named Entities and Terminology in Speech Translation.

Marco Gaido, Susana Rodríguez, Matteo Negri, Luisa Bentivogli, Marco Turchi

Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing, 2021

CTC-based Compression for Direct Speech Translation.

Marco Gaido, Mauro Cettolo, Matteo Negri, Marco Turchi

Proceedings of the 16th Conference of the European Chapter of the Association for Computational Linguistics: Main Volume, 2021

How to Split: the Effect of Word Segmentation on Gender Bias in Speech Translation.

Marco Gaido, Beatrice Savoldi, Luisa Bentivogli, Matteo Negri, Marco Turchi

Proceedings of the Findings of the Association for Computational Linguistics: ACL/IJCNLP 2021, 2021

Cascade versus Direct Speech Translation: Do the Differences Still Make a Difference?

Luisa Bentivogli, Mauro Cettolo, Marco Gaido, Alina Karakanta, Alberto Martinelli, Matteo Negri, Marco Turchi

Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing, 2021

2020

End-to-End Speech-Translation with Knowledge Distillation: FBK@IWSLT2020.

Marco Gaido, Mattia Antonino Di Gangi, Matteo Negri, Marco Turchi

Proceedings of the 17th International Conference on Spoken Language Translation, 2020

Contextualized Translation of Automatically Segmented Speech.

Marco Gaido, Mattia Antonino Di Gangi, Matteo Negri, Mauro Cettolo, Marco Turchi

Proceedings of the 21st Annual Conference of the International Speech Communication Association, 2020

Breeding Gender-aware Direct Speech Translation Systems.

Marco Gaido, Beatrice Savoldi, Luisa Bentivogli, Matteo Negri, Marco Turchi

Proceedings of the 28th International Conference on Computational Linguistics, 2020

On Knowledge Distillation for Direct Speech Translation.

Marco Gaido, Mattia Antonino Di Gangi, Matteo Negri, Marco Turchi

Proceedings of the Seventh Italian Conference on Computational Linguistics, 2020

On Target Segmentation for Direct Speech Translation.

Mattia Antonino Di Gangi, Marco Gaido, Matteo Negri, Marco Turchi

Proceedings of the 14th Conference of the Association for Machine Translation in the Americas, 2020