Mixtures of Deep Neural Experts for Automated Speech Scoring. - Sara Papi; Edmondo Trentin; Roberto Gretter; Marco Matassoni; Daniele Falavigna (INTERSPEECH, 2020)

Visualization: The Missing Factor in Simultaneous Speech Translation. - Sara Papi; Matteo Negri; Marco Turchi (CLiC-it, 2021)

Speechformer: Reducing Information Loss in Direct Speech Translation. - Sara Papi; Marco Gaido; Matteo Negri; Marco Turchi (EMNLP (1), 2021)

Dealing with training and test segmentation mismatch: FBK@IWSLT2021. - Sara Papi; Marco Gaido; Matteo Negri; Marco Turchi (IWSLT, 2021)

Simultaneous Speech Translation for Live Subtitling: from Delay to Display. - Alina Karakanta; Sara Papi; Matteo Negri; Marco Turchi (ASLTRW@MTSummit, 2021)

Does Simultaneous Speech Translation need Simultaneous Models? - Sara Papi; Marco Gaido; Matteo Negri; Marco Turchi (EMNLP (Findings), 2022)

Dodging the Data Bottleneck: Automatic Subtitling with Automatically Segmented ST Corpora. - Sara Papi; Alina Karakanta; Matteo Negri; Marco Turchi (AACL/IJCNLP (2), 2022)

Efficient yet Competitive Speech Translation: FBK@IWSLT2022. - Marco Gaido; Sara Papi; Dennis Fucci; Giuseppe Fiameni; Matteo Negri; Marco Turchi (IWSLT@ACL, 2022)

Over-Generation Cannot Be Rewarded: Length-Adaptive Average Lagging for Simultaneous Speech Translation. - Sara Papi; Marco Gaido; Matteo Negri; Marco Turchi (CoRR, 2022)

Attention as a Guide for Simultaneous Speech Translation. - Sara Papi; Matteo Negri; Marco Turchi (ACL (1), 2023)

Token-Level Serialized Output Training for Joint Streaming ASR and ST Leveraging Textual Alignments. - Sara Papi; Peidong Wang; Jun-Kun Chen; Jian Xue; Jinyu Li 001; Yashesh Gaur (ASRU, 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 (EMNLP, 2023)

Joint Speech Translation and Named Entity Recognition. - Marco Gaido; Sara Papi; Matteo Negri; Marco Turchi (INTERSPEECH, 2023)

AlignAtt: Using Attention-based Audio-Translation Alignments as a Guide for Simultaneous Speech Translation. - Sara Papi; Marco Turchi; Matteo Negri (INTERSPEECH, 2023)

Direct Models for Simultaneous Translation and Automatic Subtitling: FBK@IWSLT2023. - Sara Papi; Marco Gaido; Matteo Negri (IWSLT@ACL, 2023)

Reproducibility is Nothing without Correctness: The Importance of Testing Code in NLP. - Sara Papi; Marco Gaido; Andrea Pilzer; Matteo Negri (CoRR, 2023)

Direct Speech Translation for Automatic Subtitling. - Sara Papi; Marco Gaido; Alina Karakanta; Mauro Cettolo; Matteo Negri; Marco Turchi (Trans. Assoc. Comput. Linguistics, 2023)

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 (ACL (1), 2024)

SBAAM! Eliminating Transcript Dependency in Automatic Subtitling. - Marco Gaido; Sara Papi; Matteo Negri; Mauro Cettolo; Luisa Bentivogli (ACL (1), 2024)

StreamAtt: Direct Streaming Speech-to-Text Translation with Attention-based Audio History Selection. - Sara Papi; Marco Gaido; Matteo Negri; Luisa Bentivogli (ACL (1), 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 (ACL (1), 2024)

MAGNET - MAchines GeNErating Translations: A CALAMITA Challenge. - Mauro Cettolo; Andrea Piergentili; Sara Papi; Marco Gaido; Matteo Negri; Luisa Bentivogli (CLiC-it, 2024)

How Do Hyenas Deal with Human Speech? Speech Recognition and Translation with ConfHyena. - Marco Gaido; Sara Papi; Matteo Negri; Luisa Bentivogli (LREC/COLING, 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 (EMNLP, 2024)

What the Harm? Quantifying the Tangible Impact of Gender Bias in Machine Translation with a Human-centered Study. - Beatrice Savoldi; Sara Papi; Matteo Negri; Ana Guerberof Arenas; Luisa Bentivogli (EMNLP, 2024)

Leveraging Timestamp Information for Serialized Joint Streaming Recognition and Translation. - Sara Papi; Peidong Wang; Jun-Kun Chen; Jian Xue; Naoyuki Kanda; Jinyu Li 001; Yashesh Gaur (ICASSP, 2024)

SimulSeamless: FBK at IWSLT 2024 Simultaneous Speech Translation. - Sara Papi; Marco Gaido; Matteo Negri; Luisa Bentivogli (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)

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)

Findings of the IWSLT 2024 Evaluation Campaign. - Ibrahim Said Ahmad; Antonios Anastasopoulos; Ondrej Bojar; Claudia Borg; Marine Carpuat; Roldano Cattoni; Mauro Cettolo; William Chen; Qianqian Dong; Marcello Federico; Barry Haddow; Dávid Javorský; et al. (CoRR, 2024)

Prepending or Cross-Attention for Speech-to-Text? An Empirical Comparison. - Tsz Kin Lam; Marco Gaido; Sara Papi; Luisa Bentivogli; Barry Haddow (NAACL (Long Papers), 2025)

How "Real" is Your Real-Time Simultaneous Speech-to-Text Translation System? - Sara Papi; Peter Polák; Dominik Machácek; Ondrej Bojar (Trans. Assoc. Comput. Linguistics, 2025)

NUTSHELL: A Dataset for Abstract Generation from Scientific Talks. - Maike Züfle; Sara Papi; Beatrice Savoldi; Marco Gaido; Luisa Bentivogli; Jan Niehues (CoRR, 2025)

Granary: Speech Recognition and Translation Dataset in 25 European Languages. - Nithin Rao Koluguri; Monica Sekoyan; George Zelenfroynd; Sasha Meister; Shuoyang Ding; Sofia Kostandian; He Huang 012; Nikolay Karpov; Jagadeesh Balam; Vitaly Lavrukhin; Yifan Peng 003; Sara Papi; et al. (CoRR, 2025)

FAMA: The First Large-Scale Open-Science Speech Foundation Model for English and Italian. - Sara Papi; Marco Gaido; Luisa Bentivogli; Alessio Brutti; Mauro Cettolo; Roberto Gretter; Marco Matassoni; Mohamed Nabih; Matteo Negri (CoRR, 2025)

The Warmup Dilemma: How Learning Rate Strategies Impact Speech-to-Text Model Convergence. - Marco Gaido; Sara Papi; Luisa Bentivogli; Alessio Brutti; Mauro Cettolo; Roberto Gretter; Marco Matassoni; Mohamed Nabih; Matteo Negri (CoRR, 2025)

MCIF: Multimodal Crosslingual Instruction-Following Benchmark from Scientific Talks. - Sara Papi; Maike Züfle; Marco Gaido; Beatrice Savoldi; Danni Liu; Ioannis Douros; Luisa Bentivogli; Jan Niehues (CoRR, 2025)