Marco Gaido
42 papers · 2020–2025 · 7 conferences · across top CS/AI conferences
Achievements
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π Conference Polyglot (7) π Academic Marathon (5) π Interdisciplinary Bridge π§ Keyword Pioneer π Cross-Pollinator (14)
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(6)
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(14)
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(7)
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(20)
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(40)
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(52)
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(21)
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Topic Evolution
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(3)
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Keyword Collector
(150)
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Prolific Year
(10)
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(6)
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Century Club
(42)
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The Questioner
(8)
Conferences
ACL (20)
EMNLP (8)
IJCNLP (4)
COLING (3)
INTERSPEECH (3)
NAACL (3)
EACL (1)
Top co-authors
Research topics
Keywords
speech translation
(24)
machine translation
(7)
automatic speech recognition
(6)
speech recognition
(4)
speech-to-text translation
(4)
large language model
(4)
knowledge distillation
(4)
direct translation
(4)
speech foundation model
(3)
model compression
(3)
gender bia
(3)
direct model
(3)
neural machine translation
(2)
simultaneous speech translation
(2)
manual evaluation
(2)
simultaneous translation
(2)
speech encoder
(2)
named entity
(2)
automatic evaluation
(2)
attention mechanism
(2)
Papers
Different Speech Translation Models Encode and Translate Speaker Gender Differently
ACL 2025
Prepending or Cross-Attention for Speech-to-Text? An Empirical Comparison
NAACL 2025
Findings of the WMT 2025 Shared Task on Model Compression: Early Insights on Compressing LLMs for Machine Translation
EMNLP 2025
The Unheard Alternative: Contrastive Explanations for Speech-to-Text Models
EMNLP 2025
Speech Foundation Models and Crowdsourcing for Efficient, High-Quality Data Collection
COLING 2025
Findings of the IWSLT 2025 Evaluation Campaign
ACL 2025
The Warmup Dilemma: How Learning Rate Strategies Impact Speech-to-Text Model Convergence
ACL 2025
NUTSHELL: A Dataset for Abstract Generation from Scientific Talks
ACL 2025
How Do Hyenas Deal with Human Speech? Speech Recognition and Translation with ConfHyena
COLING 2024
When Good and Reproducible Results are a Giant with Feet of Clay: The Importance of Software Quality in NLP
ACL 2024
SBAAM! Eliminating Transcript Dependency in Automatic Subtitling
ACL 2024
StreamAtt: Direct Streaming Speech-to-Text Translation with Attention-based Audio History Selection
ACL 2024
Speech Translation with Speech Foundation Models and Large Language Models: What is There and What is Missing?
ACL 2024
FBK@IWSLT Test Suites Task: Gender Bias evaluation with MuST-SHE
ACL 2024
SimulSeamless: FBK at IWSLT 2024 Simultaneous Speech Translation
ACL 2024
Automatic Subtitling and Subtitle Compression: FBK at the IWSLT 2024 Subtitling track
ACL 2024
MOSEL: 950,000 Hours of Speech Data for Open-Source Speech Foundation Model Training on EU Languages
EMNLP 2024
Speech-MASSIVE: A Multilingual Speech Dataset for SLU and Beyond
INTERSPEECH 2024
Test Suites Task: Evaluation of Gender Fairness in MT with MuST-SHE and INES
EMNLP 2023
Integrating Language Models into Direct Speech Translation: An Inference-Time Solution to Control Gender Inflection
EMNLP 2023
Direct Models for Simultaneous Translation and Automatic Subtitling: FBK@IWSLT2023
ACL 2023
Joint Speech Translation and Named Entity Recognition
INTERSPEECH 2023
Who Are We Talking About? Handling Person Names in Speech Translation
ACL 2022
Under the Morphosyntactic Lens: A Multifaceted Evaluation of Gender Bias in Speech Translation
ACL 2022
Does Simultaneous Speech Translation need Simultaneous Models?
EMNLP 2022
On the Dynamics of Gender Learning in Speech Translation
NAACL 2022
Over-Generation Cannot Be Rewarded: Length-Adaptive Average Lagging for Simultaneous Speech Translation
NAACL 2022
Efficient yet Competitive Speech Translation: FBK@IWSLT2022
ACL 2022
CTC-based Compression for Direct Speech Translation
EACL 2021
Is βmoby dickβ a Whale or a Bird? Named Entities and Terminology in Speech Translation
EMNLP 2021
Cascade versus Direct Speech Translation: Do the Differences Still Make a Difference?
ACL 2021
Between Flexibility and Consistency: Joint Generation of Captions and Subtitles
ACL 2021
Dealing with training and test segmentation mismatch: FBK@IWSLT2021
ACL 2021
How to Split: the Effect of Word Segmentation on Gender Bias in Speech Translation
ACL 2021
Cascade versus Direct Speech Translation: Do the Differences Still Make a Difference?
IJCNLP 2021
How to Split: the Effect of Word Segmentation on Gender Bias in Speech Translation
IJCNLP 2021
Dealing with training and test segmentation mismatch: FBK@IWSLT2021
IJCNLP 2021
Between Flexibility and Consistency: Joint Generation of Captions and Subtitles
IJCNLP 2021
Speechformer: Reducing Information Loss in Direct Speech Translation
EMNLP 2021
Breeding Gender-aware Direct Speech Translation Systems
COLING 2020
Contextualized Translation of Automatically Segmented Speech
INTERSPEECH 2020
End-to-End Speech-Translation with Knowledge Distillation: FBK@IWSLT2020
ACL 2020