Sara Papi
28 papers · 2020–2025 · 6 venues · across top CS/AI venues
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Achievements
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πΊοΈ Taxonomy Completionist (42) π Academic Marathon Β· Sprint π Conference Polyglot Β· Silver π Interdisciplinary Bridge Β· Gold π£ Hot Topic Early Bird
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Dynamic Duo
(23)
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Mega-Team Β· Legion
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Deep Specialist
(13)
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The Questioner
(6)
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Unstoppable Β· Bronze
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Century Club Β· Bronze
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Prolific Year Β· Prolific
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Keyword Collector
(111)
Top co-authors
Research topics
Machine Learning
(16)
Speech & Audio
(16)
Natural Language Processing
(14)
Recognition
(14)
Artificial Intelligence
(13)
Applications
(13)
Deep Learning
(12)
Core AI
(12)
Optimization & Theory
(10)
Application Areas
(7)
Architectures
(6)
Learning Types
(4)
Core Methods
(3)
Analysis
(2)
Learning Paradigms
(2)
Keywords
speech translation
(13)
automatic speech recognition
(6)
speech recognition
(5)
machine translation
(5)
attention mechanism
(4)
large language model
(4)
simultaneous speech translation
(4)
speech foundation model
(3)
multimodal learning
(3)
simultaneous translation
(3)
speech-to-text translation
(3)
direct speech translation
(2)
conformer architecture
(2)
real-time translation
(2)
efficient computing
(2)
latency reduction
(2)
low-resource language
(2)
shared task
(2)
spoken language translation
(2)
automatic subtitling
(2)
Papers
Findings of the IWSLT 2025 Evaluation Campaign
ACL 2025
Granary: Speech Recognition and Translation Dataset in 25 European Languages
Interspeech 2025
How to Connect Speech Foundation Models and Large Language Models? What Matters and What Does Not
Interspeech 2025
NUTSHELL: A Dataset for Abstract Generation from Scientific Talks
ACL 2025
Prepending or Cross-Attention for Speech-to-Text? An Empirical Comparison
NAACL 2025
The Warmup Dilemma: How Learning Rate Strategies Impact Speech-to-Text Model Convergence
ACL 2025
Automatic Subtitling and Subtitle Compression: FBK at the IWSLT 2024 Subtitling track
ACL 2024
FINDINGS OF THE IWSLT 2024 EVALUATION CAMPAIGN
ACL 2024
How Do Hyenas Deal with Human Speech? Speech Recognition and Translation with ConfHyena
COLING 2024
MOSEL: 950,000 Hours of Speech Data for Open-Source Speech Foundation Model Training on EU Languages
EMNLP 2024
SBAAM! Eliminating Transcript Dependency in Automatic Subtitling
ACL 2024
SimulSeamless: FBK at IWSLT 2024 Simultaneous Speech Translation
ACL 2024
Speech Translation with Speech Foundation Models and Large Language Models: What is There and What is Missing?
ACL 2024
StreamAtt: Direct Streaming Speech-to-Text Translation with Attention-based Audio History Selection
ACL 2024
What the Harm? Quantifying the Tangible Impact of Gender Bias in Machine Translation with a Human-centered Study
EMNLP 2024
When Good and Reproducible Results are a Giant with Feet of Clay: The Importance of Software Quality in NLP
ACL 2024
AlignAtt: Using Attention-based Audio-Translation Alignments as a Guide for Simultaneous Speech Translation
Interspeech 2023
Attention as a Guide for Simultaneous Speech Translation
ACL 2023
Direct Models for Simultaneous Translation and Automatic Subtitling: FBK@IWSLT2023
ACL 2023
Integrating Language Models into Direct Speech Translation: An Inference-Time Solution to Control Gender Inflection
EMNLP 2023
Joint Speech Translation and Named Entity Recognition
Interspeech 2023
Dodging the Data Bottleneck: Automatic Subtitling with Automatically Segmented ST Corpora
AACL 2022
Does Simultaneous Speech Translation need Simultaneous Models?
EMNLP 2022
Efficient yet Competitive Speech Translation: FBK@IWSLT2022
ACL 2022
Over-Generation Cannot Be Rewarded: Length-Adaptive Average Lagging for Simultaneous Speech Translation
NAACL 2022
Dealing with training and test segmentation mismatch: FBK@IWSLT2021
ACL 2021
Speechformer: Reducing Information Loss in Direct Speech Translation
EMNLP 2021
Mixtures of Deep Neural Experts for Automated Speech Scoring
Interspeech 2020