Matthias Sperber
28 papers · 2016–2025 · 6 conferences · across top CS/AI conferences
Achievements
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🗺️ Taxonomy Completionist (10) 🧭 Keyword Pioneer 🌉 Interdisciplinary Bridge 🌈 Renaissance Researcher (5) 🌍 Conference Polyglot (6)
🏃
Academic Marathon
(9)
🐣
Hot Topic Early Bird
🐝
Cross-Pollinator
(4)
👥
Mega-Team
(62)
🤝
Dynamic Duo
(14)
🧬
Topic Evolution
🌱
Topic Pioneer
🔬
Deep Specialist
(16)
🗃️
Keyword Collector
(107)
❓
The Questioner
⚡
Prolific Year
(5)
🚀
Conference Pioneer
📈
Trend Setter
💎
Century Club
(28)
🔥
Unstoppable
(10)
Conferences
ACL (11)
EMNLP (7)
INTERSPEECH (4)
COLING (3)
NAACL (2)
EACL (1)
Top co-authors
Keywords
speech translation
(17)
machine translation
(8)
neural machine translation
(5)
speech recognition
(4)
end-to-end model
(4)
spoken language translation
(3)
speech-to-speech translation
(3)
end-to-end translation
(3)
low-resource language
(3)
simultaneous translation
(3)
multilingual translation
(3)
shared task evaluation
(2)
large language model
(2)
transformer architecture
(2)
speech to speech translation
(2)
sequence-to-sequence model
(2)
shared task
(2)
automatic speech recognition
(2)
low latency
(2)
data augmentation
(1)
Papers
Toward Machine Interpreting: Lessons from Human Interpreting Studies
EMNLP 2025
Findings of the IWSLT 2025 Evaluation Campaign
ACL 2025
FINDINGS OF THE IWSLT 2024 EVALUATION CAMPAIGN
ACL 2024
Evaluating the IWSLT2023 Speech Translation Tasks: Human Annotations, Automatic Metrics, and Segmentation
COLING 2024
Speech Is More than Words: Do Speech-to-Text Translation Systems Leverage Prosody?
EMNLP 2024
Joint Speech Transcription and Translation: Pseudo-Labeling with Out-of-Distribution Data
ACL 2023
Automating Behavioral Testing in Machine Translation
EMNLP 2023
Towards Real-World Streaming Speech Translation for Code-Switched Speech
EMNLP 2023
FINDINGS OF THE IWSLT 2023 EVALUATION CAMPAIGN
ACL 2023
Findings of the IWSLT 2022 Evaluation Campaign
ACL 2022
End-to-End Speech Translation for Code Switched Speech
ACL 2022
Streaming Models for Joint Speech Recognition and Translation
EACL 2021
Variational Neural Machine Translation with Normalizing Flows
ACL 2020
Speech Translation and the End-to-End Promise: Taking Stock of Where We Are
ACL 2020
Fluent Translations from Disfluent Speech in End-to-End Speech Translation
NAACL 2019
Exploring Phoneme-Level Speech Representations for End-to-End Speech Translation
ACL 2019
Paraphrases as Foreign Languages in Multilingual Neural Machine Translation
ACL 2019
Self-Attentional Models for Lattice Inputs
ACL 2019
KIT’s IWSLT 2018 SLT Translation System
EMNLP 2018
KIT Lecture Translator: Multilingual Speech Translation with One-Shot Learning
COLING 2018
Low-Latency Neural Speech Translation
INTERSPEECH 2018
Self-Attentional Acoustic Models
INTERSPEECH 2018
Massively Parallel Cross-Lingual Learning in Low-Resource Target Language Translation
EMNLP 2018
Comparison of Decoding Strategies for CTC Acoustic Models
INTERSPEECH 2017
Neural Lattice-to-Sequence Models for Uncertain Inputs
EMNLP 2017
Lecture Translator - Speech translation framework for simultaneous lecture translation
NAACL 2016
Lightly Supervised Quality Estimation
COLING 2016
Dynamic Transcription for Low-Latency Speech Translation
INTERSPEECH 2016