Matthias Sperber

28 papers · 2016–2025 · 6 venues · across top CS/AI venues

Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.

Achievements

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🗺️ Taxonomy Completionist (39) 🏃 Academic Marathon · Sprint 🌍 Conference Polyglot · Silver 🌉 Interdisciplinary Bridge · Silver 🐣 Hot Topic Early Bird

🌱 Topic Pioneer 🔬 Deep Specialist (18) 👥 Mega-Team · Legion 🤝 Dynamic Duo (14) 🌟 Keyword Trendsetter Combo (3) 🧬 Topic Evolution 🏆 Keyword Champion (4) 🧭 Keyword Pioneer 📈 Trend Setter 🔥 Unstoppable · Silver ❓ The Questioner 🚀 Conference Pioneer 💎 Century Club · Bronze 🗃️ Keyword Collector (105) ⚡ Prolific Year · Productive

Venues

ACL (11) EMNLP (7) Interspeech (4) COLING (3) NAACL (2) EACL (1)

Top co-authors

Jan Niehues (14) Alex Waibel (12) Sebastian Stüker (11) Elizabeth Salesky (7) Ondřej Bojar (5) Dávid Javorský (5) Thanh-Le Ha (5) Alexander Waibel (5) Katsuhito Sudoh (5) Matteo Negri (5)

Research topics

Natural Language Processing (18) Applications (18) Speech & Audio (16) Recognition (15) Artificial Intelligence (12) Deep Learning (12) Machine Learning (12) Learning Types · Deep Learning (9) Core AI (8) Architectures (6) Application Areas (5) Optimization & Theory (5) Learning Paradigms (4) Learning Types · Machine Learning (4) Synthesis (3)

Keywords

speech translation (17) machine translation (8) neural machine translation (5) speech recognition (4) speech-to-speech translation (4) end-to-end translation (4) end-to-end model (4) simultaneous translation (3) spoken language translation (3) multilingual translation (3) low-resource language (3) shared task evaluation (2) large language model (2) transformer architecture (2) sequence-to-sequence model (2) shared task (2) automatic speech recognition (2) low latency (2) data augmentation (1) few-shot learning (1)

Papers