The Role of Disfluencies in Speech Translation

arXiv:2608.02138 · cs.CL · Submitted 2026-08-03 · Read on arXiv

Maike Züfle, Maria Teleki, Fabian Retkowski, Vilém Zouhar, Oliver Grabner, Alexander Waibel, James Caverlee, Jan Niehues

cs.CL

Submitted: 2026-08-03

License: http://arxiv.org/licenses/nonexclusive-distrib/1.0/

Terminology

Benchmark — 16× in this paper · explained in 2 episodes
LLM judge — 9× in this paper · explained in 2 episodes
In-Context Learning — 5× in this paper · explained in 7 episodes
Accuracy — 4× in this paper · explained in 1 episode
LLM-as-a-Judge — 4× in this paper · explained in 4 episodes
Cosine Similarity — 3× in this paper · explained in 3 episodes
Failure Modes — 3× in this paper · explained in 3 episodes
Papers — 3× in this paper · explained in 3 episodes
Robustness — 3× in this paper · explained in 6 episodes
Generative AI — 2× in this paper · explained in 2 episodes
Ablation — 1× in this paper · explained in 1 episode
Adam — 1× in this paper · explained in 3 episodes
Automatic Speech Recognition (ASR) — 1× in this paper · explained in 2 episodes
Consistency — 1× in this paper · explained in 3 episodes
Embeddings — 1× in this paper · explained in 2 episodes
Error Taxonomy — 1× in this paper · explained in 3 episodes
Evaluation Protocol — 1× in this paper · explained in 2 episodes
Fidelity — 1× in this paper · explained in 2 episodes
Spoken Language Technology Workshop — 1× in this paper

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