2 papers
cs.LG2026
Regularized Entropy Information Adaptation with Temporal-Awareness Networks for Simultaneous Speech Translation
Joseph Liu, Nameer Hirschkind, Xiao Yu +1
Simultaneous Speech Translation (SimulST) requires balancing high translation quality with low latency. Recent work introduced REINA, a method that trains a Read/Write policy based…
cs.LG2025
REINA: Regularized Entropy Information-Based Loss for Efficient Simultaneous Speech Translation
Nameer Hirschkind, Joseph Liu, Xiao Yu +1
Simultaneous Speech Translation (SimulST) systems stream in audio while simultaneously emitting translated text or speech. Such systems face the significant challenge of balancing…