3 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…
cs.LG2024
Diffusion Synthesizer for Efficient Multilingual Speech to Speech Translation
Nameer Hirschkind, Xiao Yu, Mahesh Kumar Nandwana +9
We introduce DiffuseST, a low-latency, direct speech-to-speech translation system capable of preserving the input speaker's voice zero-shot while translating from multiple source l…