New Method Reduces Computational Cost of Simultaneous Speech Translation
Researchers propose hierarchical policy optimization to improve simultaneous speech translation (SST) efficiency. The method leverages LLM KV cache reuse, reducing computational overhead without requiring extensive dialogue annotations.