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cs.CL2023★ 18 cited
Improving Speech Translation by Cross-Modal Multi-Grained Contrastive Learning
Hao Zhang, Nianwen Si, Yaqi Chen +4
The end-to-end speech translation (E2E-ST) model has gradually become a mainstream paradigm due to its low latency and less error propagation. However, it is non-trivial to train s…
cs.CL2023
Decouple Non-parametric Knowledge Distillation For End-to-end Speech Translation
Hao Zhang, Nianwen Si, Yaqi Chen +4
Existing techniques often attempt to make knowledge transfer from a powerful machine translation (MT) to speech translation (ST) model with some elaborate techniques, which often r…