Papers by Viet Anh Khoa Tran
Does Joint Training Really Help Cascaded Speech Translation? (2022.emnlp-main)
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| Challenge: | Currently, in speech translation, the straightforward approach delivers state-of-the-art results, but fundamental challenges such as error propagation remain. |
| Approach: | They propose to combine a cascaded recognition system with a machine translation system to improve cascade speech translation. |
| Outcome: | The proposed methods can improve cascaded speech translation and suggest alternative training methods. |