Speech-to-Speech Translation (en2fra) on CVSS-C
28.27BLEUS2T+TTS
Evaluation results
| Method | Links | |
|---|---|---|
| S2T+TTSSystem=Cascaded2026.01 | 28.27 | |
| Chain of ModalitySystem=End-to-end, Optimization Stage=After DPO, Back-translation Evaluation Metric=BLEU2026.01 | 25.12 | |
| Chain of ModalitySystem=End-to-end, Optimization Stage=After DPO, Back-translation Evaluation Metric=METEOR2026.01 | 25.04 | |
| Chain of ModalitySystem=End-to-end, Optimization Stage=Before DPO2026.01 | 24.2 | |
| Tri-Task LearningSystem=End-to-end, Optimization Stage=After DPO, Back-translation Evaluation Metric=BLEU2026.01 | 20.96 | |
| Tri-Task LearningSystem=End-to-end, Optimization Stage=After DPO, Back-translation Evaluation Metric=METEOR2026.01 | 20.71 | |
| VanillaSystem=End-to-end, Optimization Stage=After DPO, Back-translation Evaluation Metric=METEOR2026.01 | 19.33 | |
| Tri-Task LearningSystem=End-to-end, Optimization Stage=Before DPO2026.01 | 18.68 | |
| VanillaSystem=End-to-end, Optimization Stage=After DPO, Back-translation Evaluation Metric=BLEU2026.01 | 17.93 | |
| VanillaSystem=End-to-end, Optimization Stage=Before DPO2026.01 | 14.65 |