Speech Translation on FLEURS Vi-En (PhoWhisper-large ASR transcripts, test)
28.29BLEUclean & PiDA
Evaluation results
| Method | Links | ||
|---|---|---|---|
| clean & PiDAText-only=true, LLM-independent=true2026.06 | 28.29 | 82 | |
| PiDA onlyText-only=true, LLM-independent=true2026.06 | 28.19 | 82 | |
| real noisy onlyText-only=true, LLM-independent=false2026.06 | 28.06 | 83 | |
| freq-based subs onlyText-only=true, LLM-independent=true2026.06 | 27.46 | 82 | |
| clean & freq-based subsText-only=true, LLM-independent=true2026.06 | 27.45 | 81 | |
| clean & real noisyText-only=true, LLM-independent=false2026.06 | 27.43 | 82 | |
| clean & MEDSAGEText-only=true, LLM-independent=false2026.06 | 26.68 | 82 | |
| MEDSAGE onlyText-only=true, LLM-independent=false2026.06 | 26.43 | 82 | |
| clean pairs (baseline)Text-only=true, LLM-independent=true2026.06 | 26.25 | 81 | |
| No fine-tuningText-only=false, LLM-independent=false2026.06 | 23.73 | 80 |