Speech Translation on FLEURS Vi-En wav2vec2-base ASR transcripts (test)
23.65BLEUreal noisy only
Evaluation results
| Method | Links | ||
|---|---|---|---|
| real noisy onlyText-only=true, LLM-independent=false2026.06 | 23.65 | 0.78 | |
| PiDA onlyText-only=true, LLM-independent=true2026.06 | 23.43 | 0.77 | |
| clean & PiDAText-only=true, LLM-independent=true2026.06 | 23.18 | 0.77 | |
| clean & real noisyText-only=true, LLM-independent=false2026.06 | 22.96 | 0.76 | |
| clean & MEDSAGEText-only=true, LLM-independent=false2026.06 | 22.88 | 0.77 | |
| clean & freq-based subsText-only=true, LLM-independent=true2026.06 | 22.77 | 0.77 | |
| freq-based subs onlyText-only=true, LLM-independent=true2026.06 | 22.52 | 0.78 | |
| MEDSAGE onlyText-only=true, LLM-independent=false2026.06 | 22.48 | 0.78 | |
| clean pairs (baseline)Text-only=true, LLM-independent=true2026.06 | 22.4 | 0.75 | |
| No fine-tuningText-only=false, LLM-independent=false2026.06 | 22.15 | 0.73 |