CoVoST
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Speech Translation | CoVoST-2 (test) | Avg BLEU (15 Dir)38 | 46 | |
| Speech-to-text Translation | CoVoST low-resource X-to-En 2 (test) | BLEU (Avg)25.2 | 24 | |
| Speech Translation | CoVoST-2 X-En (test) | De Performance43.4 | 22 | |
| Speech-to-Text Translation | CoVoST2 zh-en | BLEU35.21 | 17 | |
| Speech-to-text translation | CoVoST | Average BLEU38.2 | 14 | |
| Speech Translation | CoVost2 en2zh | BLEU42.86 | 14 | |
| Speech Translation | CoVoST2 ja→en | BLEU26.46 | 13 | |
| Speech-to-Text Translation | CoVoST2 en-zh | BLEU55.22 | 13 | |
| Speech Translation | CoVoST2 en-zh (test) | COMET Score82 | 12 | |
| Speech-to-speech translation | CoVOST-2 Es->En (test) | ASR-BLEU37.2 | 10 | |
| English-to-X Speech-to-text translation | CoVoST 2 | COMET Score (Tr)78.85 | 8 | |
| Speech Translation | CoVoST 2 | BLEU33.87 | 8 | |
| Speech Translation | CoVoST 2 EN→X | BLEU0.3338 | 8 | |
| Speech Translation | CoVoST X→EN 2 | BLEU26.98 | 8 | |
| Speech-to-Text Translation | CoVoST2 fr-en | BLEU38.5 | 8 | |
| Speech Translation | CoVoST Fr-En (Clean TTS) 2 | BLEU32.3 | 7 | |
| Speech Translation | CoVoST 2 Fr-En Morpheus adversarial | BLEU25.2 | 7 | |
| Speech Translation | CoVoST En-Ar (Clean TTS) 2 | BLEU19.5 | 7 | |
| Speech Translation | CoVoST 2 En-Ar Morpheus adversarial | BLEU15.4 | 7 | |
| Speech Translation | CoVoST 2 En-Ca Clean TTS | BLEU34.6 | 7 | |
| Speech Translation | CoVoST 2 En-Ca (Morpheus adversarial) | BLEU Score26.1 | 7 | |
| Speech Translation | CoVoST 2 En-De (Clean TTS) | BLEU26.7 | 7 | |
| Speech Translation | CoVoST 2 En-De Morpheus adversarial | BLEU19.9 | 7 | |
| Speech Translation | CoVOST En-X 2 (test) | BLEU (Ar)25.7 | 7 | |
| Automatic Speech Recognition | CoVoST-2 En-Es v1.0 (test) | chrF64.2 | 7 |
Showing 25 of 44 rows