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CoVoST

Benchmarks

Task NameDataset NameSOTA ResultTrend
Speech TranslationCoVoST-2 (test)
Avg BLEU (15 Dir)38
46
Speech-to-text TranslationCoVoST low-resource X-to-En 2 (test)
BLEU (Avg)25.2
24
Speech TranslationCoVoST-2 X-En (test)
Fr Performance44.8
20
Speech TranslationCoVoST2 ja→en
BLEU26.46
13
Speech TranslationCoVoST2 en-zh (test)
COMET Score82
12
Speech-to-speech translationCoVOST-2 Es->En (test)
ASR-BLEU37.2
10
Speech TranslationCoVoST 2 EN→X
BLEU0.3338
8
Speech TranslationCoVoST X→EN 2
BLEU26.98
8
Speech-to-Text TranslationCoVoST2 fr-en
BLEU38.5
8
Speech TranslationCoVoST Fr-En (Clean TTS) 2
BLEU32.3
7
Speech TranslationCoVoST 2 Fr-En Morpheus adversarial
BLEU25.2
7
Speech TranslationCoVoST En-Ar (Clean TTS) 2
BLEU19.5
7
Speech TranslationCoVoST 2 En-Ar Morpheus adversarial
BLEU15.4
7
Speech TranslationCoVoST 2 En-Ca Clean TTS
BLEU34.6
7
Speech TranslationCoVoST 2 En-Ca (Morpheus adversarial)
BLEU Score26.1
7
Speech TranslationCoVoST 2 En-De (Clean TTS)
BLEU26.7
7
Speech TranslationCoVoST 2 En-De Morpheus adversarial
BLEU19.9
7
Speech TranslationCoVOST En-X 2 (test)
BLEU (Ar)25.7
7
Automatic Speech RecognitionCoVoST-2 En-Es v1.0 (test)
chrF64.2
7
X-to-English Speech-to-text translationCoVoST v2 (test)
Fr -> En Score35.7
7
Speech TranslationCoVoST 2 En-Ar (Original)
BLEU16.2
6
Speech TranslationCoVoST 2 En-Ca (Original)
BLEU28.2
6
Speech TranslationCoVOST En-Sl 2 (test)
chrF2 Score0.426
4
Speech TranslationCoVOST En-Cy 2 (test)
chrF251.5
4
Speech TranslationCoVOST 2 (En-Tr) (test)
chrF239.7
4
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