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Speech Translation on MuST-C EN-ES (tst-COMMON)

31BLEUJT Proposed
20.49623.22325.9528.677Jul 12, 2021Jul 21, 2021Jul 31, 2021Aug 10, 2021Aug 20, 2021Aug 30, 2021Sep 9, 2021

Evaluation results

MethodLinks
JT Proposed#pars(m)=76, Cross-Attentive Regularization=true, Online Knowledge Distillation=true2021.0731
JT-S-MT + CARCross-Attentive Regularization=true2021.0730.4
JT-S-MT2021.0729.7
JT-S-ASR2021.0729.4
JT#pars(m)=762021.0729
SpeechformerInference Time=1.3x2021.0928.5
ST#pars(m)=762021.0728.1
Inaguma et al.2021.0728
Inaguma et al.2021.0928
Our baselineInference Time=1.0x2021.0927.9
+ compressionInference Time=0.9x2021.0927.9
Plain ConvAttentionInference Time=1.8x2021.0927.7
Wang et al.2021.0927.2
Gangi et al.#pars(m)=302021.0720.9