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ResearchFormerly WizWand

Speech Translation on MuST-C en-de (dev)

26.92BLEUAIPA
22.115223.362624.6125.8574Sep 9, 2021Feb 25, 2022Aug 14, 2022Jan 30, 2023Jul 19, 2023Jan 4, 2024Jun 22, 2024
Updated 8mo ago

Evaluation results

MethodLinks
AIPABackbone=Enc-Dec, Augmentation=SpecAugment, Objective=All COS2024.0626.92
AIPABackbone=Enc-Dec, Augmentation=SpecAugment, Objective=Both COS2024.0626.79
AIPABackbone=Enc-Dec, Augmentation=SpecAugment, Auxiliary=PAE2024.0626.69
BaselineBackbone=Enc-Dec, Augmentation=SpecAugment, Auxiliary=PAE2024.0626.62
AIPABackbone=Enc-Dec, Augmentation=SpecAugment, Auxiliary=InterCTC2024.0626.48
BaselineBackbone=Enc-Dec, Augmentation=SpecAugment, Auxiliary=InterCTC2024.0626.35
AIPABackbone=Enc-Dec, Augmentation=SpecAugment, Objective=CE COS2024.0626.13
AIPABackbone=Enc-Dec, Augmentation=SpecAugment, Objective=CTC COS2024.0626.04
AIPABackbone=Enc-Dec, Augmentation=SpecAugment2024.0625.85
BaselineBackbone=Enc-Dec, Augmentation=SpecAugment2024.0625.42
SpeechformerInference Time=1.3x2021.0923.3
Plain ConvAttentionInference Time=1.8x2021.0923.1
Our baselineInference Time=1.0x2021.0922.5
+ compressionInference Time=0.9x2021.0922.3