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ELITR Non-Native Speech Translation at IWSLT 2020

机译:2020年IWSLT的精英非母语演讲翻译

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This paper is an ELITR system submission for the non-native speech translation task at IWSLT 2020. We describe systems for offline ASR, real-time ASR, and our cascaded approach to offline SLT and real-time SLT. We select our primary candidates from a pool of pre-existing systems, develop a new end-to-end general ASR system, and a hybrid ASR trained on non-native speech. The provided small validation set prevents us from carrying out a complex validation, but we submit all the unselected candidates for contrastive evaluation on the test set.
机译:本文是针对IWSLT 2020上的非本地语音翻译任务的ELITR系统提交。我们描述了离线ASR,实时ASR以及我们对离线SLT和实时SLT的级联方法的系统。我们从现有的系统中选择主要候选人,开发新的端到端通用ASR系统,以及在非本地语音训练下的混合ASR。提供的小型验证集阻止我们进行复杂的验证,但是我们将所有未选择的候选对象提交给测试集以进行对比评估。

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