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07/07/2023
Token-Level Serialized Output Training for Joint Streaming ASR and ST Leveraging Textual Alignments
In real-world applications, users often require both translations and tr...
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05/19/2023
AlignAtt: Using Attention-based Audio-Translation Alignments as a Guide for Simultaneous Speech Translation
Attention is the core mechanism of today's most used architectures for n...
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03/28/2023
Reproducibility is Nothing without Correctness: The Importance of Testing Code in NLP
Despite its pivotal role in research experiments, code correctness is of...
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12/15/2022
Attention as a guide for Simultaneous Speech Translation
The study of the attention mechanism has sparked interest in many fields...
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10/21/2022
Joint Speech Translation and Named Entity Recognition
Modern automatic translation systems aim at place the human at the cente...
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09/27/2022
Direct Speech Translation for Automatic Subtitling
Automatic subtitling is the task of automatically translating the speech...
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09/21/2022
Dodging the Data Bottleneck: Automatic Subtitling with Automatically Segmented ST Corpora
Speech translation for subtitling (SubST) is the task of automatically t...
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06/12/2022
Over-Generation Cannot Be Rewarded: Length-Adaptive Average Lagging for Simultaneous Speech Translation
Simultaneous speech translation (SimulST) systems aim at generating thei...
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05/05/2022
Efficient yet Competitive Speech Translation: FBK@IWSLT2022
The primary goal of this FBK's systems submission to the IWSLT 2022 offl...
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04/08/2022
Does Simultaneous Speech Translation need Simultaneous Models?
In simultaneous speech translation (SimulST), finding the best trade-off...
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10/31/2021
Visualization: the missing factor in Simultaneous Speech Translation
Simultaneous speech translation (SimulST) is the task in which output ge...
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09/09/2021
Speechformer: Reducing Information Loss in Direct Speech Translation
Transformer-based models have gained increasing popularity achieving sta...
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07/19/2021
Simultaneous Speech Translation for Live Subtitling: from Delay to Display
With the increased audiovisualisation of communication, the need for liv...
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06/23/2021
Dealing with training and test segmentation mismatch: FBK@IWSLT2021
This paper describes FBK's system submission to the IWSLT 2021 Offline S...
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06/23/2021