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Decision Attentive Regularization to Improve Simultaneous Speech Translation Systems
[article]
2022
arXiv
pre-print
Simultaneous translation systems start producing the output while processing the partial source sentence in the incoming input stream. These systems need to decide when to read more input and when to write the output. These decisions depend on the structure of source/target language and the information contained in the partial input sequence. Hence, read/write decision policy remains the same across different input modalities, i.e., speech and text. This motivates us to leverage the text
arXiv:2110.15729v2
fatcat:y3jmt645lrdxlhhpcmdeszpmga