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cs.SD2022★ 2 cited
Joint Pre-Training with Speech and Bilingual Text for Direct Speech to Speech Translation
Kun Wei, Long Zhou, Ziqiang Zhang +5
Direct speech-to-speech translation (S2ST) is an attractive research topic with many advantages compared to cascaded S2ST. However, direct S2ST suffers from the data scarcity probl…
cs.SD2022
Pre-Training Transformer Decoder for End-to-End ASR Model with Unpaired Speech Data
Junyi Ao, Ziqiang Zhang, Long Zhou +7
This paper studies a novel pre-training technique with unpaired speech data, Speech2C, for encoder-decoder based automatic speech recognition (ASR). Within a multi-task learning fr…