Dual-decoder Transformer for Joint Automatic Speech Recognition and Multilingual Speech Translation

Hang Le
Hang Le
Juan Pino
Juan Pino
Changhan Wang
Changhan Wang

COLING, pp. 3520-3533, 2020.

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Abstract:

We introduce dual-decoder Transformer, a new model architecture that jointly performs automatic speech recognition (ASR) and multilingual speech translation (ST). Our models are based on the original Transformer architecture (Vaswani et al., 2017) but consist of two decoders, each responsible for one task (ASR or ST). Our major contribu...More

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