Parallel Rescoring with Transformer for Streaming On-Device Speech Recognition

30 Aug 2020 Wei Li James Qin Chung-Cheng Chiu Ruoming Pang Yanzhang He

Recent advances of end-to-end models have outperformed conventional models through employing a two-pass model. The two-pass model provides better speed-quality trade-offs for on-device speech recognition, where a 1st-pass model generates hypotheses in a streaming fashion, and a 2nd-pass model re-scores the hypotheses with full audio sequence context... (read more)

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