35 citations · 52 across the 13 of their papers we have counts for
Showing 2022Show all
3 papers · 1 filter
cs.CL2022
Scaling Up Deliberation for Multilingual ASR
Ke Hu, Bo Li, Tara N. Sainath
Multilingual end-to-end automatic speech recognition models are attractive due to its simplicity in training and deployment. Recent work on large-scale training of such models has…
cs.CL2022
Improving Deliberation by Text-Only and Semi-Supervised Training
Ke Hu, Tara N. Sainath, Yanzhang He +4
Text-only and semi-supervised training based on audio-only data has gained popularity recently due to the wide availability of unlabeled text and speech data. In this work, we prop…
cs.CL2022
Streaming Align-Refine for Non-autoregressive Deliberation
Weiran Wang, Ke Hu, Tara N. Sainath
We propose a streaming non-autoregressive (non-AR) decoding algorithm to deliberate the hypothesis alignment of a streaming RNN-T model. Our algorithm facilitates a simple greedy d…