Improving Rare Word Recognition with LM-aware MWER Training

Weiran Wang, Tongzhou Chen, Tara N. Sainath +10

Language models (LMs) significantly improve the recognition accuracy of end-to-end (E2E) models on words rarely seen during training, when used in either the shallow fusion or the…