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cs.LG2026
Revisiting ASR Error Correction with Specialized Models
Zijin Gu, Tatiana Likhomanenko, He Bai +3
Language models play a central role in automatic speech recognition (ASR), yet most methods rely on text-only models unaware of ASR error patterns. Recently, large language models…
cs.LG2024
Focused Discriminative Training For Streaming CTC-Trained Automatic Speech Recognition Models
Adnan Haider, Xingyu Na, Erik McDermott +3
This paper introduces a novel training framework called Focused Discriminative Training (FDT) to further improve streaming word-piece end-to-end (E2E) automatic speech recognition…