2 papers
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.CL2025
Delayed Fusion: Integrating Large Language Models into First-Pass Decoding in End-to-end Speech Recognition
Takaaki Hori, Martin Kocour, Adnan Haider +2
This paper presents an efficient decoding approach for end-to-end automatic speech recognition (E2E-ASR) with large language models (LLMs). Although shallow fusion is the most comm…