Listen, Think, Transcribe: Continuous Latent Test-Time Scaling for ASR

Ho Lam Chung, Yiming Chen, Dau-Cheng Lyu +2

End-to-end ASR models transcribe in a single pass, leaving no room for the decoder to revisit hard inputs. We propose LatentASR, a parameter-efficient method that adds continuous l…