Preprint
Jul 2026
Listen, Think, Transcribe: Continuous Latent Test-Time Scaling for ASR
The results show that a small, carefully chosen activation set can switch on test-time scaling inside a frozen ASR model without corrupting the model itself, converting fixed per-utterance compute into input-dependent compute where it is most needed.
Ho-Lam Chung, Yiming Chen, Dau-Cheng Lyu et al.
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