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Shared-Probe Priors for Diagnosing and Guarding Against Expert-Routing Collapse in Multilingual ASR

Version 1 (Latest)
May 25, 2026 18:11
Shared-Probe Priors for Diagnosing and Guarding Against Expert-Routing Collapse in Multilingual ASR
Language-specific LoRA experts make multilingual ASR parameter-efficient, but they also turn language choice into a latent inference-time decision when labels are absent or unreliable. We study this decision as a …
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