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This paper presents a certification-inspired mechanism for automatic speech recognition that uses a dual-gate diagnostic pipeline (Two-Sided Atomic Audit and Rank-Based Tournament) to provide certified robustness and achieve up to a 55% relative reduction in word error rate across diverse architectures.