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How Hackable Is Your Speech Quality Metric? A Corrected Protocol, a Benchmark, and What Patching Buys

arXiv cs.LG ↗ · 2026-10-09 Cached

该论文提出了一个修正的语音质量预测器可攻击性测量协议(包括正确的神经编解码器往返参照和多种子最坏情况评估),并在此基准下发现NISQA、SSL-MOS、DNSMOS和UTMOS在可攻击性上差异巨大(90%至6%),同时揭示了封闭式攻击-检测-补丁循环的局限性。

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