k_filter改回nn.Parameter以匹配R3MOE检查点的结构 - #3
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旧代 ckpt（2026-04-28 前）k_filter 为 nn.Parameter 平铺键 'k_filter'， 新代为 nn.Embedding 键 'k_filter.weight'（官方 0508 已核实为后者）。 该头仅在传 spk_id 时参与前向，DiffSinger binarize 走 infer(mel) 恒不传， 故统一剔除、其余键仍严格校验（unexpected 必空、missing 仅容 k_filter*）。 替代 PR #3 的结构回退方案（该方案会反向弄坏新代 ckpt 加载，且对旧代 权重套用新代 sigmoid 变换、校准语义错位——虽属死代码仍不宜保留）。
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