Condition attention pooling on state that can separate the labels
A cross-attention pooler over fused audio tokens is only a plausible routing improvement when its query contains causal state that distinguishes sibling actions. Test it first as a matched frozen-backbone ablation against simple final-token pooling. If the query is effectively on…