For direct-audio tool-selection feasibility studies, report performance by independent
For direct-audio tool-selection feasibility studies, report performance by independent calls, not by generated option variants. A silenced-audio ablation can show reliance on waveform input, but it does not establish robust generalization; keep a locked call-level test, audit the…