Transformer Feature-Fusion for IQ+FFT

For each signal, compute FFT magnitude (256
bins), pooled to W bands; repeat across T and concatenate
with I/Q: xt ∈ R
2+W . Model. 2-layer Transformer encoder,
mean-pooled, linear head. Metrics. Macro-AUROC and latency (batch=1, CPU).