P4: real mask chain in FramedDetector (level-tracker + accumulator + live-calibrated LUT), t1kq err 0.5dB
Replace empirical PCHIP detector with live-calibrated mask chain from FUN_180529fe0: level = am*res*scale; track += w*(level-track) (per-bin attack/release weights extracted from RT snapshot, rt_weights.hpp); acc = (level-track)+level; mask = (1/(1+K*acc))^n (K=9.8026 n=0.25966 fitted to live mask band0). min-combine. Results (N=2048 hop=512): t1kq single-band err +0.51 dB (-14.47 vs -14.98 dB ref); comb 4-band per-tone -3.4..+5.8 dB (old PCHIP over-cut comb ~6 dB). Adds framed_test harness for C++ FramedDetector eval on tone1kq/comb.
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@@ -7,16 +7,17 @@ struct DetectorBand {
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float fc; // band center freq (Hz)
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float q; // resonance Q
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float sens; // XML sens (dB); internal sens_stored = sens * 2.054
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float level_scale = 1.0f; // calibration: level = am * res * level_scale
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};
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// FramedDetector — C++ port of framed_render.py (Phase 5 pilot, mean=0.175 dB).
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// Multi-band: each active band contributes gain_k = (1-C_k)*res_k^rp,
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// final mask = min over bands (max suppression).
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// res_k[f] = |2B(z)/A(z)| (twin resonance, sens-scaled GAIN)
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// am = 2|X_k|/wsum (smoothed per-bin amplitude)
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// xv_k = log10(am / res_k)
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// C_k = G_FIT*LUT(xv_k) + W_FIT*warp(f)^A_FIT
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// gain_k = max(1-C_k, eps) * res_k^(rp0*Q_k^drp)
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// FramedDetector — C++ port of the real soothe mask chain (FUN_180529fe0).
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// Per band, per bin:
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// level_k = am_k * res_k (twin resonance x smoothed amplitude)
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// track += w_k * (level - track) (per-bin level tracker, attack/release
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// weights w from live capture rt_weights)
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// acc_k = 2*level_k - track_k (accumulator, live peak ~10.08 at tone)
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// mask_k = LUT(acc_k) (fitted mask curve from live capture)
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// final mask = min over bands (max suppression), like soothe's band combine.
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class FramedDetector {
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public:
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FramedDetector(size_t nfft, float sample_rate);
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@@ -35,5 +36,5 @@ private:
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std::vector<std::vector<float>> res_; // per band, per bin |2B/A|
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std::vector<float> warp_; // per-bin warp tilt
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std::vector<float> am_; // smoothed per-bin amplitude
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std::vector<float> rp_; // per-band res power
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std::vector<std::vector<float>> track_; // per band, per bin level tracker
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};
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