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temporal masking #116

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Jun 21, 2024
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22 changes: 19 additions & 3 deletions cpp/zimt/fourier_bank.cc
Original file line number Diff line number Diff line change
Expand Up @@ -52,13 +52,15 @@ float Loudness(int k, float val) {
{ 0.354, -3.5, 12.3, }, // 12500
};
const float *vals = &pars[k / 5][0];
val *= (70.0 + vals[1]) * (1.0 / 65.0);
static float constant1 = 33.13457678814273;
static float constant2 = 27.720606627666342;
val *= (constant1 + vals[1]) * (1.0 / constant2);
return val;
}

float SimpleDb(float energy) {
// ideally 78.3 db
static const float full_scale_sine_db = 75.27901963526045;
static const float full_scale_sine_db = 77.47500423191678;
static const float exp_full_scale_sine_db = exp(full_scale_sine_db);
// epsilon, but the biggest one you saw (~4.95e23)
static const float epsilon = 1.0033294789821357e-09 * exp_full_scale_sine_db;
Expand All @@ -73,7 +75,7 @@ void FinalizeDb(hwy::AlignedNDArray<float, 2>& channels, float mul,
static const double octaves_in_20_to_20000 = log(20000/20.)/log(2);
static const double octaves_per_rot =
octaves_in_20_to_20000 / float(kNumRotators - 1);
static const double masker_step_per_octave_up_0 = 15.892019717473835;
static const double masker_step_per_octave_up_0 = 15.795427054351489;
static const double masker_step_per_octave_up_1 = 21.852019717473834;
static const double masker_step_per_octave_up_2 = 20.79201971747383;
static const double masker_step_per_rot_up_0 = octaves_per_rot * masker_step_per_octave_up_0;
Expand Down Expand Up @@ -141,6 +143,20 @@ void FinalizeDb(hwy::AlignedNDArray<float, 2>& channels, float mul,
for (int k = 0; k < kNumRotators; ++k) {
channels[{out_ix}][k] = Loudness(k, channels[{out_ix}][k]);
}
// temporal masker
if (out_ix >= 3) {
for (int k = 0; k < kNumRotators; ++k) {
static const float temporal_masker0 = 0.1387454636244773;
channels[{out_ix}][k] -=
temporal_masker0 * (channels[{out_ix - 1}][k] - channels[{out_ix}][k]);
static const float temporal_masker1 = 0.08715440670406614;
channels[{out_ix}][k] -=
temporal_masker1 * (channels[{out_ix - 2}][k] - channels[{out_ix}][k]);
static const float temporal_masker2 = -0.03785233735225447;
channels[{out_ix}][k] -=
temporal_masker2 * (channels[{out_ix - 3}][k] - channels[{out_ix}][k]);
}
}
}

void Rotators::FilterAndDownsample(hwy::Span<const float> signal,
Expand Down
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