From a93374459c320a4ca80c23a9f78c8f1b0450a648 Mon Sep 17 00:00:00 2001 From: Jyrki Alakuijala Date: Tue, 9 Jul 2024 10:53:59 +0200 Subject: [PATCH] quality fix after something likely went wrong in previous comment git clumsiness |Score type |MSE |Min score |Max score |Mean score | |-----------|------------------|------------------|------------------|------------------| |Zimtohrli |0.072654586073989 |0.619257037510440 |0.814288552764735 |0.737622587952872 | |ViSQOL |0.115330916105424 |0.520833375452983 |0.801480831107469 |0.675101633981268 | |2f |0.129541391104905 |0.484687555319526 |0.797475783883375 |0.661870345773127 | |PESQ |0.147425552045669 |0.342342966279351 |0.841271127756762 |0.647128996775172 | |CDPAM |0.153471222942756 |0.441558428344727 |0.728779141125759 |0.620699318941738 | |PARLAQ |0.185057687192323 |0.445261140223642 |0.784370761057963 |0.587162756572532 | |AQUA |0.223207996944378 |0.331645933512413 |0.739286336419790 |0.547804951221731 | |PEAQB |0.225217321572038 |0.278744167467764 |0.851011116004117 |0.553935720513487 | |DPAM |0.315810440183130 |0.186717781679534 |0.690564701717118 |0.460415212267967 | |WARP-Q |0.339686211572685 |0.067600137543649 |0.777119464646524 |0.475793617709890 | |GVPMOS |0.412937133868407 |0.006851162794410 |0.783946603687895 |0.412912222208318 | --- cpp/zimt/fourier_bank.cc | 59 ++++++++++++++++++++++++--------------- cpp/zimt/nsim.cc | 4 +-- go/goohrli/goohrli.a | Bin 20196562 -> 20198458 bytes 3 files changed, 39 insertions(+), 24 deletions(-) diff --git a/cpp/zimt/fourier_bank.cc b/cpp/zimt/fourier_bank.cc index 3123852..fa41218 100644 --- a/cpp/zimt/fourier_bank.cc +++ b/cpp/zimt/fourier_bank.cc @@ -73,6 +73,11 @@ float SimpleDb(float energy) { void FinalizeDb(hwy::AlignedNDArray& channels, float mul, size_t out_ix) { + float masker_down[kNumRotators]; + for (int k = 0; k < kNumRotators; ++k) { + float v = SimpleDb(mul * channels[{out_ix}][k]); + channels[{out_ix}][k] = Loudness(k, v); + } double masker = 0.0; static const double octaves_in_20_to_20000 = log(20000/20.)/log(2); static const double octaves_per_rot = @@ -100,19 +105,18 @@ void FinalizeDb(hwy::AlignedNDArray& channels, float mul, static const float temporal0 = 0.09979167061501665; static const float temporal1 = 0.14429505133534495; static const float temporal2 = 0.009228598592129168; - static float weightp = 0.1792443302507868; - static float weightm = 0.7954490998745948; + static const float weightp = 0.1792443302507868; + static const float weightm = 0.7954490998745948; - static float mask_k = 0.08709005149742773; + static const float mask_k = 0.08709005149742773; // Scan frequencies from bottom to top, let lower frequencies to mask higher frequencies. // 'masker' maintains the masking envelope from one bin to next. - static const float temporal_masker0 = 0.13104546362447728; - static const float temporal_masker1 = 0.09719740670406614; - static const float temporal_masker2 = -0.03085233735225447; - for (int k = 0; k < kNumRotators; ++k) { - float v = SimpleDb(mul * channels[{out_ix}][k]); + float v = channels[{out_ix}][k]; + if (out_ix != 0) { + v = (1.0 - mask_k) * v + mask_k * channels[{out_ix - 1}][k]; + } if (v < min_limit) { v = min_limit; } @@ -123,12 +127,10 @@ void FinalizeDb(hwy::AlignedNDArray& channels, float mul, if (masker < v2) { masker = v2; } - float mask = masker - masker_gap_up; - + float mask = fraction_up * masker - masker_gap_up; if (v < mask) { v = maskingStrengthUp * mask + (1.0 - maskingStrengthUp) * v; } - channels[{out_ix}][k] = v; if (3 * k < kNumRotators) { masker -= masker_step_per_rot_up_0; @@ -143,6 +145,9 @@ void FinalizeDb(hwy::AlignedNDArray& channels, float mul, masker = 0.0; for (int k = kNumRotators - 1; k >= 0; --k) { float v = channels[{out_ix}][k]; + if (out_ix != 0) { + v = (1.0 - mask_k) * v + mask_k * channels[{out_ix - 1}][k]; + } float v2 = (1 - down_blur) * v2 + down_blur * v; if (k == kNumRotators - 1) { v2 = v; @@ -150,26 +155,36 @@ void FinalizeDb(hwy::AlignedNDArray& channels, float mul, if (masker < v) { masker = v; } - float mask = masker - masker_gap_down; + float mask = fraction_down * masker - masker_gap_down; if (v < mask) { v = maskingStrengthDown * mask + (1.0 - maskingStrengthDown) * v; } channels[{out_ix}][k] = v; masker -= masker_step_per_rot_down; } - 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) { - float v0 = (channels[{out_ix - 1}][k] - channels[{out_ix}][k]); - float v1 = (channels[{out_ix - 2}][k] - channels[{out_ix}][k]); - float v2 = (channels[{out_ix - 3}][k] - channels[{out_ix}][k]); - - channels[{out_ix}][k] -= temporal_masker0 * v0 + - temporal_masker1 * v1 + - temporal_masker2 * v2; + float m = (temporal0 * channels[{out_ix - 1}][k] + + temporal1 * channels[{out_ix - 2}][k] + + temporal2 * channels[{out_ix - 3}][k]) / (temporal0 + temporal1 + temporal2); + if (m > channels[{out_ix}][k]) { + channels[{out_ix}][k] -= weightp * (m - channels[{out_ix}][k]); + } else { + channels[{out_ix}][k] -= weightm * (m - channels[{out_ix}][k]); + } + /* + // todo(jyrki): explore with this + 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]); + */ } } } diff --git a/cpp/zimt/nsim.cc b/cpp/zimt/nsim.cc index 353743c..41f5e3b 100644 --- a/cpp/zimt/nsim.cc +++ b/cpp/zimt/nsim.cc @@ -199,8 +199,8 @@ float HwyNSIM(const hwy::AlignedNDArray& a, return Mul(delta_a, delta_b); }); const Vec two = Set(d, 2.0); - const Vec C1 = Set(d, 0.17973327786546683); - const Vec C3 = Set(d, 0.18526360286546675); + const Vec C1 = Set(d, 0.19863327786546683); + const Vec C3 = Set(d, 0.17538360286546675); float nsim_sum = 0.0; const Vec num_channels_vec = Set(d, num_channels); const Vec zero = Zero(d); diff --git a/go/goohrli/goohrli.a b/go/goohrli/goohrli.a index 6fea7d5ceb60dc3dae38b4d57208cebf9175be48..88c37c9877483691c80f6cbe03ffa2f8a5ec8c06 100644 GIT binary patch delta 3698157 zcmeF4d3+Pa`}j9$k#aT#gtlM^P;P{jOHhs!5L&1ZpeRQvp zje-z`>>?rtXt~vJ$RUUkP${5>ggeKOW6X)jiOeaM^Gr_hoT!`A@t!Nj9rhOhdz`Ol=j@!Q9G}d1p#;-BuNoXB@O8w|p?}T=I;4 z39}VNF-6Z@!D3s-{8aK@HAP8&=TdaeO)aWTOnakY7)!Oq#IY|s#*}9hZ843EQB}1M zY~Zx~sn>o4G- z7-uPG6-7xro%nm|oX4zn|8kYsy>>AvhWo5_`D)7%H+_U1G9}C4jSZZAq7yEe0r&R1!~2&s^POoRr4<-MQPB*{Yu4c8Dz|mVMbXrkde5?YEvW?*C5h zl3w7}&u;btx9wQ3S0T?|Xj5N}DQ`4%WAF8j$)MEU?;W$mU`S$f`o>gY{+=;0OzjIv z_)+_@Z_MbTsZEcmU-iOk*OTW?Nl4BscrB3o!?*PwX5O8e9Q!!A<&*?_bj}>MEj?yT 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