Revert "RNN VAD: pitch search optimizations (part 3)"
This reverts commit ea89f2a447c514b73da2ed6189fe4b8485f123c6. Reason for revert: bug in ancestor CL https://webrtc-review.googlesource.com/c/src/+/191320 Original change's description: > RNN VAD: pitch search optimizations (part 3) > > `ComputeSlidingFrameSquareEnergies()` which computes the energy of a > sliding 20 ms frame in the pitch buffer has been switched from backward > to forward. > > The benchmark has shown a slight improvement (about +6x). > > This change is not bit exact but all the tolerance tests still pass > except for one single case in `RnnVadTest,PitchSearchWithinTolerance` > for which the tolerance has been slightly increased. Note that the pitch > estimation is still bit-exact. > > Benchmarked as follows: > ``` > out/release/modules_unittests \ > --gtest_filter=*RnnVadTest.DISABLED_RnnVadPerformance* \ > --gtest_also_run_disabled_tests --logs > ``` > > Results: > > | baseline | this CL > ------+----------------------+------------------------ > run 1 | 22.8319 +/- 1.46554 | 22.087 +/- 0.552932 > | 389.367x | 402.499x > ------+----------------------+------------------------ > run 2 | 22.4286 +/- 0.726449 | 22.216 +/- 0.916222 > | 396.369x | 400.162x > ------+----------------------+------------------------ > run 2 | 22.5688 +/- 0.831341 | 22.4902 +/- 1.04881 > | 393.906x | 395.283x > > Bug: webrtc:10480 > Change-Id: I1fd54077a32e25e46196c8e18f003cd0ffd503e1 > Reviewed-on: https://webrtc-review.googlesource.com/c/src/+/191703 > Commit-Queue: Alessio Bazzica <alessiob@webrtc.org> > Reviewed-by: Karl Wiberg <kwiberg@webrtc.org> > Cr-Commit-Position: refs/heads/master@{#32572} TBR=alessiob@webrtc.org,kwiberg@webrtc.org Change-Id: I57a8f937ade0a35e1ccf0e229c391cc3a10e7c48 No-Presubmit: true No-Tree-Checks: true No-Try: true Bug: webrtc:10480 Reviewed-on: https://webrtc-review.googlesource.com/c/src/+/192621 Reviewed-by: Alessio Bazzica <alessiob@webrtc.org> Commit-Queue: Alessio Bazzica <alessiob@webrtc.org> Cr-Commit-Position: refs/heads/master@{#32578}
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@ -169,7 +169,7 @@ int ComputePitchPeriod24kHz(
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// Auto-correlation energy normalized by frame energy.
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const float numerator =
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auto_correlation[inverted_lag] * auto_correlation[inverted_lag];
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const float denominator = y_energy[inverted_lag];
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const float denominator = y_energy[kMaxPitch24kHz - inverted_lag];
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// Compare numerator/denominator ratios without using divisions.
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if (numerator * best_denominator > best_numerator * denominator) {
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best_inverted_lag = inverted_lag;
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@ -253,19 +253,19 @@ void Decimate2x(rtc::ArrayView<const float, kBufSize24kHz> src,
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void ComputeSlidingFrameSquareEnergies24kHz(
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rtc::ArrayView<const float, kBufSize24kHz> pitch_buffer,
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rtc::ArrayView<float, kRefineNumLags24kHz> y_energy) {
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float yy = std::inner_product(pitch_buffer.begin(),
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pitch_buffer.begin() + kFrameSize20ms24kHz,
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pitch_buffer.begin(), 0.f);
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y_energy[0] = yy;
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rtc::ArrayView<float, kRefineNumLags24kHz> yy_values) {
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float yy = ComputeAutoCorrelation(kMaxPitch24kHz, pitch_buffer);
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yy_values[0] = yy;
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static_assert(kMaxPitch24kHz - (kRefineNumLags24kHz - 1) >= 0, "");
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static_assert(kMaxPitch24kHz - 1 + kFrameSize20ms24kHz < kBufSize24kHz, "");
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static_assert(kMaxPitch24kHz < kRefineNumLags24kHz, "");
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for (int inverted_lag = 0; inverted_lag < kMaxPitch24kHz; ++inverted_lag) {
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yy -= pitch_buffer[inverted_lag] * pitch_buffer[inverted_lag];
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yy += pitch_buffer[inverted_lag + kFrameSize20ms24kHz] *
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pitch_buffer[inverted_lag + kFrameSize20ms24kHz];
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yy = std::max(1.f, yy);
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y_energy[inverted_lag + 1] = yy;
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for (int lag = 1; lag < kRefineNumLags24kHz; ++lag) {
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const int inverted_lag = kMaxPitch24kHz - lag;
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const float y_old = pitch_buffer[inverted_lag + kFrameSize20ms24kHz];
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const float y_new = pitch_buffer[inverted_lag];
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yy -= y_old * y_old;
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yy += y_new * y_new;
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yy = std::max(0.f, yy);
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yy_values[lag] = yy;
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}
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}
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@ -375,7 +375,7 @@ PitchInfo ComputeExtendedPitchPeriod48kHz(
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float y_energy; // Energy of the sliding frame `y`.
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};
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const float x_energy = y_energy[kMaxPitch24kHz];
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const float x_energy = y_energy[0];
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const auto pitch_strength = [x_energy](float xy, float y_energy) {
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RTC_DCHECK_GE(x_energy * y_energy, 0.f);
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return xy / std::sqrt(1.f + x_energy * y_energy);
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@ -387,7 +387,7 @@ PitchInfo ComputeExtendedPitchPeriod48kHz(
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std::min(initial_pitch_period_48kHz / 2, kMaxPitch24kHz - 1);
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best_pitch.xy =
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ComputeAutoCorrelation(kMaxPitch24kHz - best_pitch.period, pitch_buffer);
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best_pitch.y_energy = y_energy[kMaxPitch24kHz - best_pitch.period];
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best_pitch.y_energy = y_energy[best_pitch.period];
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best_pitch.strength = pitch_strength(best_pitch.xy, best_pitch.y_energy);
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// Keep a copy of the initial pitch candidate.
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const PitchInfo initial_pitch{best_pitch.period, best_pitch.strength};
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@ -428,9 +428,8 @@ PitchInfo ComputeExtendedPitchPeriod48kHz(
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const float xy_secondary_period = ComputeAutoCorrelation(
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kMaxPitch24kHz - dual_alternative_period, pitch_buffer);
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const float xy = 0.5f * (xy_primary_period + xy_secondary_period);
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const float yy =
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0.5f * (y_energy[kMaxPitch24kHz - alternative_pitch.period] +
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y_energy[kMaxPitch24kHz - dual_alternative_period]);
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const float yy = 0.5f * (y_energy[alternative_pitch.period] +
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y_energy[dual_alternative_period]);
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alternative_pitch.strength = pitch_strength(xy, yy);
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// Maybe update best period.
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@ -62,10 +62,10 @@ void Decimate2x(rtc::ArrayView<const float, kBufSize24kHz> src,
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// corresponding pitch period.
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// Computes the sum of squared samples for every sliding frame `y` in the pitch
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// buffer. The indexes of `y_energy` are inverted lags.
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// buffer. The indexes of `yy_values` are lags.
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void ComputeSlidingFrameSquareEnergies24kHz(
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rtc::ArrayView<const float, kBufSize24kHz> pitch_buffer,
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rtc::ArrayView<float, kRefineNumLags24kHz> y_energy);
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rtc::ArrayView<float, kRefineNumLags24kHz> yy_values);
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// Top-2 pitch period candidates. Unit: number of samples - i.e., inverted lags.
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struct CandidatePitchPeriods {
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@ -42,7 +42,7 @@ TEST(RnnVadTest, ComputeSlidingFrameSquareEnergies24kHzWithinTolerance) {
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computed_output);
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auto square_energies_view = test_data.GetPitchBufSquareEnergiesView();
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ExpectNearAbsolute({square_energies_view.data(), square_energies_view.size()},
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computed_output, 1e-3f);
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computed_output, 3e-2f);
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}
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// Checks that the estimated pitch period is bit-exact given test input data.
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@ -42,7 +42,7 @@ TEST(RnnVadTest, PitchSearchWithinTolerance) {
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pitch_estimator.Estimate({lp_residual.data(), kBufSize24kHz});
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EXPECT_EQ(expected_pitch_period, pitch_period);
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EXPECT_NEAR(expected_pitch_strength,
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pitch_estimator.GetLastPitchStrengthForTesting(), 15e-6f);
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pitch_estimator.GetLastPitchStrengthForTesting(), 1e-5f);
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}
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}
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}
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@ -10,7 +10,6 @@
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#include "modules/audio_processing/agc2/rnn_vad/test_utils.h"
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#include <algorithm>
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#include <memory>
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#include "rtc_base/checks.h"
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@ -87,10 +86,6 @@ PitchTestData::PitchTestData() {
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ResourcePath("audio_processing/agc2/rnn_vad/pitch_search_int", "dat"),
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1396);
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test_data_reader.ReadChunk(test_data_);
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// Reverse the order of the squared energy values.
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// Required after the WebRTC CL 191703 which switched to forward computation.
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std::reverse(test_data_.begin() + kBufSize24kHz,
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test_data_.begin() + kBufSize24kHz + kNumPitchBufSquareEnergies);
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}
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PitchTestData::~PitchTestData() = default;
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