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/*
* Copyright (c) 2017 The WebRTC project authors. All Rights Reserved.
*
* Use of this source code is governed by a BSD-style license
* that can be found in the LICENSE file in the root of the source
* tree. An additional intellectual property rights grant can be found
* in the file PATENTS. All contributing project authors may
* be found in the AUTHORS file in the root of the source tree.
*/
#include "modules/audio_processing/aec3/residual_echo_estimator.h"
#include <numeric>
#include "api/audio/echo_canceller3_config.h"
#include "modules/audio_processing/aec3/aec3_fft.h"
#include "modules/audio_processing/aec3/aec_state.h"
#include "modules/audio_processing/aec3/render_delay_buffer.h"
#include "modules/audio_processing/test/echo_canceller_test_tools.h"
#include "rtc_base/random.h"
#include "rtc_base/strings/string_builder.h"
#include "test/gtest.h"
namespace webrtc {
namespace {
constexpr int kSampleRateHz = 48000;
constexpr size_t kNumBands = NumBandsForRate(kSampleRateHz);
constexpr float kEpsilon = 1e-4f;
} // namespace
class ResidualEchoEstimatorTest {
public:
ResidualEchoEstimatorTest(size_t num_render_channels,
size_t num_capture_channels,
const EchoCanceller3Config& config)
: num_render_channels_(num_render_channels),
num_capture_channels_(num_capture_channels),
config_(config),
estimator_(config_, num_render_channels_),
aec_state_(config_, num_capture_channels_),
render_delay_buffer_(RenderDelayBuffer::Create(config_,
kSampleRateHz,
num_render_channels_)),
E2_refined_(num_capture_channels_),
S2_linear_(num_capture_channels_),
Y2_(num_capture_channels_),
R2_(num_capture_channels_),
R2_unbounded_(num_capture_channels_),
x_(kNumBands, num_render_channels_),
H2_(num_capture_channels_,
std::vector<std::array<float, kFftLengthBy2Plus1>>(10)),
h_(num_capture_channels_,
std::vector<float>(
GetTimeDomainLength(config_.filter.refined.length_blocks),
0.0f)),
random_generator_(42U),
output_(num_capture_channels_) {
for (auto& H2_ch : H2_) {
for (auto& H2_k : H2_ch) {
H2_k.fill(0.01f);
}
H2_ch[2].fill(10.f);
H2_ch[2][0] = 0.1f;
}
for (auto& subtractor_output : output_) {
subtractor_output.Reset();
subtractor_output.s_refined.fill(100.f);
}
y_.fill(0.f);
constexpr float kLevel = 10.f;
for (auto& E2_refined_ch : E2_refined_) {
E2_refined_ch.fill(kLevel);
}
S2_linear_[0].fill(kLevel);
for (auto& Y2_ch : Y2_) {
Y2_ch.fill(kLevel);
}
}
void RunOneFrame(bool dominant_nearend) {
RandomizeSampleVector(&random_generator_,
x_.View(/*band=*/0, /*channel=*/0));
render_delay_buffer_->Insert(x_);
if (first_frame_) {
render_delay_buffer_->Reset();
first_frame_ = false;
}
render_delay_buffer_->PrepareCaptureProcessing();
aec_state_.Update(delay_estimate_, H2_, h_,
*render_delay_buffer_->GetRenderBuffer(), E2_refined_,
Y2_, output_);
estimator_.Estimate(aec_state_, *render_delay_buffer_->GetRenderBuffer(),
S2_linear_, Y2_, dominant_nearend, R2_, R2_unbounded_);
}
rtc::ArrayView<const std::array<float, kFftLengthBy2Plus1>> R2() const {
return R2_;
}
private:
const size_t num_render_channels_;
const size_t num_capture_channels_;
const EchoCanceller3Config& config_;
ResidualEchoEstimator estimator_;
AecState aec_state_;
std::unique_ptr<RenderDelayBuffer> render_delay_buffer_;
std::vector<std::array<float, kFftLengthBy2Plus1>> E2_refined_;
std::vector<std::array<float, kFftLengthBy2Plus1>> S2_linear_;
std::vector<std::array<float, kFftLengthBy2Plus1>> Y2_;
std::vector<std::array<float, kFftLengthBy2Plus1>> R2_;
std::vector<std::array<float, kFftLengthBy2Plus1>> R2_unbounded_;
Block x_;
std::vector<std::vector<std::array<float, kFftLengthBy2Plus1>>> H2_;
std::vector<std::vector<float>> h_;
Random random_generator_;
std::vector<SubtractorOutput> output_;
std::array<float, kBlockSize> y_;
absl::optional<DelayEstimate> delay_estimate_;
bool first_frame_ = true;
};
class ResidualEchoEstimatorMultiChannel
: public ::testing::Test,
public ::testing::WithParamInterface<std::tuple<size_t, size_t>> {};
INSTANTIATE_TEST_SUITE_P(MultiChannel,
ResidualEchoEstimatorMultiChannel,
::testing::Combine(::testing::Values(1, 2, 4),
::testing::Values(1, 2, 4)));
TEST_P(ResidualEchoEstimatorMultiChannel, BasicTest) {
const size_t num_render_channels = std::get<0>(GetParam());
const size_t num_capture_channels = std::get<1>(GetParam());
EchoCanceller3Config config;
ResidualEchoEstimatorTest residual_echo_estimator_test(
num_render_channels, num_capture_channels, config);
for (int k = 0; k < 1993; ++k) {
residual_echo_estimator_test.RunOneFrame(/*dominant_nearend=*/false);
}
}
TEST(ResidualEchoEstimatorMultiChannel, ReverbTest) {
const size_t num_render_channels = 1;
const size_t num_capture_channels = 1;
const size_t nFrames = 100;
EchoCanceller3Config reference_config;
reference_config.ep_strength.default_len = 0.95f;
reference_config.ep_strength.nearend_len = 0.95f;
EchoCanceller3Config config_use_nearend_len = reference_config;
config_use_nearend_len.ep_strength.default_len = 0.95f;
config_use_nearend_len.ep_strength.nearend_len = 0.83f;
ResidualEchoEstimatorTest reference_residual_echo_estimator_test(
num_render_channels, num_capture_channels, reference_config);
ResidualEchoEstimatorTest use_nearend_len_residual_echo_estimator_test(
num_render_channels, num_capture_channels, config_use_nearend_len);
std::vector<float> acum_energy_reference_R2(num_capture_channels, 0.0f);
std::vector<float> acum_energy_R2(num_capture_channels, 0.0f);
for (size_t frame = 0; frame < nFrames; ++frame) {
bool dominant_nearend = frame <= nFrames / 2 ? false : true;
reference_residual_echo_estimator_test.RunOneFrame(dominant_nearend);
use_nearend_len_residual_echo_estimator_test.RunOneFrame(dominant_nearend);
const auto& reference_R2 = reference_residual_echo_estimator_test.R2();
const auto& R2 = use_nearend_len_residual_echo_estimator_test.R2();
ASSERT_EQ(reference_R2.size(), R2.size());
for (size_t ch = 0; ch < reference_R2.size(); ++ch) {
float energy_reference_R2 = std::accumulate(
reference_R2[ch].cbegin(), reference_R2[ch].cend(), 0.0f);
float energy_R2 = std::accumulate(R2[ch].cbegin(), R2[ch].cend(), 0.0f);
if (dominant_nearend) {
EXPECT_GE(energy_reference_R2, energy_R2);
} else {
EXPECT_NEAR(energy_reference_R2, energy_R2, kEpsilon);
}
acum_energy_reference_R2[ch] += energy_reference_R2;
acum_energy_R2[ch] += energy_R2;
}
if (frame == nFrames / 2 || frame == nFrames - 1) {
for (size_t ch = 0; ch < acum_energy_reference_R2.size(); ch++) {
if (dominant_nearend) {
EXPECT_GT(acum_energy_reference_R2[ch], acum_energy_R2[ch]);
} else {
EXPECT_NEAR(acum_energy_reference_R2[ch], acum_energy_R2[ch],
kEpsilon);
}
}
}
}
}
} // namespace webrtc
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