| /* |
| * Copyright (c) 2018 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/reverb_model_estimator.h" |
| |
| #include <algorithm> |
| #include <cmath> |
| #include <numeric> |
| |
| #include "absl/types/optional.h" |
| #include "api/array_view.h" |
| #include "api/audio/echo_canceller3_config.h" |
| #include "modules/audio_processing/aec3/aec3_common.h" |
| #include "modules/audio_processing/aec3/aec3_fft.h" |
| #include "modules/audio_processing/aec3/fft_data.h" |
| #include "rtc_base/checks.h" |
| |
| #include "test/gtest.h" |
| |
| namespace webrtc { |
| |
| class ReverbModelEstimatorTest { |
| public: |
| explicit ReverbModelEstimatorTest(float default_decay) |
| : default_decay_(default_decay), estimated_decay_(default_decay) { |
| aec3_config_.ep_strength.default_len = default_decay_; |
| aec3_config_.filter.main.length_blocks = 40; |
| h_.resize(aec3_config_.filter.main.length_blocks * kBlockSize); |
| H2_.resize(aec3_config_.filter.main.length_blocks); |
| CreateImpulseResponseWithDecay(); |
| } |
| void RunEstimator(); |
| float GetDecay() { return estimated_decay_; } |
| float GetTrueDecay() { return kTruePowerDecay; } |
| float GetPowerTailDb() { return 10.f * std::log10(estimated_power_tail_); } |
| float GetTruePowerTailDb() { return 10.f * std::log10(true_power_tail_); } |
| |
| private: |
| void CreateImpulseResponseWithDecay(); |
| |
| absl::optional<float> quality_linear_ = 1.0f; |
| static constexpr int kFilterDelayBlocks = 2; |
| static constexpr bool kUsableLinearEstimate = true; |
| static constexpr bool kStationaryBlock = false; |
| static constexpr float kTruePowerDecay = 0.5f; |
| EchoCanceller3Config aec3_config_; |
| float default_decay_; |
| float estimated_decay_; |
| float estimated_power_tail_ = 0.f; |
| float true_power_tail_ = 0.f; |
| std::vector<float> h_; |
| std::vector<std::array<float, kFftLengthBy2Plus1>> H2_; |
| }; |
| |
| void ReverbModelEstimatorTest::CreateImpulseResponseWithDecay() { |
| const Aec3Fft fft; |
| RTC_DCHECK_EQ(h_.size(), aec3_config_.filter.main.length_blocks * kBlockSize); |
| RTC_DCHECK_EQ(H2_.size(), aec3_config_.filter.main.length_blocks); |
| RTC_DCHECK_EQ(kFilterDelayBlocks, 2); |
| |
| float decay_sample = std::sqrt(powf(kTruePowerDecay, 1.f / kBlockSize)); |
| const size_t filter_delay_coefficients = kFilterDelayBlocks * kBlockSize; |
| std::fill(h_.begin(), h_.end(), 0.f); |
| h_[filter_delay_coefficients] = 1.f; |
| for (size_t k = filter_delay_coefficients + 1; k < h_.size(); ++k) { |
| h_[k] = h_[k - 1] * decay_sample; |
| } |
| |
| std::array<float, kFftLength> fft_data; |
| FftData H_j; |
| for (size_t j = 0, k = 0; j < H2_.size(); ++j, k += kBlockSize) { |
| fft_data.fill(0.f); |
| std::copy(h_.begin() + k, h_.begin() + k + kBlockSize, fft_data.begin()); |
| fft.Fft(&fft_data, &H_j); |
| H_j.Spectrum(Aec3Optimization::kNone, H2_[j]); |
| } |
| rtc::ArrayView<float> H2_tail(H2_[H2_.size() - 1]); |
| true_power_tail_ = std::accumulate(H2_tail.begin(), H2_tail.end(), 0.f); |
| } |
| void ReverbModelEstimatorTest::RunEstimator() { |
| ReverbModelEstimator estimator(aec3_config_); |
| for (size_t k = 0; k < 3000; ++k) { |
| estimator.Update(h_, H2_, quality_linear_, kFilterDelayBlocks, |
| kUsableLinearEstimate, kStationaryBlock); |
| } |
| estimated_decay_ = estimator.ReverbDecay(); |
| auto freq_resp_tail = estimator.GetReverbFrequencyResponse(); |
| estimated_power_tail_ = |
| std::accumulate(freq_resp_tail.begin(), freq_resp_tail.end(), 0.f); |
| } |
| |
| TEST(ReverbModelEstimatorTests, NotChangingDecay) { |
| constexpr float default_decay = 0.9f; |
| ReverbModelEstimatorTest test(default_decay); |
| test.RunEstimator(); |
| EXPECT_EQ(test.GetDecay(), default_decay); |
| EXPECT_NEAR(test.GetPowerTailDb(), test.GetTruePowerTailDb(), 5.f); |
| } |
| |
| TEST(ReverbModelEstimatorTests, ChangingDecay) { |
| constexpr float default_decay = -0.9f; |
| ReverbModelEstimatorTest test(default_decay); |
| test.RunEstimator(); |
| EXPECT_NEAR(test.GetDecay(), test.GetTrueDecay(), 0.1); |
| EXPECT_NEAR(test.GetPowerTailDb(), test.GetTruePowerTailDb(), 5.f); |
| } |
| |
| } // namespace webrtc |