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peah69221db2017-01-27 03:28:19 -08001/*
2 * Copyright (c) 2017 The WebRTC project authors. All Rights Reserved.
3 *
4 * Use of this source code is governed by a BSD-style license
5 * that can be found in the LICENSE file in the root of the source
6 * tree. An additional intellectual property rights grant can be found
7 * in the file PATENTS. All contributing project authors may
8 * be found in the AUTHORS file in the root of the source tree.
9 */
Mirko Bonadei92ea95e2017-09-15 06:47:31 +020010#include "modules/audio_processing/aec3/echo_remover.h"
peah69221db2017-01-27 03:28:19 -080011
peah86afe9d2017-04-06 15:45:32 -070012#include <math.h>
peah69221db2017-01-27 03:28:19 -080013#include <algorithm>
peah522d71b2017-02-23 05:16:26 -080014#include <memory>
15#include <numeric>
16#include <string>
peah69221db2017-01-27 03:28:19 -080017
Mirko Bonadei92ea95e2017-09-15 06:47:31 +020018#include "api/array_view.h"
19#include "modules/audio_processing/aec3/aec3_common.h"
20#include "modules/audio_processing/aec3/aec_state.h"
21#include "modules/audio_processing/aec3/comfort_noise_generator.h"
22#include "modules/audio_processing/aec3/echo_path_variability.h"
23#include "modules/audio_processing/aec3/echo_remover_metrics.h"
24#include "modules/audio_processing/aec3/fft_data.h"
25#include "modules/audio_processing/aec3/output_selector.h"
26#include "modules/audio_processing/aec3/render_buffer.h"
27#include "modules/audio_processing/aec3/render_delay_buffer.h"
28#include "modules/audio_processing/aec3/residual_echo_estimator.h"
29#include "modules/audio_processing/aec3/subtractor.h"
30#include "modules/audio_processing/aec3/suppression_filter.h"
31#include "modules/audio_processing/aec3/suppression_gain.h"
32#include "modules/audio_processing/logging/apm_data_dumper.h"
33#include "rtc_base/atomicops.h"
34#include "rtc_base/constructormagic.h"
peah69221db2017-01-27 03:28:19 -080035
36namespace webrtc {
37
38namespace {
peah522d71b2017-02-23 05:16:26 -080039
40void LinearEchoPower(const FftData& E,
41 const FftData& Y,
42 std::array<float, kFftLengthBy2Plus1>* S2) {
43 for (size_t k = 0; k < E.re.size(); ++k) {
44 (*S2)[k] = (Y.re[k] - E.re[k]) * (Y.re[k] - E.re[k]) +
45 (Y.im[k] - E.im[k]) * (Y.im[k] - E.im[k]);
46 }
47}
48
peah522d71b2017-02-23 05:16:26 -080049// Class for removing the echo from the capture signal.
peah69221db2017-01-27 03:28:19 -080050class EchoRemoverImpl final : public EchoRemover {
51 public:
Gustaf Ullbergbd83b912017-10-18 12:32:42 +020052 explicit EchoRemoverImpl(const EchoCanceller3Config& config,
53 int sample_rate_hz);
peah69221db2017-01-27 03:28:19 -080054 ~EchoRemoverImpl() override;
55
Gustaf Ullberg332150d2017-11-22 14:17:39 +010056 void GetMetrics(EchoControl::Metrics* metrics) const override;
57
peah522d71b2017-02-23 05:16:26 -080058 // Removes the echo from a block of samples from the capture signal. The
59 // supplied render signal is assumed to be pre-aligned with the capture
60 // signal.
Per Åhgrende22a172017-12-20 18:00:51 +010061 void ProcessCapture(const EchoPathVariability& echo_path_variability,
Alex Loiko890988c2017-08-31 10:25:48 +020062 bool capture_signal_saturation,
Per Åhgren3ab308f2018-02-21 08:46:03 +010063 const rtc::Optional<DelayEstimate>& delay_estimate,
Per Åhgrenc59a5762017-12-11 21:34:19 +010064 RenderBuffer* render_buffer,
Alex Loiko890988c2017-08-31 10:25:48 +020065 std::vector<std::vector<float>>* capture) override;
peah69221db2017-01-27 03:28:19 -080066
peah522d71b2017-02-23 05:16:26 -080067 // Updates the status on whether echo leakage is detected in the output of the
68 // echo remover.
69 void UpdateEchoLeakageStatus(bool leakage_detected) override {
70 echo_leakage_detected_ = leakage_detected;
71 }
peah69221db2017-01-27 03:28:19 -080072
73 private:
peah522d71b2017-02-23 05:16:26 -080074 static int instance_count_;
Gustaf Ullbergbd83b912017-10-18 12:32:42 +020075 const EchoCanceller3Config config_;
peah522d71b2017-02-23 05:16:26 -080076 const Aec3Fft fft_;
77 std::unique_ptr<ApmDataDumper> data_dumper_;
78 const Aec3Optimization optimization_;
peah69221db2017-01-27 03:28:19 -080079 const int sample_rate_hz_;
peah522d71b2017-02-23 05:16:26 -080080 Subtractor subtractor_;
81 SuppressionGain suppression_gain_;
82 ComfortNoiseGenerator cng_;
83 SuppressionFilter suppression_filter_;
peah522d71b2017-02-23 05:16:26 -080084 RenderSignalAnalyzer render_signal_analyzer_;
85 OutputSelector output_selector_;
86 ResidualEchoEstimator residual_echo_estimator_;
87 bool echo_leakage_detected_ = false;
peah522d71b2017-02-23 05:16:26 -080088 AecState aec_state_;
peahe985b3f2017-02-28 22:08:53 -080089 EchoRemoverMetrics metrics_;
Per Åhgrena98c8072018-01-15 19:17:16 +010090 bool initial_state_ = true;
peah69221db2017-01-27 03:28:19 -080091
92 RTC_DISALLOW_COPY_AND_ASSIGN(EchoRemoverImpl);
93};
94
peah522d71b2017-02-23 05:16:26 -080095int EchoRemoverImpl::instance_count_ = 0;
96
Gustaf Ullbergbd83b912017-10-18 12:32:42 +020097EchoRemoverImpl::EchoRemoverImpl(const EchoCanceller3Config& config,
98 int sample_rate_hz)
peah8cee56f2017-08-24 22:36:53 -070099 : config_(config),
100 fft_(),
aleloi88b82b52017-02-23 06:27:03 -0800101 data_dumper_(
peah522d71b2017-02-23 05:16:26 -0800102 new ApmDataDumper(rtc::AtomicOps::Increment(&instance_count_))),
103 optimization_(DetectOptimization()),
104 sample_rate_hz_(sample_rate_hz),
Per Åhgren09a718a2017-12-11 22:28:45 +0100105 subtractor_(config, data_dumper_.get(), optimization_),
peah8cee56f2017-08-24 22:36:53 -0700106 suppression_gain_(config_, optimization_),
peah522d71b2017-02-23 05:16:26 -0800107 cng_(optimization_),
peah697a5902017-06-30 07:06:10 -0700108 suppression_filter_(sample_rate_hz_),
peah8cee56f2017-08-24 22:36:53 -0700109 residual_echo_estimator_(config_),
110 aec_state_(config_) {
peah522d71b2017-02-23 05:16:26 -0800111 RTC_DCHECK(ValidFullBandRate(sample_rate_hz));
peah69221db2017-01-27 03:28:19 -0800112}
113
114EchoRemoverImpl::~EchoRemoverImpl() = default;
115
Gustaf Ullberg332150d2017-11-22 14:17:39 +0100116void EchoRemoverImpl::GetMetrics(EchoControl::Metrics* metrics) const {
117 // Echo return loss (ERL) is inverted to go from gain to attenuation.
118 metrics->echo_return_loss = -10.0 * log10(aec_state_.ErlTimeDomain());
119 metrics->echo_return_loss_enhancement =
120 10.0 * log10(aec_state_.ErleTimeDomain());
121}
122
peahcf02cf12017-04-05 14:18:07 -0700123void EchoRemoverImpl::ProcessCapture(
peah69221db2017-01-27 03:28:19 -0800124 const EchoPathVariability& echo_path_variability,
125 bool capture_signal_saturation,
Per Åhgren3ab308f2018-02-21 08:46:03 +0100126 const rtc::Optional<DelayEstimate>& delay_estimate,
Per Åhgrenc59a5762017-12-11 21:34:19 +0100127 RenderBuffer* render_buffer,
peah69221db2017-01-27 03:28:19 -0800128 std::vector<std::vector<float>>* capture) {
Per Åhgrenec22e3f2017-12-20 15:20:37 +0100129 const std::vector<std::vector<float>>& x = render_buffer->Block(0);
peah522d71b2017-02-23 05:16:26 -0800130 std::vector<std::vector<float>>* y = capture;
Per Åhgrenc59a5762017-12-11 21:34:19 +0100131 RTC_DCHECK(render_buffer);
peah522d71b2017-02-23 05:16:26 -0800132 RTC_DCHECK(y);
133 RTC_DCHECK_EQ(x.size(), NumBandsForRate(sample_rate_hz_));
134 RTC_DCHECK_EQ(y->size(), NumBandsForRate(sample_rate_hz_));
135 RTC_DCHECK_EQ(x[0].size(), kBlockSize);
136 RTC_DCHECK_EQ((*y)[0].size(), kBlockSize);
137 const std::vector<float>& x0 = x[0];
138 std::vector<float>& y0 = (*y)[0];
139
peah86afe9d2017-04-06 15:45:32 -0700140 data_dumper_->DumpWav("aec3_echo_remover_capture_input", kBlockSize, &y0[0],
peah522d71b2017-02-23 05:16:26 -0800141 LowestBandRate(sample_rate_hz_), 1);
peah86afe9d2017-04-06 15:45:32 -0700142 data_dumper_->DumpWav("aec3_echo_remover_render_input", kBlockSize, &x0[0],
peah522d71b2017-02-23 05:16:26 -0800143 LowestBandRate(sample_rate_hz_), 1);
peah29103572017-07-11 02:54:02 -0700144 data_dumper_->DumpRaw("aec3_echo_remover_capture_input", y0);
145 data_dumper_->DumpRaw("aec3_echo_remover_render_input", x0);
peah522d71b2017-02-23 05:16:26 -0800146
147 aec_state_.UpdateCaptureSaturation(capture_signal_saturation);
148
149 if (echo_path_variability.AudioPathChanged()) {
150 subtractor_.HandleEchoPathChange(echo_path_variability);
peah86afe9d2017-04-06 15:45:32 -0700151 aec_state_.HandleEchoPathChange(echo_path_variability);
Per Åhgrena98c8072018-01-15 19:17:16 +0100152 initial_state_ = true;
peah522d71b2017-02-23 05:16:26 -0800153 }
154
155 std::array<float, kFftLengthBy2Plus1> Y2;
peah522d71b2017-02-23 05:16:26 -0800156 std::array<float, kFftLengthBy2Plus1> R2;
157 std::array<float, kFftLengthBy2Plus1> S2_linear;
158 std::array<float, kFftLengthBy2Plus1> G;
peah86afe9d2017-04-06 15:45:32 -0700159 float high_bands_gain;
peah522d71b2017-02-23 05:16:26 -0800160 FftData Y;
161 FftData comfort_noise;
162 FftData high_band_comfort_noise;
163 SubtractorOutput subtractor_output;
Per Åhgrend20639f2018-01-11 10:29:49 +0100164 FftData& E_main_nonwindowed = subtractor_output.E_main_nonwindowed;
165 auto& E2_main = subtractor_output.E2_main_nonwindowed;
peah522d71b2017-02-23 05:16:26 -0800166 auto& E2_shadow = subtractor_output.E2_shadow;
167 auto& e_main = subtractor_output.e_main;
peah522d71b2017-02-23 05:16:26 -0800168
peah522d71b2017-02-23 05:16:26 -0800169 // Analyze the render signal.
Per Åhgrenc59a5762017-12-11 21:34:19 +0100170 render_signal_analyzer_.Update(*render_buffer, aec_state_.FilterDelay());
peah522d71b2017-02-23 05:16:26 -0800171
172 // Perform linear echo cancellation.
Per Åhgrena98c8072018-01-15 19:17:16 +0100173 if (initial_state_ && !aec_state_.InitialState()) {
174 subtractor_.ExitInitialState();
175 initial_state_ = false;
176 }
Per Åhgrenc59a5762017-12-11 21:34:19 +0100177 subtractor_.Process(*render_buffer, y0, render_signal_analyzer_, aec_state_,
peah86afe9d2017-04-06 15:45:32 -0700178 &subtractor_output);
peah522d71b2017-02-23 05:16:26 -0800179
180 // Compute spectra.
Per Åhgrend20639f2018-01-11 10:29:49 +0100181 // fft_.ZeroPaddedFft(y0, Aec3Fft::Window::kHanning, &Y);
182 fft_.ZeroPaddedFft(y0, Aec3Fft::Window::kRectangular, &Y);
183 LinearEchoPower(E_main_nonwindowed, Y, &S2_linear);
Per Åhgren8ba58612017-12-01 23:01:44 +0100184 Y.Spectrum(optimization_, Y2);
peah522d71b2017-02-23 05:16:26 -0800185
186 // Update the AEC state information.
Per Åhgren3ab308f2018-02-21 08:46:03 +0100187 aec_state_.Update(delay_estimate, subtractor_.FilterFrequencyResponse(),
peah29103572017-07-11 02:54:02 -0700188 subtractor_.FilterImpulseResponse(),
Per Åhgrende22a172017-12-20 18:00:51 +0100189 subtractor_.ConvergedFilter(), *render_buffer, E2_main, Y2,
Per Åhgren0e6d2f52017-12-20 22:19:56 +0100190 subtractor_output.s_main, echo_leakage_detected_);
peah522d71b2017-02-23 05:16:26 -0800191
192 // Choose the linear output.
Per Åhgren1b4059e2017-10-15 20:19:21 +0200193 output_selector_.FormLinearOutput(!aec_state_.TransparentMode(), e_main, y0);
peah522d71b2017-02-23 05:16:26 -0800194 data_dumper_->DumpWav("aec3_output_linear", kBlockSize, &y0[0],
195 LowestBandRate(sample_rate_hz_), 1);
peah29103572017-07-11 02:54:02 -0700196 data_dumper_->DumpRaw("aec3_output_linear", y0);
peah522d71b2017-02-23 05:16:26 -0800197 const auto& E2 = output_selector_.UseSubtractorOutput() ? E2_main : Y2;
198
199 // Estimate the residual echo power.
Per Åhgrenc59a5762017-12-11 21:34:19 +0100200 residual_echo_estimator_.Estimate(aec_state_, *render_buffer, S2_linear, Y2,
peah86afe9d2017-04-06 15:45:32 -0700201 &R2);
peah522d71b2017-02-23 05:16:26 -0800202
203 // Estimate the comfort noise.
204 cng_.Compute(aec_state_, Y2, &comfort_noise, &high_band_comfort_noise);
205
peah522d71b2017-02-23 05:16:26 -0800206 // A choose and apply echo suppression gain.
Per Åhgren7ddd4632017-10-25 02:59:45 +0200207 suppression_gain_.GetGain(E2, R2, cng_.NoiseSpectrum(),
208 render_signal_analyzer_, aec_state_, x,
209 &high_bands_gain, &G);
peah86afe9d2017-04-06 15:45:32 -0700210 suppression_filter_.ApplyGain(comfort_noise, high_band_comfort_noise, G,
211 high_bands_gain, y);
peah522d71b2017-02-23 05:16:26 -0800212
peahe985b3f2017-02-28 22:08:53 -0800213 // Update the metrics.
214 metrics_.Update(aec_state_, cng_.NoiseSpectrum(), G);
215
peah29103572017-07-11 02:54:02 -0700216 // Update the aec state with the aec output characteristics.
217 aec_state_.UpdateWithOutput(y0);
218
peah522d71b2017-02-23 05:16:26 -0800219 // Debug outputs for the purpose of development and analysis.
peah29103572017-07-11 02:54:02 -0700220 data_dumper_->DumpWav("aec3_echo_estimate", kBlockSize,
221 &subtractor_output.s_main[0],
222 LowestBandRate(sample_rate_hz_), 1);
223 data_dumper_->DumpRaw("aec3_output", y0);
peah14c11a42017-07-11 06:13:43 -0700224 data_dumper_->DumpRaw("aec3_narrow_render",
225 render_signal_analyzer_.NarrowPeakBand() ? 1 : 0);
peah522d71b2017-02-23 05:16:26 -0800226 data_dumper_->DumpRaw("aec3_N2", cng_.NoiseSpectrum());
227 data_dumper_->DumpRaw("aec3_suppressor_gain", G);
228 data_dumper_->DumpWav("aec3_output",
229 rtc::ArrayView<const float>(&y0[0], kBlockSize),
230 LowestBandRate(sample_rate_hz_), 1);
231 data_dumper_->DumpRaw("aec3_using_subtractor_output",
232 output_selector_.UseSubtractorOutput() ? 1 : 0);
peah522d71b2017-02-23 05:16:26 -0800233 data_dumper_->DumpRaw("aec3_E2", E2);
234 data_dumper_->DumpRaw("aec3_E2_main", E2_main);
235 data_dumper_->DumpRaw("aec3_E2_shadow", E2_shadow);
236 data_dumper_->DumpRaw("aec3_S2_linear", S2_linear);
peah522d71b2017-02-23 05:16:26 -0800237 data_dumper_->DumpRaw("aec3_Y2", Y2);
Per Åhgrenc59a5762017-12-11 21:34:19 +0100238 data_dumper_->DumpRaw("aec3_X2", render_buffer->Spectrum(0));
peah522d71b2017-02-23 05:16:26 -0800239 data_dumper_->DumpRaw("aec3_R2", R2);
240 data_dumper_->DumpRaw("aec3_erle", aec_state_.Erle());
241 data_dumper_->DumpRaw("aec3_erl", aec_state_.Erl());
peah522d71b2017-02-23 05:16:26 -0800242 data_dumper_->DumpRaw("aec3_usable_linear_estimate",
243 aec_state_.UsableLinearEstimate());
Per Åhgren0e6d2f52017-12-20 22:19:56 +0100244 data_dumper_->DumpRaw("aec3_filter_delay", aec_state_.FilterDelay());
peah522d71b2017-02-23 05:16:26 -0800245 data_dumper_->DumpRaw("aec3_capture_saturation",
246 aec_state_.SaturatedCapture() ? 1 : 0);
247}
peah69221db2017-01-27 03:28:19 -0800248
249} // namespace
250
Gustaf Ullbergbd83b912017-10-18 12:32:42 +0200251EchoRemover* EchoRemover::Create(const EchoCanceller3Config& config,
252 int sample_rate_hz) {
peah697a5902017-06-30 07:06:10 -0700253 return new EchoRemoverImpl(config, sample_rate_hz);
peah69221db2017-01-27 03:28:19 -0800254}
255
256} // namespace webrtc