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/*
* Copyright (c) 2016 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/echo_canceller3.h"
#include <algorithm>
#include <utility>
#include "absl/strings/string_view.h"
#include "modules/audio_processing/aec3/aec3_common.h"
#include "modules/audio_processing/high_pass_filter.h"
#include "modules/audio_processing/logging/apm_data_dumper.h"
#include "rtc_base/experiments/field_trial_parser.h"
#include "rtc_base/logging.h"
#include "system_wrappers/include/field_trial.h"
namespace webrtc {
namespace {
enum class EchoCanceller3ApiCall { kCapture, kRender };
bool DetectSaturation(rtc::ArrayView<const float> y) {
for (size_t k = 0; k < y.size(); ++k) {
if (y[k] >= 32700.0f || y[k] <= -32700.0f) {
return true;
}
}
return false;
}
// Retrieves a value from a field trial if it is available. If no value is
// present, the default value is returned. If the retrieved value is beyond the
// specified limits, the default value is returned instead.
void RetrieveFieldTrialValue(absl::string_view trial_name,
float min,
float max,
float* value_to_update) {
const std::string field_trial_str = field_trial::FindFullName(trial_name);
FieldTrialParameter<double> field_trial_param(/*key=*/"", *value_to_update);
ParseFieldTrial({&field_trial_param}, field_trial_str);
float field_trial_value = static_cast<float>(field_trial_param.Get());
if (field_trial_value >= min && field_trial_value <= max &&
field_trial_value != *value_to_update) {
RTC_LOG(LS_INFO) << "Key " << trial_name
<< " changing AEC3 parameter value from "
<< *value_to_update << " to " << field_trial_value;
*value_to_update = field_trial_value;
}
}
void RetrieveFieldTrialValue(absl::string_view trial_name,
int min,
int max,
int* value_to_update) {
const std::string field_trial_str = field_trial::FindFullName(trial_name);
FieldTrialParameter<int> field_trial_param(/*key=*/"", *value_to_update);
ParseFieldTrial({&field_trial_param}, field_trial_str);
float field_trial_value = field_trial_param.Get();
if (field_trial_value >= min && field_trial_value <= max &&
field_trial_value != *value_to_update) {
RTC_LOG(LS_INFO) << "Key " << trial_name
<< " changing AEC3 parameter value from "
<< *value_to_update << " to " << field_trial_value;
*value_to_update = field_trial_value;
}
}
void FillSubFrameView(
AudioBuffer* frame,
size_t sub_frame_index,
std::vector<std::vector<rtc::ArrayView<float>>>* sub_frame_view) {
RTC_DCHECK_GE(1, sub_frame_index);
RTC_DCHECK_LE(0, sub_frame_index);
RTC_DCHECK_EQ(frame->num_bands(), sub_frame_view->size());
RTC_DCHECK_EQ(frame->num_channels(), (*sub_frame_view)[0].size());
for (size_t band = 0; band < sub_frame_view->size(); ++band) {
for (size_t channel = 0; channel < (*sub_frame_view)[0].size(); ++channel) {
(*sub_frame_view)[band][channel] = rtc::ArrayView<float>(
&frame->split_bands(channel)[band][sub_frame_index * kSubFrameLength],
kSubFrameLength);
}
}
}
void FillSubFrameView(
bool proper_downmix_needed,
std::vector<std::vector<std::vector<float>>>* frame,
size_t sub_frame_index,
std::vector<std::vector<rtc::ArrayView<float>>>* sub_frame_view) {
RTC_DCHECK_GE(1, sub_frame_index);
RTC_DCHECK_EQ(frame->size(), sub_frame_view->size());
const size_t frame_num_channels = (*frame)[0].size();
const size_t sub_frame_num_channels = (*sub_frame_view)[0].size();
if (frame_num_channels > sub_frame_num_channels) {
RTC_DCHECK_EQ(sub_frame_num_channels, 1u);
if (proper_downmix_needed) {
// When a proper downmix is needed (which is the case when proper stereo
// is present in the echo reference signal but the echo canceller does the
// processing in mono) downmix the echo reference by averaging the channel
// content (otherwise downmixing is done by selecting channel 0).
for (size_t band = 0; band < frame->size(); ++band) {
for (size_t ch = 1; ch < frame_num_channels; ++ch) {
for (size_t k = 0; k < kSubFrameLength; ++k) {
(*frame)[band][/*channel=*/0]
[sub_frame_index * kSubFrameLength + k] +=
(*frame)[band][ch][sub_frame_index * kSubFrameLength + k];
}
}
const float one_by_num_channels = 1.0f / frame_num_channels;
for (size_t k = 0; k < kSubFrameLength; ++k) {
(*frame)[band][/*channel=*/0][sub_frame_index * kSubFrameLength +
k] *= one_by_num_channels;
}
}
}
for (size_t band = 0; band < frame->size(); ++band) {
(*sub_frame_view)[band][/*channel=*/0] = rtc::ArrayView<float>(
&(*frame)[band][/*channel=*/0][sub_frame_index * kSubFrameLength],
kSubFrameLength);
}
} else {
RTC_DCHECK_EQ(frame_num_channels, sub_frame_num_channels);
for (size_t band = 0; band < frame->size(); ++band) {
for (size_t channel = 0; channel < (*frame)[band].size(); ++channel) {
(*sub_frame_view)[band][channel] = rtc::ArrayView<float>(
&(*frame)[band][channel][sub_frame_index * kSubFrameLength],
kSubFrameLength);
}
}
}
}
void ProcessCaptureFrameContent(
AudioBuffer* linear_output,
AudioBuffer* capture,
bool level_change,
bool aec_reference_is_downmixed_stereo,
bool saturated_microphone_signal,
size_t sub_frame_index,
FrameBlocker* capture_blocker,
BlockFramer* linear_output_framer,
BlockFramer* output_framer,
BlockProcessor* block_processor,
Block* linear_output_block,
std::vector<std::vector<rtc::ArrayView<float>>>*
linear_output_sub_frame_view,
Block* capture_block,
std::vector<std::vector<rtc::ArrayView<float>>>* capture_sub_frame_view) {
FillSubFrameView(capture, sub_frame_index, capture_sub_frame_view);
if (linear_output) {
RTC_DCHECK(linear_output_framer);
RTC_DCHECK(linear_output_block);
RTC_DCHECK(linear_output_sub_frame_view);
FillSubFrameView(linear_output, sub_frame_index,
linear_output_sub_frame_view);
}
capture_blocker->InsertSubFrameAndExtractBlock(*capture_sub_frame_view,
capture_block);
block_processor->ProcessCapture(
/*echo_path_gain_change=*/level_change ||
aec_reference_is_downmixed_stereo,
saturated_microphone_signal, linear_output_block, capture_block);
output_framer->InsertBlockAndExtractSubFrame(*capture_block,
capture_sub_frame_view);
if (linear_output) {
RTC_DCHECK(linear_output_framer);
linear_output_framer->InsertBlockAndExtractSubFrame(
*linear_output_block, linear_output_sub_frame_view);
}
}
void ProcessRemainingCaptureFrameContent(bool level_change,
bool aec_reference_is_downmixed_stereo,
bool saturated_microphone_signal,
FrameBlocker* capture_blocker,
BlockFramer* linear_output_framer,
BlockFramer* output_framer,
BlockProcessor* block_processor,
Block* linear_output_block,
Block* block) {
if (!capture_blocker->IsBlockAvailable()) {
return;
}
capture_blocker->ExtractBlock(block);
block_processor->ProcessCapture(
/*echo_path_gain_change=*/level_change ||
aec_reference_is_downmixed_stereo,
saturated_microphone_signal, linear_output_block, block);
output_framer->InsertBlock(*block);
if (linear_output_framer) {
RTC_DCHECK(linear_output_block);
linear_output_framer->InsertBlock(*linear_output_block);
}
}
void BufferRenderFrameContent(
bool proper_downmix_needed,
std::vector<std::vector<std::vector<float>>>* render_frame,
size_t sub_frame_index,
FrameBlocker* render_blocker,
BlockProcessor* block_processor,
Block* block,
std::vector<std::vector<rtc::ArrayView<float>>>* sub_frame_view) {
FillSubFrameView(proper_downmix_needed, render_frame, sub_frame_index,
sub_frame_view);
render_blocker->InsertSubFrameAndExtractBlock(*sub_frame_view, block);
block_processor->BufferRender(*block);
}
void BufferRemainingRenderFrameContent(FrameBlocker* render_blocker,
BlockProcessor* block_processor,
Block* block) {
if (!render_blocker->IsBlockAvailable()) {
return;
}
render_blocker->ExtractBlock(block);
block_processor->BufferRender(*block);
}
void CopyBufferIntoFrame(const AudioBuffer& buffer,
size_t num_bands,
size_t num_channels,
std::vector<std::vector<std::vector<float>>>* frame) {
RTC_DCHECK_EQ(num_bands, frame->size());
RTC_DCHECK_EQ(num_channels, (*frame)[0].size());
RTC_DCHECK_EQ(AudioBuffer::kSplitBandSize, (*frame)[0][0].size());
for (size_t band = 0; band < num_bands; ++band) {
for (size_t channel = 0; channel < num_channels; ++channel) {
rtc::ArrayView<const float> buffer_view(
&buffer.split_bands_const(channel)[band][0],
AudioBuffer::kSplitBandSize);
std::copy(buffer_view.begin(), buffer_view.end(),
(*frame)[band][channel].begin());
}
}
}
} // namespace
// TODO(webrtc:5298): Move this to a separate file.
EchoCanceller3Config AdjustConfig(const EchoCanceller3Config& config) {
EchoCanceller3Config adjusted_cfg = config;
if (field_trial::IsEnabled("WebRTC-Aec3StereoContentDetectionKillSwitch")) {
adjusted_cfg.multi_channel.detect_stereo_content = false;
}
if (field_trial::IsEnabled("WebRTC-Aec3AntiHowlingMinimizationKillSwitch")) {
adjusted_cfg.suppressor.high_bands_suppression
.anti_howling_activation_threshold = 25.f;
adjusted_cfg.suppressor.high_bands_suppression.anti_howling_gain = 0.01f;
}
if (field_trial::IsEnabled("WebRTC-Aec3UseShortConfigChangeDuration")) {
adjusted_cfg.filter.config_change_duration_blocks = 10;
}
if (field_trial::IsEnabled("WebRTC-Aec3UseZeroInitialStateDuration")) {
adjusted_cfg.filter.initial_state_seconds = 0.f;
} else if (field_trial::IsEnabled(
"WebRTC-Aec3UseDot1SecondsInitialStateDuration")) {
adjusted_cfg.filter.initial_state_seconds = .1f;
} else if (field_trial::IsEnabled(
"WebRTC-Aec3UseDot2SecondsInitialStateDuration")) {
adjusted_cfg.filter.initial_state_seconds = .2f;
} else if (field_trial::IsEnabled(
"WebRTC-Aec3UseDot3SecondsInitialStateDuration")) {
adjusted_cfg.filter.initial_state_seconds = .3f;
} else if (field_trial::IsEnabled(
"WebRTC-Aec3UseDot6SecondsInitialStateDuration")) {
adjusted_cfg.filter.initial_state_seconds = .6f;
} else if (field_trial::IsEnabled(
"WebRTC-Aec3UseDot9SecondsInitialStateDuration")) {
adjusted_cfg.filter.initial_state_seconds = .9f;
} else if (field_trial::IsEnabled(
"WebRTC-Aec3Use1Dot2SecondsInitialStateDuration")) {
adjusted_cfg.filter.initial_state_seconds = 1.2f;
} else if (field_trial::IsEnabled(
"WebRTC-Aec3Use1Dot6SecondsInitialStateDuration")) {
adjusted_cfg.filter.initial_state_seconds = 1.6f;
} else if (field_trial::IsEnabled(
"WebRTC-Aec3Use2Dot0SecondsInitialStateDuration")) {
adjusted_cfg.filter.initial_state_seconds = 2.0f;
}
if (field_trial::IsEnabled("WebRTC-Aec3HighPassFilterEchoReference")) {
adjusted_cfg.filter.high_pass_filter_echo_reference = true;
}
if (field_trial::IsEnabled("WebRTC-Aec3EchoSaturationDetectionKillSwitch")) {
adjusted_cfg.ep_strength.echo_can_saturate = false;
}
const std::string use_nearend_reverb_len_tunings =
field_trial::FindFullName("WebRTC-Aec3UseNearendReverbLen");
FieldTrialParameter<double> nearend_reverb_default_len(
"default_len", adjusted_cfg.ep_strength.default_len);
FieldTrialParameter<double> nearend_reverb_nearend_len(
"nearend_len", adjusted_cfg.ep_strength.nearend_len);
ParseFieldTrial({&nearend_reverb_default_len, &nearend_reverb_nearend_len},
use_nearend_reverb_len_tunings);
float default_len = static_cast<float>(nearend_reverb_default_len.Get());
float nearend_len = static_cast<float>(nearend_reverb_nearend_len.Get());
if (default_len > -1 && default_len < 1 && nearend_len > -1 &&
nearend_len < 1) {
adjusted_cfg.ep_strength.default_len =
static_cast<float>(nearend_reverb_default_len.Get());
adjusted_cfg.ep_strength.nearend_len =
static_cast<float>(nearend_reverb_nearend_len.Get());
}
if (field_trial::IsEnabled("WebRTC-Aec3ConservativeTailFreqResponse")) {
adjusted_cfg.ep_strength.use_conservative_tail_frequency_response = true;
}
if (field_trial::IsDisabled("WebRTC-Aec3ConservativeTailFreqResponse")) {
adjusted_cfg.ep_strength.use_conservative_tail_frequency_response = false;
}
if (field_trial::IsEnabled("WebRTC-Aec3ShortHeadroomKillSwitch")) {
// Two blocks headroom.
adjusted_cfg.delay.delay_headroom_samples = kBlockSize * 2;
}
if (field_trial::IsEnabled("WebRTC-Aec3ClampInstQualityToZeroKillSwitch")) {
adjusted_cfg.erle.clamp_quality_estimate_to_zero = false;
}
if (field_trial::IsEnabled("WebRTC-Aec3ClampInstQualityToOneKillSwitch")) {
adjusted_cfg.erle.clamp_quality_estimate_to_one = false;
}
if (field_trial::IsEnabled("WebRTC-Aec3OnsetDetectionKillSwitch")) {
adjusted_cfg.erle.onset_detection = false;
}
if (field_trial::IsEnabled(
"WebRTC-Aec3EnforceRenderDelayEstimationDownmixing")) {
adjusted_cfg.delay.render_alignment_mixing.downmix = true;
adjusted_cfg.delay.render_alignment_mixing.adaptive_selection = false;
}
if (field_trial::IsEnabled(
"WebRTC-Aec3EnforceCaptureDelayEstimationDownmixing")) {
adjusted_cfg.delay.capture_alignment_mixing.downmix = true;
adjusted_cfg.delay.capture_alignment_mixing.adaptive_selection = false;
}
if (field_trial::IsEnabled(
"WebRTC-Aec3EnforceCaptureDelayEstimationLeftRightPrioritization")) {
adjusted_cfg.delay.capture_alignment_mixing.prefer_first_two_channels =
true;
}
if (field_trial::IsEnabled(
"WebRTC-"
"Aec3RenderDelayEstimationLeftRightPrioritizationKillSwitch")) {
adjusted_cfg.delay.capture_alignment_mixing.prefer_first_two_channels =
false;
}
if (field_trial::IsEnabled("WebRTC-Aec3SensitiveDominantNearendActivation")) {
adjusted_cfg.suppressor.dominant_nearend_detection.enr_threshold = 0.5f;
} else if (field_trial::IsEnabled(
"WebRTC-Aec3VerySensitiveDominantNearendActivation")) {
adjusted_cfg.suppressor.dominant_nearend_detection.enr_threshold = 0.75f;
}
if (field_trial::IsEnabled("WebRTC-Aec3TransparentAntiHowlingGain")) {
adjusted_cfg.suppressor.high_bands_suppression.anti_howling_gain = 1.f;
}
if (field_trial::IsEnabled(
"WebRTC-Aec3EnforceMoreTransparentNormalSuppressorTuning")) {
adjusted_cfg.suppressor.normal_tuning.mask_lf.enr_transparent = 0.4f;
adjusted_cfg.suppressor.normal_tuning.mask_lf.enr_suppress = 0.5f;
}
if (field_trial::IsEnabled(
"WebRTC-Aec3EnforceMoreTransparentNearendSuppressorTuning")) {
adjusted_cfg.suppressor.nearend_tuning.mask_lf.enr_transparent = 1.29f;
adjusted_cfg.suppressor.nearend_tuning.mask_lf.enr_suppress = 1.3f;
}
if (field_trial::IsEnabled(
"WebRTC-Aec3EnforceMoreTransparentNormalSuppressorHfTuning")) {
adjusted_cfg.suppressor.normal_tuning.mask_hf.enr_transparent = 0.3f;
adjusted_cfg.suppressor.normal_tuning.mask_hf.enr_suppress = 0.4f;
}
if (field_trial::IsEnabled(
"WebRTC-Aec3EnforceMoreTransparentNearendSuppressorHfTuning")) {
adjusted_cfg.suppressor.nearend_tuning.mask_hf.enr_transparent = 1.09f;
adjusted_cfg.suppressor.nearend_tuning.mask_hf.enr_suppress = 1.1f;
}
if (field_trial::IsEnabled(
"WebRTC-Aec3EnforceRapidlyAdjustingNormalSuppressorTunings")) {
adjusted_cfg.suppressor.normal_tuning.max_inc_factor = 2.5f;
}
if (field_trial::IsEnabled(
"WebRTC-Aec3EnforceRapidlyAdjustingNearendSuppressorTunings")) {
adjusted_cfg.suppressor.nearend_tuning.max_inc_factor = 2.5f;
}
if (field_trial::IsEnabled(
"WebRTC-Aec3EnforceSlowlyAdjustingNormalSuppressorTunings")) {
adjusted_cfg.suppressor.normal_tuning.max_dec_factor_lf = .2f;
}
if (field_trial::IsEnabled(
"WebRTC-Aec3EnforceSlowlyAdjustingNearendSuppressorTunings")) {
adjusted_cfg.suppressor.nearend_tuning.max_dec_factor_lf = .2f;
}
if (field_trial::IsEnabled("WebRTC-Aec3EnforceConservativeHfSuppression")) {
adjusted_cfg.suppressor.conservative_hf_suppression = true;
}
if (field_trial::IsEnabled("WebRTC-Aec3EnforceStationarityProperties")) {
adjusted_cfg.echo_audibility.use_stationarity_properties = true;
}
if (field_trial::IsEnabled(
"WebRTC-Aec3EnforceStationarityPropertiesAtInit")) {
adjusted_cfg.echo_audibility.use_stationarity_properties_at_init = true;
}
if (field_trial::IsEnabled("WebRTC-Aec3EnforceLowActiveRenderLimit")) {
adjusted_cfg.render_levels.active_render_limit = 50.f;
} else if (field_trial::IsEnabled(
"WebRTC-Aec3EnforceVeryLowActiveRenderLimit")) {
adjusted_cfg.render_levels.active_render_limit = 30.f;
}
if (field_trial::IsEnabled("WebRTC-Aec3NonlinearModeReverbKillSwitch")) {
adjusted_cfg.echo_model.model_reverb_in_nonlinear_mode = false;
}
// Field-trial based override for the whole suppressor tuning.
const std::string suppressor_tuning_override_trial_name =
field_trial::FindFullName("WebRTC-Aec3SuppressorTuningOverride");
FieldTrialParameter<double> nearend_tuning_mask_lf_enr_transparent(
"nearend_tuning_mask_lf_enr_transparent",
adjusted_cfg.suppressor.nearend_tuning.mask_lf.enr_transparent);
FieldTrialParameter<double> nearend_tuning_mask_lf_enr_suppress(
"nearend_tuning_mask_lf_enr_suppress",
adjusted_cfg.suppressor.nearend_tuning.mask_lf.enr_suppress);
FieldTrialParameter<double> nearend_tuning_mask_hf_enr_transparent(
"nearend_tuning_mask_hf_enr_transparent",
adjusted_cfg.suppressor.nearend_tuning.mask_hf.enr_transparent);
FieldTrialParameter<double> nearend_tuning_mask_hf_enr_suppress(
"nearend_tuning_mask_hf_enr_suppress",
adjusted_cfg.suppressor.nearend_tuning.mask_hf.enr_suppress);
FieldTrialParameter<double> nearend_tuning_max_inc_factor(
"nearend_tuning_max_inc_factor",
adjusted_cfg.suppressor.nearend_tuning.max_inc_factor);
FieldTrialParameter<double> nearend_tuning_max_dec_factor_lf(
"nearend_tuning_max_dec_factor_lf",
adjusted_cfg.suppressor.nearend_tuning.max_dec_factor_lf);
FieldTrialParameter<double> normal_tuning_mask_lf_enr_transparent(
"normal_tuning_mask_lf_enr_transparent",
adjusted_cfg.suppressor.normal_tuning.mask_lf.enr_transparent);
FieldTrialParameter<double> normal_tuning_mask_lf_enr_suppress(
"normal_tuning_mask_lf_enr_suppress",
adjusted_cfg.suppressor.normal_tuning.mask_lf.enr_suppress);
FieldTrialParameter<double> normal_tuning_mask_hf_enr_transparent(
"normal_tuning_mask_hf_enr_transparent",
adjusted_cfg.suppressor.normal_tuning.mask_hf.enr_transparent);
FieldTrialParameter<double> normal_tuning_mask_hf_enr_suppress(
"normal_tuning_mask_hf_enr_suppress",
adjusted_cfg.suppressor.normal_tuning.mask_hf.enr_suppress);
FieldTrialParameter<double> normal_tuning_max_inc_factor(
"normal_tuning_max_inc_factor",
adjusted_cfg.suppressor.normal_tuning.max_inc_factor);
FieldTrialParameter<double> normal_tuning_max_dec_factor_lf(
"normal_tuning_max_dec_factor_lf",
adjusted_cfg.suppressor.normal_tuning.max_dec_factor_lf);
FieldTrialParameter<double> dominant_nearend_detection_enr_threshold(
"dominant_nearend_detection_enr_threshold",
adjusted_cfg.suppressor.dominant_nearend_detection.enr_threshold);
FieldTrialParameter<double> dominant_nearend_detection_enr_exit_threshold(
"dominant_nearend_detection_enr_exit_threshold",
adjusted_cfg.suppressor.dominant_nearend_detection.enr_exit_threshold);
FieldTrialParameter<double> dominant_nearend_detection_snr_threshold(
"dominant_nearend_detection_snr_threshold",
adjusted_cfg.suppressor.dominant_nearend_detection.snr_threshold);
FieldTrialParameter<int> dominant_nearend_detection_hold_duration(
"dominant_nearend_detection_hold_duration",
adjusted_cfg.suppressor.dominant_nearend_detection.hold_duration);
FieldTrialParameter<int> dominant_nearend_detection_trigger_threshold(
"dominant_nearend_detection_trigger_threshold",
adjusted_cfg.suppressor.dominant_nearend_detection.trigger_threshold);
ParseFieldTrial(
{&nearend_tuning_mask_lf_enr_transparent,
&nearend_tuning_mask_lf_enr_suppress,
&nearend_tuning_mask_hf_enr_transparent,
&nearend_tuning_mask_hf_enr_suppress, &nearend_tuning_max_inc_factor,
&nearend_tuning_max_dec_factor_lf,
&normal_tuning_mask_lf_enr_transparent,
&normal_tuning_mask_lf_enr_suppress,
&normal_tuning_mask_hf_enr_transparent,
&normal_tuning_mask_hf_enr_suppress, &normal_tuning_max_inc_factor,
&normal_tuning_max_dec_factor_lf,
&dominant_nearend_detection_enr_threshold,
&dominant_nearend_detection_enr_exit_threshold,
&dominant_nearend_detection_snr_threshold,
&dominant_nearend_detection_hold_duration,
&dominant_nearend_detection_trigger_threshold},
suppressor_tuning_override_trial_name);
adjusted_cfg.suppressor.nearend_tuning.mask_lf.enr_transparent =
static_cast<float>(nearend_tuning_mask_lf_enr_transparent.Get());
adjusted_cfg.suppressor.nearend_tuning.mask_lf.enr_suppress =
static_cast<float>(nearend_tuning_mask_lf_enr_suppress.Get());
adjusted_cfg.suppressor.nearend_tuning.mask_hf.enr_transparent =
static_cast<float>(nearend_tuning_mask_hf_enr_transparent.Get());
adjusted_cfg.suppressor.nearend_tuning.mask_hf.enr_suppress =
static_cast<float>(nearend_tuning_mask_hf_enr_suppress.Get());
adjusted_cfg.suppressor.nearend_tuning.max_inc_factor =
static_cast<float>(nearend_tuning_max_inc_factor.Get());
adjusted_cfg.suppressor.nearend_tuning.max_dec_factor_lf =
static_cast<float>(nearend_tuning_max_dec_factor_lf.Get());
adjusted_cfg.suppressor.normal_tuning.mask_lf.enr_transparent =
static_cast<float>(normal_tuning_mask_lf_enr_transparent.Get());
adjusted_cfg.suppressor.normal_tuning.mask_lf.enr_suppress =
static_cast<float>(normal_tuning_mask_lf_enr_suppress.Get());
adjusted_cfg.suppressor.normal_tuning.mask_hf.enr_transparent =
static_cast<float>(normal_tuning_mask_hf_enr_transparent.Get());
adjusted_cfg.suppressor.normal_tuning.mask_hf.enr_suppress =
static_cast<float>(normal_tuning_mask_hf_enr_suppress.Get());
adjusted_cfg.suppressor.normal_tuning.max_inc_factor =
static_cast<float>(normal_tuning_max_inc_factor.Get());
adjusted_cfg.suppressor.normal_tuning.max_dec_factor_lf =
static_cast<float>(normal_tuning_max_dec_factor_lf.Get());
adjusted_cfg.suppressor.dominant_nearend_detection.enr_threshold =
static_cast<float>(dominant_nearend_detection_enr_threshold.Get());
adjusted_cfg.suppressor.dominant_nearend_detection.enr_exit_threshold =
static_cast<float>(dominant_nearend_detection_enr_exit_threshold.Get());
adjusted_cfg.suppressor.dominant_nearend_detection.snr_threshold =
static_cast<float>(dominant_nearend_detection_snr_threshold.Get());
adjusted_cfg.suppressor.dominant_nearend_detection.hold_duration =
dominant_nearend_detection_hold_duration.Get();
adjusted_cfg.suppressor.dominant_nearend_detection.trigger_threshold =
dominant_nearend_detection_trigger_threshold.Get();
// Field trial-based overrides of individual suppressor parameters.
RetrieveFieldTrialValue(
"WebRTC-Aec3SuppressorNearendLfMaskTransparentOverride", 0.f, 10.f,
&adjusted_cfg.suppressor.nearend_tuning.mask_lf.enr_transparent);
RetrieveFieldTrialValue(
"WebRTC-Aec3SuppressorNearendLfMaskSuppressOverride", 0.f, 10.f,
&adjusted_cfg.suppressor.nearend_tuning.mask_lf.enr_suppress);
RetrieveFieldTrialValue(
"WebRTC-Aec3SuppressorNearendHfMaskTransparentOverride", 0.f, 10.f,
&adjusted_cfg.suppressor.nearend_tuning.mask_hf.enr_transparent);
RetrieveFieldTrialValue(
"WebRTC-Aec3SuppressorNearendHfMaskSuppressOverride", 0.f, 10.f,
&adjusted_cfg.suppressor.nearend_tuning.mask_hf.enr_suppress);
RetrieveFieldTrialValue(
"WebRTC-Aec3SuppressorNearendMaxIncFactorOverride", 0.f, 10.f,
&adjusted_cfg.suppressor.nearend_tuning.max_inc_factor);
RetrieveFieldTrialValue(
"WebRTC-Aec3SuppressorNearendMaxDecFactorLfOverride", 0.f, 10.f,
&adjusted_cfg.suppressor.nearend_tuning.max_dec_factor_lf);
RetrieveFieldTrialValue(
"WebRTC-Aec3SuppressorNormalLfMaskTransparentOverride", 0.f, 10.f,
&adjusted_cfg.suppressor.normal_tuning.mask_lf.enr_transparent);
RetrieveFieldTrialValue(
"WebRTC-Aec3SuppressorNormalLfMaskSuppressOverride", 0.f, 10.f,
&adjusted_cfg.suppressor.normal_tuning.mask_lf.enr_suppress);
RetrieveFieldTrialValue(
"WebRTC-Aec3SuppressorNormalHfMaskTransparentOverride", 0.f, 10.f,
&adjusted_cfg.suppressor.normal_tuning.mask_hf.enr_transparent);
RetrieveFieldTrialValue(
"WebRTC-Aec3SuppressorNormalHfMaskSuppressOverride", 0.f, 10.f,
&adjusted_cfg.suppressor.normal_tuning.mask_hf.enr_suppress);
RetrieveFieldTrialValue(
"WebRTC-Aec3SuppressorNormalMaxIncFactorOverride", 0.f, 10.f,
&adjusted_cfg.suppressor.normal_tuning.max_inc_factor);
RetrieveFieldTrialValue(
"WebRTC-Aec3SuppressorNormalMaxDecFactorLfOverride", 0.f, 10.f,
&adjusted_cfg.suppressor.normal_tuning.max_dec_factor_lf);
RetrieveFieldTrialValue(
"WebRTC-Aec3SuppressorDominantNearendEnrThresholdOverride", 0.f, 100.f,
&adjusted_cfg.suppressor.dominant_nearend_detection.enr_threshold);
RetrieveFieldTrialValue(
"WebRTC-Aec3SuppressorDominantNearendEnrExitThresholdOverride", 0.f,
100.f,
&adjusted_cfg.suppressor.dominant_nearend_detection.enr_exit_threshold);
RetrieveFieldTrialValue(
"WebRTC-Aec3SuppressorDominantNearendSnrThresholdOverride", 0.f, 100.f,
&adjusted_cfg.suppressor.dominant_nearend_detection.snr_threshold);
RetrieveFieldTrialValue(
"WebRTC-Aec3SuppressorDominantNearendHoldDurationOverride", 0, 1000,
&adjusted_cfg.suppressor.dominant_nearend_detection.hold_duration);
RetrieveFieldTrialValue(
"WebRTC-Aec3SuppressorDominantNearendTriggerThresholdOverride", 0, 1000,
&adjusted_cfg.suppressor.dominant_nearend_detection.trigger_threshold);
RetrieveFieldTrialValue(
"WebRTC-Aec3SuppressorAntiHowlingGainOverride", 0.f, 10.f,
&adjusted_cfg.suppressor.high_bands_suppression.anti_howling_gain);
// Field trial-based overrides of individual delay estimator parameters.
RetrieveFieldTrialValue("WebRTC-Aec3DelayEstimateSmoothingOverride", 0.f, 1.f,
&adjusted_cfg.delay.delay_estimate_smoothing);
RetrieveFieldTrialValue(
"WebRTC-Aec3DelayEstimateSmoothingDelayFoundOverride", 0.f, 1.f,
&adjusted_cfg.delay.delay_estimate_smoothing_delay_found);
int max_allowed_excess_render_blocks_override =
adjusted_cfg.buffering.max_allowed_excess_render_blocks;
RetrieveFieldTrialValue(
"WebRTC-Aec3BufferingMaxAllowedExcessRenderBlocksOverride", 0, 20,
&max_allowed_excess_render_blocks_override);
adjusted_cfg.buffering.max_allowed_excess_render_blocks =
max_allowed_excess_render_blocks_override;
return adjusted_cfg;
}
class EchoCanceller3::RenderWriter {
public:
RenderWriter(ApmDataDumper* data_dumper,
const EchoCanceller3Config& config,
SwapQueue<std::vector<std::vector<std::vector<float>>>,
Aec3RenderQueueItemVerifier>* render_transfer_queue,
size_t num_bands,
size_t num_channels);
RenderWriter() = delete;
RenderWriter(const RenderWriter&) = delete;
RenderWriter& operator=(const RenderWriter&) = delete;
~RenderWriter();
void Insert(const AudioBuffer& input);
private:
ApmDataDumper* data_dumper_;
const size_t num_bands_;
const size_t num_channels_;
std::unique_ptr<HighPassFilter> high_pass_filter_;
std::vector<std::vector<std::vector<float>>> render_queue_input_frame_;
SwapQueue<std::vector<std::vector<std::vector<float>>>,
Aec3RenderQueueItemVerifier>* render_transfer_queue_;
};
EchoCanceller3::RenderWriter::RenderWriter(
ApmDataDumper* data_dumper,
const EchoCanceller3Config& config,
SwapQueue<std::vector<std::vector<std::vector<float>>>,
Aec3RenderQueueItemVerifier>* render_transfer_queue,
size_t num_bands,
size_t num_channels)
: data_dumper_(data_dumper),
num_bands_(num_bands),
num_channels_(num_channels),
render_queue_input_frame_(
num_bands_,
std::vector<std::vector<float>>(
num_channels_,
std::vector<float>(AudioBuffer::kSplitBandSize, 0.f))),
render_transfer_queue_(render_transfer_queue) {
RTC_DCHECK(data_dumper);
if (config.filter.high_pass_filter_echo_reference) {
high_pass_filter_ = std::make_unique<HighPassFilter>(16000, num_channels);
}
}
EchoCanceller3::RenderWriter::~RenderWriter() = default;
void EchoCanceller3::RenderWriter::Insert(const AudioBuffer& input) {
RTC_DCHECK_EQ(AudioBuffer::kSplitBandSize, input.num_frames_per_band());
RTC_DCHECK_EQ(num_bands_, input.num_bands());
RTC_DCHECK_EQ(num_channels_, input.num_channels());
// TODO(bugs.webrtc.org/8759) Temporary work-around.
if (num_bands_ != input.num_bands())
return;
data_dumper_->DumpWav("aec3_render_input", AudioBuffer::kSplitBandSize,
&input.split_bands_const(0)[0][0], 16000, 1);
CopyBufferIntoFrame(input, num_bands_, num_channels_,
&render_queue_input_frame_);
if (high_pass_filter_) {
high_pass_filter_->Process(&render_queue_input_frame_[0]);
}
static_cast<void>(render_transfer_queue_->Insert(&render_queue_input_frame_));
}
std::atomic<int> EchoCanceller3::instance_count_(0);
EchoCanceller3::EchoCanceller3(
const EchoCanceller3Config& config,
const std::optional<EchoCanceller3Config>& multichannel_config,
int sample_rate_hz,
size_t num_render_channels,
size_t num_capture_channels)
: data_dumper_(new ApmDataDumper(instance_count_.fetch_add(1) + 1)),
config_(AdjustConfig(config)),
sample_rate_hz_(sample_rate_hz),
num_bands_(NumBandsForRate(sample_rate_hz_)),
num_render_input_channels_(num_render_channels),
num_capture_channels_(num_capture_channels),
config_selector_(AdjustConfig(config),
multichannel_config,
num_render_input_channels_),
multichannel_content_detector_(
config_selector_.active_config().multi_channel.detect_stereo_content,
num_render_input_channels_,
config_selector_.active_config()
.multi_channel.stereo_detection_threshold,
config_selector_.active_config()
.multi_channel.stereo_detection_timeout_threshold_seconds,
config_selector_.active_config()
.multi_channel.stereo_detection_hysteresis_seconds),
output_framer_(num_bands_, num_capture_channels_),
capture_blocker_(num_bands_, num_capture_channels_),
render_transfer_queue_(
kRenderTransferQueueSizeFrames,
std::vector<std::vector<std::vector<float>>>(
num_bands_,
std::vector<std::vector<float>>(
num_render_input_channels_,
std::vector<float>(AudioBuffer::kSplitBandSize, 0.f))),
Aec3RenderQueueItemVerifier(num_bands_,
num_render_input_channels_,
AudioBuffer::kSplitBandSize)),
render_queue_output_frame_(
num_bands_,
std::vector<std::vector<float>>(
num_render_input_channels_,
std::vector<float>(AudioBuffer::kSplitBandSize, 0.f))),
render_block_(num_bands_, num_render_input_channels_),
capture_block_(num_bands_, num_capture_channels_),
capture_sub_frame_view_(
num_bands_,
std::vector<rtc::ArrayView<float>>(num_capture_channels_)) {
RTC_DCHECK(ValidFullBandRate(sample_rate_hz_));
if (config_selector_.active_config().delay.fixed_capture_delay_samples > 0) {
block_delay_buffer_.reset(new BlockDelayBuffer(
num_capture_channels_, num_bands_, AudioBuffer::kSplitBandSize,
config_.delay.fixed_capture_delay_samples));
}
render_writer_.reset(new RenderWriter(
data_dumper_.get(), config_selector_.active_config(),
&render_transfer_queue_, num_bands_, num_render_input_channels_));
RTC_DCHECK_EQ(num_bands_, std::max(sample_rate_hz_, 16000) / 16000);
RTC_DCHECK_GE(kMaxNumBands, num_bands_);
if (config_selector_.active_config().filter.export_linear_aec_output) {
linear_output_framer_.reset(
new BlockFramer(/*num_bands=*/1, num_capture_channels_));
linear_output_block_ =
std::make_unique<Block>(/*num_bands=*/1, num_capture_channels_);
linear_output_sub_frame_view_ =
std::vector<std::vector<rtc::ArrayView<float>>>(
1, std::vector<rtc::ArrayView<float>>(num_capture_channels_));
}
Initialize();
RTC_LOG(LS_INFO) << "AEC3 created with sample rate: " << sample_rate_hz_
<< " Hz, num render channels: " << num_render_input_channels_
<< ", num capture channels: " << num_capture_channels_;
}
EchoCanceller3::~EchoCanceller3() = default;
void EchoCanceller3::Initialize() {
RTC_DCHECK_RUNS_SERIALIZED(&capture_race_checker_);
num_render_channels_to_aec_ =
multichannel_content_detector_.IsProperMultiChannelContentDetected()
? num_render_input_channels_
: 1;
config_selector_.Update(
multichannel_content_detector_.IsProperMultiChannelContentDetected());
render_block_.SetNumChannels(num_render_channels_to_aec_);
render_blocker_.reset(
new FrameBlocker(num_bands_, num_render_channels_to_aec_));
block_processor_.reset(BlockProcessor::Create(
config_selector_.active_config(), sample_rate_hz_,
num_render_channels_to_aec_, num_capture_channels_));
render_sub_frame_view_ = std::vector<std::vector<rtc::ArrayView<float>>>(
num_bands_,
std::vector<rtc::ArrayView<float>>(num_render_channels_to_aec_));
}
void EchoCanceller3::AnalyzeRender(const AudioBuffer& render) {
RTC_DCHECK_RUNS_SERIALIZED(&render_race_checker_);
RTC_DCHECK_EQ(render.num_channels(), num_render_input_channels_);
data_dumper_->DumpRaw("aec3_call_order",
static_cast<int>(EchoCanceller3ApiCall::kRender));
return render_writer_->Insert(render);
}
void EchoCanceller3::AnalyzeCapture(const AudioBuffer& capture) {
RTC_DCHECK_RUNS_SERIALIZED(&capture_race_checker_);
data_dumper_->DumpWav("aec3_capture_analyze_input", capture.num_frames(),
capture.channels_const()[0], sample_rate_hz_, 1);
saturated_microphone_signal_ = false;
for (size_t channel = 0; channel < capture.num_channels(); ++channel) {
saturated_microphone_signal_ |=
DetectSaturation(rtc::ArrayView<const float>(
capture.channels_const()[channel], capture.num_frames()));
if (saturated_microphone_signal_) {
break;
}
}
}
void EchoCanceller3::ProcessCapture(AudioBuffer* capture, bool level_change) {
ProcessCapture(capture, nullptr, level_change);
}
void EchoCanceller3::ProcessCapture(AudioBuffer* capture,
AudioBuffer* linear_output,
bool level_change) {
RTC_DCHECK_RUNS_SERIALIZED(&capture_race_checker_);
RTC_DCHECK(capture);
RTC_DCHECK_EQ(num_bands_, capture->num_bands());
RTC_DCHECK_EQ(AudioBuffer::kSplitBandSize, capture->num_frames_per_band());
RTC_DCHECK_EQ(capture->num_channels(), num_capture_channels_);
data_dumper_->DumpRaw("aec3_call_order",
static_cast<int>(EchoCanceller3ApiCall::kCapture));
if (linear_output && !linear_output_framer_) {
RTC_LOG(LS_ERROR) << "Trying to retrieve the linear AEC output without "
"properly configuring AEC3.";
RTC_DCHECK_NOTREACHED();
}
// Report capture call in the metrics and periodically update API call
// metrics.
api_call_metrics_.ReportCaptureCall();
// Optionally delay the capture signal.
if (config_selector_.active_config().delay.fixed_capture_delay_samples > 0) {
RTC_DCHECK(block_delay_buffer_);
block_delay_buffer_->DelaySignal(capture);
}
rtc::ArrayView<float> capture_lower_band = rtc::ArrayView<float>(
&capture->split_bands(0)[0][0], AudioBuffer::kSplitBandSize);
data_dumper_->DumpWav("aec3_capture_input", capture_lower_band, 16000, 1);
EmptyRenderQueue();
ProcessCaptureFrameContent(
linear_output, capture, level_change,
multichannel_content_detector_.IsTemporaryMultiChannelContentDetected(),
saturated_microphone_signal_, 0, &capture_blocker_,
linear_output_framer_.get(), &output_framer_, block_processor_.get(),
linear_output_block_.get(), &linear_output_sub_frame_view_,
&capture_block_, &capture_sub_frame_view_);
ProcessCaptureFrameContent(
linear_output, capture, level_change,
multichannel_content_detector_.IsTemporaryMultiChannelContentDetected(),
saturated_microphone_signal_, 1, &capture_blocker_,
linear_output_framer_.get(), &output_framer_, block_processor_.get(),
linear_output_block_.get(), &linear_output_sub_frame_view_,
&capture_block_, &capture_sub_frame_view_);
ProcessRemainingCaptureFrameContent(
level_change,
multichannel_content_detector_.IsTemporaryMultiChannelContentDetected(),
saturated_microphone_signal_, &capture_blocker_,
linear_output_framer_.get(), &output_framer_, block_processor_.get(),
linear_output_block_.get(), &capture_block_);
data_dumper_->DumpWav("aec3_capture_output", AudioBuffer::kSplitBandSize,
&capture->split_bands(0)[0][0], 16000, 1);
}
EchoControl::Metrics EchoCanceller3::GetMetrics() const {
RTC_DCHECK_RUNS_SERIALIZED(&capture_race_checker_);
Metrics metrics;
block_processor_->GetMetrics(&metrics);
return metrics;
}
void EchoCanceller3::SetAudioBufferDelay(int delay_ms) {
RTC_DCHECK_RUNS_SERIALIZED(&capture_race_checker_);
block_processor_->SetAudioBufferDelay(delay_ms);
}
void EchoCanceller3::SetCaptureOutputUsage(bool capture_output_used) {
RTC_DCHECK_RUNS_SERIALIZED(&capture_race_checker_);
block_processor_->SetCaptureOutputUsage(capture_output_used);
}
bool EchoCanceller3::ActiveProcessing() const {
return true;
}
EchoCanceller3Config EchoCanceller3::CreateDefaultMultichannelConfig() {
EchoCanceller3Config cfg;
// Use shorter and more rapidly adapting coarse filter to compensate for
// thge increased number of total filter parameters to adapt.
cfg.filter.coarse.length_blocks = 11;
cfg.filter.coarse.rate = 0.95f;
cfg.filter.coarse_initial.length_blocks = 11;
cfg.filter.coarse_initial.rate = 0.95f;
// Use more concervative suppressor behavior for non-nearend speech.
cfg.suppressor.normal_tuning.max_dec_factor_lf = 0.35f;
cfg.suppressor.normal_tuning.max_inc_factor = 1.5f;
return cfg;
}
void EchoCanceller3::SetBlockProcessorForTesting(
std::unique_ptr<BlockProcessor> block_processor) {
RTC_DCHECK_RUNS_SERIALIZED(&capture_race_checker_);
RTC_DCHECK(block_processor);
block_processor_ = std::move(block_processor);
}
void EchoCanceller3::EmptyRenderQueue() {
RTC_DCHECK_RUNS_SERIALIZED(&capture_race_checker_);
bool frame_to_buffer =
render_transfer_queue_.Remove(&render_queue_output_frame_);
while (frame_to_buffer) {
// Report render call in the metrics.
api_call_metrics_.ReportRenderCall();
if (multichannel_content_detector_.UpdateDetection(
render_queue_output_frame_)) {
// Reinitialize the AEC when proper stereo is detected.
Initialize();
}
// Buffer frame content.
BufferRenderFrameContent(
/*proper_downmix_needed=*/multichannel_content_detector_
.IsTemporaryMultiChannelContentDetected(),
&render_queue_output_frame_, 0, render_blocker_.get(),
block_processor_.get(), &render_block_, &render_sub_frame_view_);
BufferRenderFrameContent(
/*proper_downmix_needed=*/multichannel_content_detector_
.IsTemporaryMultiChannelContentDetected(),
&render_queue_output_frame_, 1, render_blocker_.get(),
block_processor_.get(), &render_block_, &render_sub_frame_view_);
BufferRemainingRenderFrameContent(render_blocker_.get(),
block_processor_.get(), &render_block_);
frame_to_buffer =
render_transfer_queue_.Remove(&render_queue_output_frame_);
}
}
} // namespace webrtc