|  | /* | 
|  | *  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/agc2/limiter.h" | 
|  |  | 
|  | #include <algorithm> | 
|  | #include <array> | 
|  | #include <cmath> | 
|  |  | 
|  | #include "api/array_view.h" | 
|  | #include "modules/audio_processing/agc2/agc2_common.h" | 
|  | #include "modules/audio_processing/logging/apm_data_dumper.h" | 
|  | #include "rtc_base/checks.h" | 
|  | #include "rtc_base/numerics/safe_minmax.h" | 
|  |  | 
|  | namespace webrtc { | 
|  | namespace { | 
|  |  | 
|  | // This constant affects the way scaling factors are interpolated for the first | 
|  | // sub-frame of a frame. Only in the case in which the first sub-frame has an | 
|  | // estimated level which is greater than the that of the previous analyzed | 
|  | // sub-frame, linear interpolation is replaced with a power function which | 
|  | // reduces the chances of over-shooting (and hence saturation), however reducing | 
|  | // the fixed gain effectiveness. | 
|  | constexpr float kAttackFirstSubframeInterpolationPower = 8.f; | 
|  |  | 
|  | void InterpolateFirstSubframe(float last_factor, | 
|  | float current_factor, | 
|  | rtc::ArrayView<float> subframe) { | 
|  | const auto n = subframe.size(); | 
|  | constexpr auto p = kAttackFirstSubframeInterpolationPower; | 
|  | for (size_t i = 0; i < n; ++i) { | 
|  | subframe[i] = std::pow(1.f - i / n, p) * (last_factor - current_factor) + | 
|  | current_factor; | 
|  | } | 
|  | } | 
|  |  | 
|  | void ComputePerSampleSubframeFactors( | 
|  | const std::array<float, kSubFramesInFrame + 1>& scaling_factors, | 
|  | size_t samples_per_channel, | 
|  | rtc::ArrayView<float> per_sample_scaling_factors) { | 
|  | const size_t num_subframes = scaling_factors.size() - 1; | 
|  | const size_t subframe_size = | 
|  | rtc::CheckedDivExact(samples_per_channel, num_subframes); | 
|  |  | 
|  | // Handle first sub-frame differently in case of attack. | 
|  | const bool is_attack = scaling_factors[0] > scaling_factors[1]; | 
|  | if (is_attack) { | 
|  | InterpolateFirstSubframe( | 
|  | scaling_factors[0], scaling_factors[1], | 
|  | rtc::ArrayView<float>( | 
|  | per_sample_scaling_factors.subview(0, subframe_size))); | 
|  | } | 
|  |  | 
|  | for (size_t i = is_attack ? 1 : 0; i < num_subframes; ++i) { | 
|  | const size_t subframe_start = i * subframe_size; | 
|  | const float scaling_start = scaling_factors[i]; | 
|  | const float scaling_end = scaling_factors[i + 1]; | 
|  | const float scaling_diff = (scaling_end - scaling_start) / subframe_size; | 
|  | for (size_t j = 0; j < subframe_size; ++j) { | 
|  | per_sample_scaling_factors[subframe_start + j] = | 
|  | scaling_start + scaling_diff * j; | 
|  | } | 
|  | } | 
|  | } | 
|  |  | 
|  | void ScaleSamples(rtc::ArrayView<const float> per_sample_scaling_factors, | 
|  | AudioFrameView<float> signal) { | 
|  | const size_t samples_per_channel = signal.samples_per_channel(); | 
|  | RTC_DCHECK_EQ(samples_per_channel, per_sample_scaling_factors.size()); | 
|  | for (size_t i = 0; i < signal.num_channels(); ++i) { | 
|  | auto channel = signal.channel(i); | 
|  | for (size_t j = 0; j < samples_per_channel; ++j) { | 
|  | channel[j] = rtc::SafeClamp(channel[j] * per_sample_scaling_factors[j], | 
|  | kMinFloatS16Value, kMaxFloatS16Value); | 
|  | } | 
|  | } | 
|  | } | 
|  |  | 
|  | void CheckLimiterSampleRate(size_t sample_rate_hz) { | 
|  | // Check that per_sample_scaling_factors_ is large enough. | 
|  | RTC_DCHECK_LE(sample_rate_hz, | 
|  | kMaximalNumberOfSamplesPerChannel * 1000 / kFrameDurationMs); | 
|  | } | 
|  |  | 
|  | }  // namespace | 
|  |  | 
|  | Limiter::Limiter(size_t sample_rate_hz, | 
|  | ApmDataDumper* apm_data_dumper, | 
|  | std::string histogram_name) | 
|  | : interp_gain_curve_(apm_data_dumper, histogram_name), | 
|  | level_estimator_(sample_rate_hz, apm_data_dumper), | 
|  | apm_data_dumper_(apm_data_dumper) { | 
|  | CheckLimiterSampleRate(sample_rate_hz); | 
|  | } | 
|  |  | 
|  | Limiter::~Limiter() = default; | 
|  |  | 
|  | void Limiter::Process(AudioFrameView<float> signal) { | 
|  | const auto level_estimate = level_estimator_.ComputeLevel(signal); | 
|  |  | 
|  | RTC_DCHECK_EQ(level_estimate.size() + 1, scaling_factors_.size()); | 
|  | scaling_factors_[0] = last_scaling_factor_; | 
|  | std::transform(level_estimate.begin(), level_estimate.end(), | 
|  | scaling_factors_.begin() + 1, [this](float x) { | 
|  | return interp_gain_curve_.LookUpGainToApply(x); | 
|  | }); | 
|  |  | 
|  | const size_t samples_per_channel = signal.samples_per_channel(); | 
|  | RTC_DCHECK_LE(samples_per_channel, kMaximalNumberOfSamplesPerChannel); | 
|  |  | 
|  | auto per_sample_scaling_factors = rtc::ArrayView<float>( | 
|  | &per_sample_scaling_factors_[0], samples_per_channel); | 
|  | ComputePerSampleSubframeFactors(scaling_factors_, samples_per_channel, | 
|  | per_sample_scaling_factors); | 
|  | ScaleSamples(per_sample_scaling_factors, signal); | 
|  |  | 
|  | last_scaling_factor_ = scaling_factors_.back(); | 
|  |  | 
|  | // Dump data for debug. | 
|  | apm_data_dumper_->DumpRaw("agc2_gain_curve_applier_scaling_factors", | 
|  | samples_per_channel, | 
|  | per_sample_scaling_factors_.data()); | 
|  | } | 
|  |  | 
|  | InterpolatedGainCurve::Stats Limiter::GetGainCurveStats() const { | 
|  | return interp_gain_curve_.get_stats(); | 
|  | } | 
|  |  | 
|  | void Limiter::SetSampleRate(size_t sample_rate_hz) { | 
|  | CheckLimiterSampleRate(sample_rate_hz); | 
|  | level_estimator_.SetSampleRate(sample_rate_hz); | 
|  | } | 
|  |  | 
|  | void Limiter::Reset() { | 
|  | level_estimator_.Reset(); | 
|  | } | 
|  |  | 
|  | float Limiter::LastAudioLevel() const { | 
|  | return level_estimator_.LastAudioLevel(); | 
|  | } | 
|  |  | 
|  | }  // namespace webrtc |