R=henrik.lundin@webrtc.org, turaj@webrtc.org Review URL: https://codereview.webrtc.org/1685703004 . Cr-Commit-Position: refs/heads/master@{#11663}
148 lines
5.6 KiB
C++
148 lines
5.6 KiB
C++
/*
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* Copyright (c) 2014 The WebRTC project authors. All Rights Reserved.
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*
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* Use of this source code is governed by a BSD-style license
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* that can be found in the LICENSE file in the root of the source
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* tree. An additional intellectual property rights grant can be found
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* in the file PATENTS. All contributing project authors may
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* be found in the AUTHORS file in the root of the source tree.
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*/
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#ifndef WEBRTC_MODULES_AUDIO_PROCESSING_INTELLIGIBILITY_INTELLIGIBILITY_ENHANCER_H_
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#define WEBRTC_MODULES_AUDIO_PROCESSING_INTELLIGIBILITY_INTELLIGIBILITY_ENHANCER_H_
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#include <complex>
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#include <vector>
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#include "webrtc/base/scoped_ptr.h"
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#include "webrtc/common_audio/lapped_transform.h"
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#include "webrtc/common_audio/channel_buffer.h"
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#include "webrtc/modules/audio_processing/intelligibility/intelligibility_utils.h"
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namespace webrtc {
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// Speech intelligibility enhancement module. Reads render and capture
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// audio streams and modifies the render stream with a set of gains per
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// frequency bin to enhance speech against the noise background.
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// Details of the model and algorithm can be found in the original paper:
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// http://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=6882788
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class IntelligibilityEnhancer {
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public:
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struct Config {
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// TODO(bercic): the |decay_rate|, |analysis_rate| and |gain_limit|
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// parameters should probably go away once fine tuning is done.
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Config()
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: sample_rate_hz(16000),
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num_capture_channels(1),
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num_render_channels(1),
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decay_rate(0.9f),
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analysis_rate(60),
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gain_change_limit(0.1f),
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rho(0.02f) {}
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int sample_rate_hz;
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size_t num_capture_channels;
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size_t num_render_channels;
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float decay_rate;
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int analysis_rate;
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float gain_change_limit;
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float rho;
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};
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explicit IntelligibilityEnhancer(const Config& config);
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IntelligibilityEnhancer(); // Initialize with default config.
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// Sets the capture noise magnitude spectrum estimate.
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void SetCaptureNoiseEstimate(std::vector<float> noise);
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// Reads chunk of speech in time domain and updates with modified signal.
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void ProcessRenderAudio(float* const* audio,
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int sample_rate_hz,
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size_t num_channels);
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bool active() const;
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private:
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// Provides access point to the frequency domain.
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class TransformCallback : public LappedTransform::Callback {
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public:
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TransformCallback(IntelligibilityEnhancer* parent);
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// All in frequency domain, receives input |in_block|, applies
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// intelligibility enhancement, and writes result to |out_block|.
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void ProcessAudioBlock(const std::complex<float>* const* in_block,
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size_t in_channels,
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size_t frames,
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size_t out_channels,
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std::complex<float>* const* out_block) override;
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private:
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IntelligibilityEnhancer* parent_;
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};
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friend class TransformCallback;
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FRIEND_TEST_ALL_PREFIXES(IntelligibilityEnhancerTest, TestErbCreation);
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FRIEND_TEST_ALL_PREFIXES(IntelligibilityEnhancerTest, TestSolveForGains);
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// Updates power computation and analysis with |in_block_|,
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// and writes modified speech to |out_block|.
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void ProcessClearBlock(const std::complex<float>* in_block,
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std::complex<float>* out_block);
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// Computes and sets modified gains.
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void AnalyzeClearBlock();
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// Bisection search for optimal |lambda|.
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void SolveForLambda(float power_target, float power_bot, float power_top);
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// Transforms freq gains to ERB gains.
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void UpdateErbGains();
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// Returns number of ERB filters.
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static size_t GetBankSize(int sample_rate, size_t erb_resolution);
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// Initializes ERB filterbank.
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std::vector<std::vector<float>> CreateErbBank(size_t num_freqs);
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// Analytically solves quadratic for optimal gains given |lambda|.
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// Negative gains are set to 0. Stores the results in |sols|.
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void SolveForGainsGivenLambda(float lambda, size_t start_freq, float* sols);
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const size_t freqs_; // Num frequencies in frequency domain.
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const size_t window_size_; // Window size in samples; also the block size.
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const size_t chunk_length_; // Chunk size in samples.
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const size_t bank_size_; // Num ERB filters.
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const int sample_rate_hz_;
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const int erb_resolution_;
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const size_t num_capture_channels_;
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const size_t num_render_channels_;
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const int analysis_rate_; // Num blocks before gains recalculated.
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const bool active_; // Whether render gains are being updated.
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// TODO(ekm): Add logic for updating |active_|.
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intelligibility::PowerEstimator clear_power_;
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std::vector<float> noise_power_;
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rtc::scoped_ptr<float[]> filtered_clear_pow_;
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rtc::scoped_ptr<float[]> filtered_noise_pow_;
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rtc::scoped_ptr<float[]> center_freqs_;
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std::vector<std::vector<float>> capture_filter_bank_;
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std::vector<std::vector<float>> render_filter_bank_;
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size_t start_freq_;
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rtc::scoped_ptr<float[]> rho_; // Production and interpretation SNR.
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// for each ERB band.
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rtc::scoped_ptr<float[]> gains_eq_; // Pre-filter modified gains.
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intelligibility::GainApplier gain_applier_;
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// Destination buffers used to reassemble blocked chunks before overwriting
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// the original input array with modifications.
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ChannelBuffer<float> temp_render_out_buffer_;
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rtc::scoped_ptr<float[]> kbd_window_;
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TransformCallback render_callback_;
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rtc::scoped_ptr<LappedTransform> render_mangler_;
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int block_count_;
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int analysis_step_;
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};
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} // namespace webrtc
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#endif // WEBRTC_MODULES_AUDIO_PROCESSING_INTELLIGIBILITY_INTELLIGIBILITY_ENHANCER_H_
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