2016-02-18 04:04:25 +00:00

148 lines
5.6 KiB
C++

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