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Side by Side Diff: webrtc/modules/audio_processing/intelligibility/intelligibility_enhancer.h

Issue 1672343002: Using the NS noise estimate for the IE (Closed) Base URL: https://chromium.googlesource.com/external/webrtc.git@ns
Patch Set: Rebasing Created 4 years, 10 months ago
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1 /* 1 /*
2 * Copyright (c) 2014 The WebRTC project authors. All Rights Reserved. 2 * Copyright (c) 2014 The WebRTC project authors. All Rights Reserved.
3 * 3 *
4 * Use of this source code is governed by a BSD-style license 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 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 6 * tree. An additional intellectual property rights grant can be found
7 * in the file PATENTS. All contributing project authors may 7 * in the file PATENTS. All contributing project authors may
8 * be found in the AUTHORS file in the root of the source tree. 8 * be found in the AUTHORS file in the root of the source tree.
9 */ 9 */
10 10
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53 float var_decay_rate; 53 float var_decay_rate;
54 size_t var_window_size; 54 size_t var_window_size;
55 int analysis_rate; 55 int analysis_rate;
56 float gain_change_limit; 56 float gain_change_limit;
57 float rho; 57 float rho;
58 }; 58 };
59 59
60 explicit IntelligibilityEnhancer(const Config& config); 60 explicit IntelligibilityEnhancer(const Config& config);
61 IntelligibilityEnhancer(); // Initialize with default config. 61 IntelligibilityEnhancer(); // Initialize with default config.
62 62
63 // Reads and processes chunk of noise stream in time domain. 63 // Sets the capture noise magnitude spectrum estimate.
64 void AnalyzeCaptureAudio(float* const* audio, 64 void SetCaptureNoiseEstimate(std::vector<float> noise);
65 int sample_rate_hz,
66 size_t num_channels);
67 65
68 // Reads chunk of speech in time domain and updates with modified signal. 66 // Reads chunk of speech in time domain and updates with modified signal.
69 void ProcessRenderAudio(float* const* audio, 67 void ProcessRenderAudio(float* const* audio,
70 int sample_rate_hz, 68 int sample_rate_hz,
71 size_t num_channels); 69 size_t num_channels);
72 bool active() const; 70 bool active() const;
73 71
74 private: 72 private:
75 enum AudioSource {
76 kRenderStream = 0, // Clear speech stream.
77 kCaptureStream, // Noise stream.
78 };
79
80 // Provides access point to the frequency domain. 73 // Provides access point to the frequency domain.
81 class TransformCallback : public LappedTransform::Callback { 74 class TransformCallback : public LappedTransform::Callback {
82 public: 75 public:
83 TransformCallback(IntelligibilityEnhancer* parent, AudioSource source); 76 TransformCallback(IntelligibilityEnhancer* parent);
84 77
85 // All in frequency domain, receives input |in_block|, applies 78 // All in frequency domain, receives input |in_block|, applies
86 // intelligibility enhancement, and writes result to |out_block|. 79 // intelligibility enhancement, and writes result to |out_block|.
87 void ProcessAudioBlock(const std::complex<float>* const* in_block, 80 void ProcessAudioBlock(const std::complex<float>* const* in_block,
88 size_t in_channels, 81 size_t in_channels,
89 size_t frames, 82 size_t frames,
90 size_t out_channels, 83 size_t out_channels,
91 std::complex<float>* const* out_block) override; 84 std::complex<float>* const* out_block) override;
92 85
93 private: 86 private:
94 IntelligibilityEnhancer* parent_; 87 IntelligibilityEnhancer* parent_;
95 AudioSource source_;
96 }; 88 };
97 friend class TransformCallback; 89 friend class TransformCallback;
98 FRIEND_TEST_ALL_PREFIXES(IntelligibilityEnhancerTest, TestErbCreation); 90 FRIEND_TEST_ALL_PREFIXES(IntelligibilityEnhancerTest, TestErbCreation);
99 FRIEND_TEST_ALL_PREFIXES(IntelligibilityEnhancerTest, TestSolveForGains); 91 FRIEND_TEST_ALL_PREFIXES(IntelligibilityEnhancerTest, TestSolveForGains);
100 92
101 // Sends streams to ProcessClearBlock or ProcessNoiseBlock based on source.
102 void DispatchAudio(AudioSource source,
103 const std::complex<float>* in_block,
104 std::complex<float>* out_block);
105
106 // Updates variance computation and analysis with |in_block_|, 93 // Updates variance computation and analysis with |in_block_|,
107 // and writes modified speech to |out_block|. 94 // and writes modified speech to |out_block|.
108 void ProcessClearBlock(const std::complex<float>* in_block, 95 void ProcessClearBlock(const std::complex<float>* in_block,
109 std::complex<float>* out_block); 96 std::complex<float>* out_block);
110 97
111 // Computes and sets modified gains. 98 // Computes and sets modified gains.
112 void AnalyzeClearBlock(float power_target); 99 void AnalyzeClearBlock(float power_target);
113 100
114 // Bisection search for optimal |lambda|. 101 // Bisection search for optimal |lambda|.
115 void SolveForLambda(float power_target, float power_bot, float power_top); 102 void SolveForLambda(float power_target, float power_bot, float power_top);
116 103
117 // Transforms freq gains to ERB gains. 104 // Transforms freq gains to ERB gains.
118 void UpdateErbGains(); 105 void UpdateErbGains();
119 106
120 // Updates variance calculation for noise input with |in_block|.
121 void ProcessNoiseBlock(const std::complex<float>* in_block,
122 std::complex<float>* out_block);
123
124 // Returns number of ERB filters. 107 // Returns number of ERB filters.
125 static size_t GetBankSize(int sample_rate, size_t erb_resolution); 108 static size_t GetBankSize(int sample_rate, size_t erb_resolution);
126 109
127 // Initializes ERB filterbank. 110 // Initializes ERB filterbank.
128 void CreateErbBank(); 111 std::vector<std::vector<float>> CreateErbBank(size_t num_freqs);
129 112
130 // Analytically solves quadratic for optimal gains given |lambda|. 113 // Analytically solves quadratic for optimal gains given |lambda|.
131 // Negative gains are set to 0. Stores the results in |sols|. 114 // Negative gains are set to 0. Stores the results in |sols|.
132 void SolveForGainsGivenLambda(float lambda, size_t start_freq, float* sols); 115 void SolveForGainsGivenLambda(float lambda, size_t start_freq, float* sols);
133 116
134 // Computes variance across ERB filters from freq variance |var|.
135 // Stores in |result|.
136 void FilterVariance(const float* var, float* result);
137
138 // Returns dot product of vectors specified by size |length| arrays |a|,|b|.
139 static float DotProduct(const float* a, const float* b, size_t length);
140
141 const size_t freqs_; // Num frequencies in frequency domain. 117 const size_t freqs_; // Num frequencies in frequency domain.
142 const size_t window_size_; // Window size in samples; also the block size. 118 const size_t window_size_; // Window size in samples; also the block size.
143 const size_t chunk_length_; // Chunk size in samples. 119 const size_t chunk_length_; // Chunk size in samples.
144 const size_t bank_size_; // Num ERB filters. 120 const size_t bank_size_; // Num ERB filters.
145 const int sample_rate_hz_; 121 const int sample_rate_hz_;
146 const int erb_resolution_; 122 const int erb_resolution_;
147 const size_t num_capture_channels_; 123 const size_t num_capture_channels_;
148 const size_t num_render_channels_; 124 const size_t num_render_channels_;
149 const int analysis_rate_; // Num blocks before gains recalculated. 125 const int analysis_rate_; // Num blocks before gains recalculated.
150 126
151 const bool active_; // Whether render gains are being updated. 127 const bool active_; // Whether render gains are being updated.
152 // TODO(ekm): Add logic for updating |active_|. 128 // TODO(ekm): Add logic for updating |active_|.
153 129
154 intelligibility::VarianceArray clear_variance_; 130 intelligibility::VarianceArray clear_variance_;
155 intelligibility::VarianceArray noise_variance_;
156 rtc::scoped_ptr<float[]> filtered_clear_var_; 131 rtc::scoped_ptr<float[]> filtered_clear_var_;
157 rtc::scoped_ptr<float[]> filtered_noise_var_; 132 rtc::scoped_ptr<float[]> filtered_noise_var_;
158 std::vector<std::vector<float>> filter_bank_;
159 rtc::scoped_ptr<float[]> center_freqs_; 133 rtc::scoped_ptr<float[]> center_freqs_;
134 std::vector<std::vector<float>> capture_filter_bank_;
135 std::vector<std::vector<float>> render_filter_bank_;
160 size_t start_freq_; 136 size_t start_freq_;
161 rtc::scoped_ptr<float[]> rho_; // Production and interpretation SNR. 137 rtc::scoped_ptr<float[]> rho_; // Production and interpretation SNR.
162 // for each ERB band. 138 // for each ERB band.
163 rtc::scoped_ptr<float[]> gains_eq_; // Pre-filter modified gains. 139 rtc::scoped_ptr<float[]> gains_eq_; // Pre-filter modified gains.
164 intelligibility::GainApplier gain_applier_; 140 intelligibility::GainApplier gain_applier_;
165 141
166 // Destination buffers used to reassemble blocked chunks before overwriting 142 // Destination buffers used to reassemble blocked chunks before overwriting
167 // the original input array with modifications. 143 // the original input array with modifications.
168 ChannelBuffer<float> temp_render_out_buffer_; 144 ChannelBuffer<float> temp_render_out_buffer_;
169 ChannelBuffer<float> temp_capture_out_buffer_;
170 145
171 rtc::scoped_ptr<float[]> kbd_window_; 146 rtc::scoped_ptr<float[]> kbd_window_;
172 TransformCallback render_callback_; 147 TransformCallback render_callback_;
173 TransformCallback capture_callback_;
174 rtc::scoped_ptr<LappedTransform> render_mangler_; 148 rtc::scoped_ptr<LappedTransform> render_mangler_;
175 rtc::scoped_ptr<LappedTransform> capture_mangler_;
176 int block_count_; 149 int block_count_;
177 int analysis_step_; 150 int analysis_step_;
178 }; 151 };
179 152
180 } // namespace webrtc 153 } // namespace webrtc
181 154
182 #endif // WEBRTC_MODULES_AUDIO_PROCESSING_INTELLIGIBILITY_INTELLIGIBILITY_ENHAN CER_H_ 155 #endif // WEBRTC_MODULES_AUDIO_PROCESSING_INTELLIGIBILITY_INTELLIGIBILITY_ENHAN CER_H_
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