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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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| 35 // Construct a new instance with the given filter bank resolution, | 35 // Construct a new instance with the given filter bank resolution, |
| 36 // sampling rate, number of channels and analysis rates. | 36 // sampling rate, number of channels and analysis rates. |
| 37 // |analysis_rate| sets the number of input blocks (containing speech!) | 37 // |analysis_rate| sets the number of input blocks (containing speech!) |
| 38 // to elapse before a new gain computation is made. |variance_rate| specifies | 38 // to elapse before a new gain computation is made. |variance_rate| specifies |
| 39 // the number of gain recomputations after which the variances are reset. | 39 // the number of gain recomputations after which the variances are reset. |
| 40 // |cv_*| are parameters for the VarianceArray constructor for the | 40 // |cv_*| are parameters for the VarianceArray constructor for the |
| 41 // clear speech stream. | 41 // clear speech stream. |
| 42 // TODO(bercic): the |cv_*|, |*_rate| and |gain_limit| parameters should | 42 // TODO(bercic): the |cv_*|, |*_rate| and |gain_limit| parameters should |
| 43 // probably go away once fine tuning is done. They override the internal | 43 // probably go away once fine tuning is done. They override the internal |
| 44 // constants in the class (kGainChangeLimit, kAnalyzeRate, kVarianceRate). | 44 // constants in the class (kGainChangeLimit, kAnalyzeRate, kVarianceRate). |
| 45 IntelligibilityEnhancer(int erb_resolution, | 45 IntelligibilityEnhancer(size_t erb_resolution, |
| 46 int sample_rate_hz, | 46 int sample_rate_hz, |
| 47 int channels, | 47 int channels, |
| 48 int cv_type, | 48 int cv_type, |
| 49 float cv_alpha, | 49 float cv_alpha, |
| 50 int cv_win, | 50 size_t cv_win, |
| 51 int analysis_rate, | 51 int analysis_rate, |
| 52 int variance_rate, | 52 int variance_rate, |
| 53 float gain_limit); | 53 float gain_limit); |
| 54 ~IntelligibilityEnhancer(); | 54 ~IntelligibilityEnhancer(); |
| 55 | 55 |
| 56 // Reads and processes chunk of noise stream in time domain. | 56 // Reads and processes chunk of noise stream in time domain. |
| 57 void ProcessCaptureAudio(float* const* audio); | 57 void ProcessCaptureAudio(float* const* audio); |
| 58 | 58 |
| 59 // Reads chunk of speech in time domain and updates with modified signal. | 59 // Reads chunk of speech in time domain and updates with modified signal. |
| 60 void ProcessRenderAudio(float* const* audio); | 60 void ProcessRenderAudio(float* const* audio); |
| 61 | 61 |
| 62 private: | 62 private: |
| 63 enum AudioSource { | 63 enum AudioSource { |
| 64 kRenderStream = 0, // Clear speech stream. | 64 kRenderStream = 0, // Clear speech stream. |
| 65 kCaptureStream, // Noise stream. | 65 kCaptureStream, // Noise stream. |
| 66 }; | 66 }; |
| 67 | 67 |
| 68 // Provides access point to the frequency domain. | 68 // Provides access point to the frequency domain. |
| 69 class TransformCallback : public LappedTransform::Callback { | 69 class TransformCallback : public LappedTransform::Callback { |
| 70 public: | 70 public: |
| 71 TransformCallback(IntelligibilityEnhancer* parent, AudioSource source); | 71 TransformCallback(IntelligibilityEnhancer* parent, AudioSource source); |
| 72 | 72 |
| 73 // All in frequency domain, receives input |in_block|, applies | 73 // All in frequency domain, receives input |in_block|, applies |
| 74 // intelligibility enhancement, and writes result to |out_block|. | 74 // intelligibility enhancement, and writes result to |out_block|. |
| 75 virtual void ProcessAudioBlock(const std::complex<float>* const* in_block, | 75 void ProcessAudioBlock(const std::complex<float>* const* in_block, |
| 76 int in_channels, | 76 int in_channels, |
| 77 int frames, | 77 size_t frames, |
| 78 int out_channels, | 78 int out_channels, |
| 79 std::complex<float>* const* out_block); | 79 std::complex<float>* const* out_block) override; |
| 80 | 80 |
| 81 private: | 81 private: |
| 82 IntelligibilityEnhancer* parent_; | 82 IntelligibilityEnhancer* parent_; |
| 83 AudioSource source_; | 83 AudioSource source_; |
| 84 }; | 84 }; |
| 85 friend class TransformCallback; | 85 friend class TransformCallback; |
| 86 | 86 |
| 87 // Sends streams to ProcessClearBlock or ProcessNoiseBlock based on source. | 87 // Sends streams to ProcessClearBlock or ProcessNoiseBlock based on source. |
| 88 void DispatchAudio(AudioSource source, | 88 void DispatchAudio(AudioSource source, |
| 89 const std::complex<float>* in_block, | 89 const std::complex<float>* in_block, |
| 90 std::complex<float>* out_block); | 90 std::complex<float>* out_block); |
| 91 | 91 |
| 92 // Updates variance computation and analysis with |in_block_|, | 92 // Updates variance computation and analysis with |in_block_|, |
| 93 // and writes modified speech to |out_block|. | 93 // and writes modified speech to |out_block|. |
| 94 void ProcessClearBlock(const std::complex<float>* in_block, | 94 void ProcessClearBlock(const std::complex<float>* in_block, |
| 95 std::complex<float>* out_block); | 95 std::complex<float>* out_block); |
| 96 | 96 |
| 97 // Computes and sets modified gains. | 97 // Computes and sets modified gains. |
| 98 void AnalyzeClearBlock(float power_target); | 98 void AnalyzeClearBlock(float power_target); |
| 99 | 99 |
| 100 // Updates variance calculation for noise input with |in_block|. | 100 // Updates variance calculation for noise input with |in_block|. |
| 101 void ProcessNoiseBlock(const std::complex<float>* in_block, | 101 void ProcessNoiseBlock(const std::complex<float>* in_block, |
| 102 std::complex<float>* out_block); | 102 std::complex<float>* out_block); |
| 103 | 103 |
| 104 // Returns number of ERB filters. | 104 // Returns number of ERB filters. |
| 105 static int GetBankSize(int sample_rate, int erb_resolution); | 105 static size_t GetBankSize(int sample_rate, size_t erb_resolution); |
| 106 | 106 |
| 107 // Initializes ERB filterbank. | 107 // Initializes ERB filterbank. |
| 108 void CreateErbBank(); | 108 void CreateErbBank(); |
| 109 | 109 |
| 110 // Analytically solves quadratic for optimal gains given |lambda|. | 110 // Analytically solves quadratic for optimal gains given |lambda|. |
| 111 // Negative gains are set to 0. Stores the results in |sols|. | 111 // Negative gains are set to 0. Stores the results in |sols|. |
| 112 void SolveForGainsGivenLambda(float lambda, int start_freq, float* sols); | 112 void SolveForGainsGivenLambda(float lambda, size_t start_freq, float* sols); |
| 113 | 113 |
| 114 // Computes variance across ERB filters from freq variance |var|. | 114 // Computes variance across ERB filters from freq variance |var|. |
| 115 // Stores in |result|. | 115 // Stores in |result|. |
| 116 void FilterVariance(const float* var, float* result); | 116 void FilterVariance(const float* var, float* result); |
| 117 | 117 |
| 118 // Returns dot product of vectors specified by size |length| arrays |a|,|b|. | 118 // Returns dot product of vectors specified by size |length| arrays |a|,|b|. |
| 119 static float DotProduct(const float* a, const float* b, int length); | 119 static float DotProduct(const float* a, const float* b, size_t length); |
| 120 | 120 |
| 121 static const int kErbResolution; | |
| 122 static const int kWindowSizeMs; | 121 static const int kWindowSizeMs; |
| 123 static const int kChunkSizeMs; | 122 static const int kChunkSizeMs; |
| 124 static const int kAnalyzeRate; // Default for |analysis_rate_|. | 123 static const int kAnalyzeRate; // Default for |analysis_rate_|. |
| 125 static const int kVarianceRate; // Default for |variance_rate_|. | 124 static const int kVarianceRate; // Default for |variance_rate_|. |
| 126 static const float kClipFreq; | 125 static const float kClipFreq; |
| 127 static const float kConfigRho; // Default production and interpretation SNR. | 126 static const float kConfigRho; // Default production and interpretation SNR. |
| 128 static const float kKbdAlpha; | 127 static const float kKbdAlpha; |
| 129 static const float kGainChangeLimit; | 128 static const float kGainChangeLimit; |
| 130 | 129 |
| 131 const int freqs_; // Num frequencies in frequency domain. | 130 const size_t freqs_; // Num frequencies in frequency domain. |
| 132 const int window_size_; // Window size in samples; also the block size. | 131 const size_t window_size_; // Window size in samples; also the block size. |
| 133 const int chunk_length_; // Chunk size in samples. | 132 const size_t chunk_length_; // Chunk size in samples. |
| 134 const int bank_size_; // Num ERB filters. | 133 const size_t bank_size_; // Num ERB filters. |
| 135 const int sample_rate_hz_; | 134 const int sample_rate_hz_; |
| 136 const int erb_resolution_; | 135 const int erb_resolution_; |
| 137 const int channels_; // Num channels. | 136 const int channels_; // Num channels. |
| 138 const int analysis_rate_; // Num blocks before gains recalculated. | 137 const int analysis_rate_; // Num blocks before gains recalculated. |
| 139 const int variance_rate_; // Num recalculations before history is cleared. | 138 const int variance_rate_; // Num recalculations before history is cleared. |
| 140 | 139 |
| 141 intelligibility::VarianceArray clear_variance_; | 140 intelligibility::VarianceArray clear_variance_; |
| 142 intelligibility::VarianceArray noise_variance_; | 141 intelligibility::VarianceArray noise_variance_; |
| 143 rtc::scoped_ptr<float[]> filtered_clear_var_; | 142 rtc::scoped_ptr<float[]> filtered_clear_var_; |
| 144 rtc::scoped_ptr<float[]> filtered_noise_var_; | 143 rtc::scoped_ptr<float[]> filtered_noise_var_; |
| 145 float** filter_bank_; // TODO(ekmeyerson): Switch to using ChannelBuffer. | 144 float** filter_bank_; // TODO(ekmeyerson): Switch to using ChannelBuffer. |
| 146 rtc::scoped_ptr<float[]> center_freqs_; | 145 rtc::scoped_ptr<float[]> center_freqs_; |
| 147 int start_freq_; | 146 size_t start_freq_; |
| 148 rtc::scoped_ptr<float[]> rho_; // Production and interpretation SNR. | 147 rtc::scoped_ptr<float[]> rho_; // Production and interpretation SNR. |
| 149 // for each ERB band. | 148 // for each ERB band. |
| 150 rtc::scoped_ptr<float[]> gains_eq_; // Pre-filter modified gains. | 149 rtc::scoped_ptr<float[]> gains_eq_; // Pre-filter modified gains. |
| 151 intelligibility::GainApplier gain_applier_; | 150 intelligibility::GainApplier gain_applier_; |
| 152 | 151 |
| 153 // Destination buffer used to reassemble blocked chunks before overwriting | 152 // Destination buffer used to reassemble blocked chunks before overwriting |
| 154 // the original input array with modifications. | 153 // the original input array with modifications. |
| 155 // TODO(ekmeyerson): Switch to using ChannelBuffer. | 154 // TODO(ekmeyerson): Switch to using ChannelBuffer. |
| 156 float** temp_out_buffer_; | 155 float** temp_out_buffer_; |
| 157 | 156 |
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| 169 // Note: VAD currently does not affect anything in IntelligibilityEnhancer. | 168 // Note: VAD currently does not affect anything in IntelligibilityEnhancer. |
| 170 VadInst* vad_high_; | 169 VadInst* vad_high_; |
| 171 VadInst* vad_low_; | 170 VadInst* vad_low_; |
| 172 rtc::scoped_ptr<int16_t[]> vad_tmp_buffer_; | 171 rtc::scoped_ptr<int16_t[]> vad_tmp_buffer_; |
| 173 bool has_voice_low_; // Whether voice detected in speech stream. | 172 bool has_voice_low_; // Whether voice detected in speech stream. |
| 174 }; | 173 }; |
| 175 | 174 |
| 176 } // namespace webrtc | 175 } // namespace webrtc |
| 177 | 176 |
| 178 #endif // WEBRTC_MODULES_AUDIO_PROCESSING_INTELLIGIBILITY_INTELLIGIBILITY_ENHAN
CER_H_ | 177 #endif // WEBRTC_MODULES_AUDIO_PROCESSING_INTELLIGIBILITY_INTELLIGIBILITY_ENHAN
CER_H_ |
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