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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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| 36 // as a rolling window of blocks: multiple input elements are used for | 36 // as a rolling window of blocks: multiple input elements are used for |
| 37 // one block and the history then consists of the variances of these blocks | 37 // one block and the history then consists of the variances of these blocks |
| 38 // with the same effect as kStepWindowed, but less storage, so the window | 38 // with the same effect as kStepWindowed, but less storage, so the window |
| 39 // can be longer | 39 // can be longer |
| 40 class VarianceArray { | 40 class VarianceArray { |
| 41 public: | 41 public: |
| 42 enum StepType { | 42 enum StepType { |
| 43 kStepInfinite = 0, | 43 kStepInfinite = 0, |
| 44 kStepDecaying, | 44 kStepDecaying, |
| 45 kStepWindowed, | 45 kStepWindowed, |
| 46 kStepBlocked | 46 kStepBlocked, |
| 47 kStepBlockBasedMovingAverage |
| 47 }; | 48 }; |
| 48 | 49 |
| 49 // Construct an instance for the given input array length (|freqs|) and | 50 // Construct an instance for the given input array length (|freqs|) and |
| 50 // computation algorithm (|type|), with the appropriate parameters. | 51 // computation algorithm (|type|), with the appropriate parameters. |
| 51 // |window_size| is the number of samples for kStepWindowed and | 52 // |window_size| is the number of samples for kStepWindowed and |
| 52 // the number of blocks for kStepBlocked. |decay| is the forgetting factor | 53 // the number of blocks for kStepBlocked. |decay| is the forgetting factor |
| 53 // for kStepDecaying. | 54 // for kStepDecaying. |
| 54 VarianceArray(int freqs, StepType type, int window_size, float decay); | 55 VarianceArray(int freqs, StepType type, int window_size, float decay); |
| 55 | 56 |
| 56 // Add a new data point to the series and compute the new variances. | 57 // Add a new data point to the series and compute the new variances. |
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| 70 const float* variance() const { return variance_.get(); } | 71 const float* variance() const { return variance_.get(); } |
| 71 | 72 |
| 72 // The mean value of the current set of variances. | 73 // The mean value of the current set of variances. |
| 73 float array_mean() const { return array_mean_; } | 74 float array_mean() const { return array_mean_; } |
| 74 | 75 |
| 75 private: | 76 private: |
| 76 void InfiniteStep(const std::complex<float>* data, bool dummy); | 77 void InfiniteStep(const std::complex<float>* data, bool dummy); |
| 77 void DecayStep(const std::complex<float>* data, bool dummy); | 78 void DecayStep(const std::complex<float>* data, bool dummy); |
| 78 void WindowedStep(const std::complex<float>* data, bool dummy); | 79 void WindowedStep(const std::complex<float>* data, bool dummy); |
| 79 void BlockedStep(const std::complex<float>* data, bool dummy); | 80 void BlockedStep(const std::complex<float>* data, bool dummy); |
| 81 void BlockBasedMovingAverage(const std::complex<float>* data, bool dummy); |
| 80 | 82 |
| 81 // TODO(ekmeyerson): Switch the following running means | 83 // TODO(ekmeyerson): Switch the following running means |
| 82 // and histories from rtc::scoped_ptr to std::vector. | 84 // and histories from rtc::scoped_ptr to std::vector. |
| 83 | 85 |
| 84 // The current average X and X^2. | 86 // The current average X and X^2. |
| 85 rtc::scoped_ptr<std::complex<float>[]> running_mean_; | 87 rtc::scoped_ptr<std::complex<float>[]> running_mean_; |
| 86 rtc::scoped_ptr<std::complex<float>[]> running_mean_sq_; | 88 rtc::scoped_ptr<std::complex<float>[]> running_mean_sq_; |
| 87 | 89 |
| 88 // Average X and X^2 for the current block in kStepBlocked. | 90 // Average X and X^2 for the current block in kStepBlocked. |
| 89 rtc::scoped_ptr<std::complex<float>[]> sub_running_mean_; | 91 rtc::scoped_ptr<std::complex<float>[]> sub_running_mean_; |
| 90 rtc::scoped_ptr<std::complex<float>[]> sub_running_mean_sq_; | 92 rtc::scoped_ptr<std::complex<float>[]> sub_running_mean_sq_; |
| 91 | 93 |
| 92 // Sample history for the rolling window in kStepWindowed and block-wise | 94 // Sample history for the rolling window in kStepWindowed and block-wise |
| 93 // histories for kStepBlocked. | 95 // histories for kStepBlocked. |
| 94 rtc::scoped_ptr<rtc::scoped_ptr<std::complex<float>[]>[]> history_; | 96 rtc::scoped_ptr<rtc::scoped_ptr<std::complex<float>[]>[]> history_; |
| 95 rtc::scoped_ptr<rtc::scoped_ptr<std::complex<float>[]>[]> subhistory_; | 97 rtc::scoped_ptr<rtc::scoped_ptr<std::complex<float>[]>[]> subhistory_; |
| 96 rtc::scoped_ptr<rtc::scoped_ptr<std::complex<float>[]>[]> subhistory_sq_; | 98 rtc::scoped_ptr<rtc::scoped_ptr<std::complex<float>[]>[]> subhistory_sq_; |
| 97 | 99 |
| 98 // The current set of variances and sums for Welford's algorithm. | 100 // The current set of variances and sums for Welford's algorithm. |
| 99 rtc::scoped_ptr<float[]> variance_; | 101 rtc::scoped_ptr<float[]> variance_; |
| 100 rtc::scoped_ptr<float[]> conj_sum_; | 102 rtc::scoped_ptr<float[]> conj_sum_; |
| 101 | 103 |
| 102 const int freqs_; | 104 const int freqs_; |
| 103 const int window_size_; | 105 const int window_size_; |
| 104 const float decay_; | 106 const float decay_; |
| 105 int history_cursor_; | 107 int history_cursor_; |
| 106 int count_; | 108 int count_; |
| 107 float array_mean_; | 109 float array_mean_; |
| 110 bool buffer_full_; |
| 108 void (VarianceArray::*step_func_)(const std::complex<float>*, bool); | 111 void (VarianceArray::*step_func_)(const std::complex<float>*, bool); |
| 109 }; | 112 }; |
| 110 | 113 |
| 111 // Helper class for smoothing gain changes. On each applicatiion step, the | 114 // Helper class for smoothing gain changes. On each applicatiion step, the |
| 112 // currently used gains are changed towards a set of settable target gains, | 115 // currently used gains are changed towards a set of settable target gains, |
| 113 // constrained by a limit on the magnitude of the changes. | 116 // constrained by a limit on the magnitude of the changes. |
| 114 class GainApplier { | 117 class GainApplier { |
| 115 public: | 118 public: |
| 116 GainApplier(int freqs, float change_limit); | 119 GainApplier(int freqs, float change_limit); |
| 117 | 120 |
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| 128 const float change_limit_; | 131 const float change_limit_; |
| 129 rtc::scoped_ptr<float[]> target_; | 132 rtc::scoped_ptr<float[]> target_; |
| 130 rtc::scoped_ptr<float[]> current_; | 133 rtc::scoped_ptr<float[]> current_; |
| 131 }; | 134 }; |
| 132 | 135 |
| 133 } // namespace intelligibility | 136 } // namespace intelligibility |
| 134 | 137 |
| 135 } // namespace webrtc | 138 } // namespace webrtc |
| 136 | 139 |
| 137 #endif // WEBRTC_MODULES_AUDIO_PROCESSING_INTELLIGIBILITY_INTELLIGIBILITY_UTILS
_H_ | 140 #endif // WEBRTC_MODULES_AUDIO_PROCESSING_INTELLIGIBILITY_INTELLIGIBILITY_UTILS
_H_ |
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