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1 /* | 1 /* |
2 * Copyright (c) 2016 The WebRTC project authors. All Rights Reserved. | 2 * Copyright (c) 2016 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 |
11 #include "webrtc/modules/audio_processing/echo_detector/normalized_covariance_es
timator.h" | 11 #include "webrtc/modules/audio_processing/echo_detector/normalized_covariance_es
timator.h" |
12 | 12 |
13 namespace webrtc { | 13 namespace webrtc { |
14 namespace { | 14 namespace { |
15 | 15 |
16 // Parameter controlling the adaptation speed. | 16 // Parameter controlling the adaptation speed. |
17 constexpr float kAlpha = 0.01f; | 17 constexpr float kAlpha = 0.001f; |
18 | 18 |
19 } // namespace | 19 } // namespace |
20 | 20 |
21 void NormalizedCovarianceEstimator::Update(float x, | 21 void NormalizedCovarianceEstimator::Update(float x, |
22 float x_mean, | 22 float x_mean, |
23 float x_sigma, | 23 float x_sigma, |
24 float y, | 24 float y, |
25 float y_mean, | 25 float y_mean, |
26 float y_sigma) { | 26 float y_sigma) { |
27 covariance_ = | 27 covariance_ = |
28 (1.f - kAlpha) * covariance_ + kAlpha * (x - x_mean) * (y - y_mean); | 28 (1.f - kAlpha) * covariance_ + kAlpha * (x - x_mean) * (y - y_mean); |
29 normalized_cross_correlation_ = covariance_ / (x_sigma * y_sigma + .0001f); | 29 normalized_cross_correlation_ = covariance_ / (x_sigma * y_sigma + .0001f); |
30 } | 30 } |
31 | 31 |
32 void NormalizedCovarianceEstimator::Clear() { | 32 void NormalizedCovarianceEstimator::Clear() { |
33 covariance_ = 0.f; | 33 covariance_ = 0.f; |
34 normalized_cross_correlation_ = 0.f; | 34 normalized_cross_correlation_ = 0.f; |
35 } | 35 } |
36 | 36 |
37 } // namespace webrtc | 37 } // namespace webrtc |
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