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Issue 2506643002: Update the alpha value in the echo detector. (Closed)
Patch Set: Relaxed some of the unittests due to the slower adaption caused by the lower alpha values. Created 4 years, 1 month ago
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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/mean_variance_estimator. h" 11 #include "webrtc/modules/audio_processing/echo_detector/mean_variance_estimator. h"
12 12
13 #include <math.h> 13 #include <math.h>
14 14
15 #include "webrtc/base/checks.h" 15 #include "webrtc/base/checks.h"
16 16
17 namespace webrtc { 17 namespace webrtc {
18 namespace { 18 namespace {
19 19
20 // Parameter controlling the adaptation speed. 20 // Parameter controlling the adaptation speed.
21 constexpr float kAlpha = 0.01f; 21 constexpr float kAlpha = 0.001f;
22 22
23 } // namespace 23 } // namespace
24 24
25 void MeanVarianceEstimator::Update(float value) { 25 void MeanVarianceEstimator::Update(float value) {
26 mean_ = (1.f - kAlpha) * mean_ + kAlpha * value; 26 mean_ = (1.f - kAlpha) * mean_ + kAlpha * value;
27 variance_ = 27 variance_ =
28 (1.f - kAlpha) * variance_ + kAlpha * (value - mean_) * (value - mean_); 28 (1.f - kAlpha) * variance_ + kAlpha * (value - mean_) * (value - mean_);
29 } 29 }
30 30
31 float MeanVarianceEstimator::std_deviation() const { 31 float MeanVarianceEstimator::std_deviation() const {
32 RTC_DCHECK_GE(variance_, 0.f); 32 RTC_DCHECK_GE(variance_, 0.f);
33 return sqrtf(variance_); 33 return sqrtf(variance_);
34 } 34 }
35 35
36 float MeanVarianceEstimator::mean() const { 36 float MeanVarianceEstimator::mean() const {
37 return mean_; 37 return mean_;
38 } 38 }
39 39
40 void MeanVarianceEstimator::Clear() { 40 void MeanVarianceEstimator::Clear() {
41 mean_ = 0.f; 41 mean_ = 0.f;
42 variance_ = 0.f; 42 variance_ = 0.f;
43 } 43 }
44 44
45 } // namespace webrtc 45 } // namespace webrtc
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