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Side by Side Diff: webrtc/modules/audio_processing/echo_detector/normalized_covariance_estimator.cc

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/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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