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Side by Side Diff: webrtc/modules/audio_processing/vad/gmm.h

Issue 1208793002: Revert "Pull the Voice Activity Detector out from the AGC" (Closed) Base URL: https://chromium.googlesource.com/external/webrtc.git@master
Patch Set: Created 5 years, 6 months ago
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1 /*
2 * Copyright (c) 2012 The WebRTC project authors. All Rights Reserved.
3 *
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
6 * tree. An additional intellectual property rights grant can be found
7 * in the file PATENTS. All contributing project authors may
8 * be found in the AUTHORS file in the root of the source tree.
9 */
10
11 #ifndef WEBRTC_MODULES_AUDIO_PROCESSING_VAD_GMM_H_
12 #define WEBRTC_MODULES_AUDIO_PROCESSING_VAD_GMM_H_
13
14 namespace webrtc {
15
16 // A structure that specifies a GMM.
17 // A GMM is formulated as
18 // f(x) = w[0] * mixture[0] + w[1] * mixture[1] + ... +
19 // w[num_mixtures - 1] * mixture[num_mixtures - 1];
20 // Where a 'mixture' is a Gaussian density.
21
22 struct GmmParameters {
23 // weight[n] = log(w[n]) - |dimension|/2 * log(2*pi) - 1/2 * log(det(cov[n]));
24 // where cov[n] is the covariance matrix of mixture n;
25 const double* weight;
26 // pointer to the first element of a |num_mixtures|x|dimension| matrix
27 // where kth row is the mean of the kth mixture.
28 const double* mean;
29 // pointer to the first element of a |num_mixtures|x|dimension|x|dimension|
30 // 3D-matrix, where the kth 2D-matrix is the inverse of the covariance
31 // matrix of the kth mixture.
32 const double* covar_inverse;
33 // Dimensionality of the mixtures.
34 int dimension;
35 // number of the mixtures.
36 int num_mixtures;
37 };
38
39 // Evaluate the given GMM, according to |gmm_parameters|, at the given point
40 // |x|. If the dimensionality of the given GMM is larger that the maximum
41 // acceptable dimension by the following function -1 is returned.
42 double EvaluateGmm(const double* x, const GmmParameters& gmm_parameters);
43
44 } // namespace webrtc
45 #endif // WEBRTC_MODULES_AUDIO_PROCESSING_VAD_GMM_H_
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