OLD | NEW |
| (Empty) |
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 #include "webrtc/modules/audio_processing/agc/gmm.h" | |
12 | |
13 #include <math.h> | |
14 | |
15 #include "testing/gtest/include/gtest/gtest.h" | |
16 #include "webrtc/modules/audio_processing/agc/noise_gmm_tables.h" | |
17 #include "webrtc/modules/audio_processing/agc/voice_gmm_tables.h" | |
18 | |
19 namespace webrtc { | |
20 | |
21 TEST(GmmTest, EvaluateGmm) { | |
22 GmmParameters noise_gmm; | |
23 GmmParameters voice_gmm; | |
24 | |
25 // Setup noise GMM. | |
26 noise_gmm.dimension = kNoiseGmmDim; | |
27 noise_gmm.num_mixtures = kNoiseGmmNumMixtures; | |
28 noise_gmm.weight = kNoiseGmmWeights; | |
29 noise_gmm.mean = &kNoiseGmmMean[0][0]; | |
30 noise_gmm.covar_inverse = &kNoiseGmmCovarInverse[0][0][0]; | |
31 | |
32 // Setup voice GMM. | |
33 voice_gmm.dimension = kVoiceGmmDim; | |
34 voice_gmm.num_mixtures = kVoiceGmmNumMixtures; | |
35 voice_gmm.weight = kVoiceGmmWeights; | |
36 voice_gmm.mean = &kVoiceGmmMean[0][0]; | |
37 voice_gmm.covar_inverse = &kVoiceGmmCovarInverse[0][0][0]; | |
38 | |
39 // Test vectors. These are the mean of the GMM means. | |
40 const double kXVoice[kVoiceGmmDim] = { | |
41 -1.35893162459863, 602.862491970368, 178.022069191324}; | |
42 const double kXNoise[kNoiseGmmDim] = { | |
43 -2.33443722724409, 2827.97828765184, 141.114178166812}; | |
44 | |
45 // Expected pdf values. These values are computed in MATLAB using EvalGmm.m | |
46 const double kPdfNoise = 1.88904409403101e-07; | |
47 const double kPdfVoice = 1.30453996982266e-06; | |
48 | |
49 // Relative error should be smaller that the following value. | |
50 const double kAcceptedRelativeErr = 1e-10; | |
51 | |
52 // Test Voice. | |
53 double pdf = EvaluateGmm(kXVoice, voice_gmm); | |
54 EXPECT_GT(pdf, 0); | |
55 double relative_error = fabs(pdf - kPdfVoice) / kPdfVoice; | |
56 EXPECT_LE(relative_error, kAcceptedRelativeErr); | |
57 | |
58 // Test Noise. | |
59 pdf = EvaluateGmm(kXNoise, noise_gmm); | |
60 EXPECT_GT(pdf, 0); | |
61 relative_error = fabs(pdf - kPdfNoise) / kPdfNoise; | |
62 EXPECT_LE(relative_error, kAcceptedRelativeErr); | |
63 } | |
64 | |
65 } // namespace webrtc | |
OLD | NEW |