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 "audio/remix_resample.h"
12
13 #include <cmath>
14
15 #include "common_audio/resampler/include/push_resampler.h"
16 #include "rtc_base/arraysize.h"
17 #include "rtc_base/checks.h"
18 #include "rtc_base/format_macros.h"
19 #include "test/gtest.h"
20
21 namespace webrtc {
22 namespace voe {
23 namespace {
24
25 class UtilityTest : public ::testing::Test {
26 protected:
UtilityTest()27 UtilityTest() {
28 src_frame_.sample_rate_hz_ = 16000;
29 src_frame_.samples_per_channel_ = src_frame_.sample_rate_hz_ / 100;
30 src_frame_.num_channels_ = 1;
31 dst_frame_.CopyFrom(src_frame_);
32 golden_frame_.CopyFrom(src_frame_);
33 }
34
35 void RunResampleTest(int src_channels,
36 int src_sample_rate_hz,
37 int dst_channels,
38 int dst_sample_rate_hz);
39
40 PushResampler<int16_t> resampler_;
41 AudioFrame src_frame_;
42 AudioFrame dst_frame_;
43 AudioFrame golden_frame_;
44 };
45
46 // Sets the signal value to increase by |data| with every sample. Floats are
47 // used so non-integer values result in rounding error, but not an accumulating
48 // error.
SetMonoFrame(float data,int sample_rate_hz,AudioFrame * frame)49 void SetMonoFrame(float data, int sample_rate_hz, AudioFrame* frame) {
50 frame->Mute();
51 frame->num_channels_ = 1;
52 frame->sample_rate_hz_ = sample_rate_hz;
53 frame->samples_per_channel_ = rtc::CheckedDivExact(sample_rate_hz, 100);
54 int16_t* frame_data = frame->mutable_data();
55 for (size_t i = 0; i < frame->samples_per_channel_; i++) {
56 frame_data[i] = static_cast<int16_t>(data * i);
57 }
58 }
59
60 // Keep the existing sample rate.
SetMonoFrame(float data,AudioFrame * frame)61 void SetMonoFrame(float data, AudioFrame* frame) {
62 SetMonoFrame(data, frame->sample_rate_hz_, frame);
63 }
64
65 // Sets the signal value to increase by |left| and |right| with every sample in
66 // each channel respectively.
SetStereoFrame(float left,float right,int sample_rate_hz,AudioFrame * frame)67 void SetStereoFrame(float left,
68 float right,
69 int sample_rate_hz,
70 AudioFrame* frame) {
71 frame->Mute();
72 frame->num_channels_ = 2;
73 frame->sample_rate_hz_ = sample_rate_hz;
74 frame->samples_per_channel_ = rtc::CheckedDivExact(sample_rate_hz, 100);
75 int16_t* frame_data = frame->mutable_data();
76 for (size_t i = 0; i < frame->samples_per_channel_; i++) {
77 frame_data[i * 2] = static_cast<int16_t>(left * i);
78 frame_data[i * 2 + 1] = static_cast<int16_t>(right * i);
79 }
80 }
81
82 // Keep the existing sample rate.
SetStereoFrame(float left,float right,AudioFrame * frame)83 void SetStereoFrame(float left, float right, AudioFrame* frame) {
84 SetStereoFrame(left, right, frame->sample_rate_hz_, frame);
85 }
86
87 // Sets the signal value to increase by |ch1|, |ch2|, |ch3|, |ch4| with every
88 // sample in each channel respectively.
SetQuadFrame(float ch1,float ch2,float ch3,float ch4,int sample_rate_hz,AudioFrame * frame)89 void SetQuadFrame(float ch1,
90 float ch2,
91 float ch3,
92 float ch4,
93 int sample_rate_hz,
94 AudioFrame* frame) {
95 frame->Mute();
96 frame->num_channels_ = 4;
97 frame->sample_rate_hz_ = sample_rate_hz;
98 frame->samples_per_channel_ = rtc::CheckedDivExact(sample_rate_hz, 100);
99 int16_t* frame_data = frame->mutable_data();
100 for (size_t i = 0; i < frame->samples_per_channel_; i++) {
101 frame_data[i * 4] = static_cast<int16_t>(ch1 * i);
102 frame_data[i * 4 + 1] = static_cast<int16_t>(ch2 * i);
103 frame_data[i * 4 + 2] = static_cast<int16_t>(ch3 * i);
104 frame_data[i * 4 + 3] = static_cast<int16_t>(ch4 * i);
105 }
106 }
107
VerifyParams(const AudioFrame & ref_frame,const AudioFrame & test_frame)108 void VerifyParams(const AudioFrame& ref_frame, const AudioFrame& test_frame) {
109 EXPECT_EQ(ref_frame.num_channels_, test_frame.num_channels_);
110 EXPECT_EQ(ref_frame.samples_per_channel_, test_frame.samples_per_channel_);
111 EXPECT_EQ(ref_frame.sample_rate_hz_, test_frame.sample_rate_hz_);
112 }
113
114 // Computes the best SNR based on the error between |ref_frame| and
115 // |test_frame|. It allows for up to a |max_delay| in samples between the
116 // signals to compensate for the resampling delay.
ComputeSNR(const AudioFrame & ref_frame,const AudioFrame & test_frame,size_t max_delay)117 float ComputeSNR(const AudioFrame& ref_frame,
118 const AudioFrame& test_frame,
119 size_t max_delay) {
120 VerifyParams(ref_frame, test_frame);
121 float best_snr = 0;
122 size_t best_delay = 0;
123 for (size_t delay = 0; delay <= max_delay; delay++) {
124 float mse = 0;
125 float variance = 0;
126 const int16_t* ref_frame_data = ref_frame.data();
127 const int16_t* test_frame_data = test_frame.data();
128 for (size_t i = 0;
129 i < ref_frame.samples_per_channel_ * ref_frame.num_channels_ - delay;
130 i++) {
131 int error = ref_frame_data[i] - test_frame_data[i + delay];
132 mse += error * error;
133 variance += ref_frame_data[i] * ref_frame_data[i];
134 }
135 float snr = 100; // We assign 100 dB to the zero-error case.
136 if (mse > 0)
137 snr = 10 * std::log10(variance / mse);
138 if (snr > best_snr) {
139 best_snr = snr;
140 best_delay = delay;
141 }
142 }
143 printf("SNR=%.1f dB at delay=%" RTC_PRIuS "\n", best_snr, best_delay);
144 return best_snr;
145 }
146
VerifyFramesAreEqual(const AudioFrame & ref_frame,const AudioFrame & test_frame)147 void VerifyFramesAreEqual(const AudioFrame& ref_frame,
148 const AudioFrame& test_frame) {
149 VerifyParams(ref_frame, test_frame);
150 const int16_t* ref_frame_data = ref_frame.data();
151 const int16_t* test_frame_data = test_frame.data();
152 for (size_t i = 0;
153 i < ref_frame.samples_per_channel_ * ref_frame.num_channels_; i++) {
154 EXPECT_EQ(ref_frame_data[i], test_frame_data[i]);
155 }
156 }
157
RunResampleTest(int src_channels,int src_sample_rate_hz,int dst_channels,int dst_sample_rate_hz)158 void UtilityTest::RunResampleTest(int src_channels,
159 int src_sample_rate_hz,
160 int dst_channels,
161 int dst_sample_rate_hz) {
162 PushResampler<int16_t> resampler; // Create a new one with every test.
163 const int16_t kSrcCh1 = 30; // Shouldn't overflow for any used sample rate.
164 const int16_t kSrcCh2 = 15;
165 const int16_t kSrcCh3 = 22;
166 const int16_t kSrcCh4 = 8;
167 const float resampling_factor =
168 (1.0 * src_sample_rate_hz) / dst_sample_rate_hz;
169 const float dst_ch1 = resampling_factor * kSrcCh1;
170 const float dst_ch2 = resampling_factor * kSrcCh2;
171 const float dst_ch3 = resampling_factor * kSrcCh3;
172 const float dst_ch4 = resampling_factor * kSrcCh4;
173 const float dst_stereo_to_mono = (dst_ch1 + dst_ch2) / 2;
174 const float dst_quad_to_mono = (dst_ch1 + dst_ch2 + dst_ch3 + dst_ch4) / 4;
175 const float dst_quad_to_stereo_ch1 = (dst_ch1 + dst_ch2) / 2;
176 const float dst_quad_to_stereo_ch2 = (dst_ch3 + dst_ch4) / 2;
177 if (src_channels == 1)
178 SetMonoFrame(kSrcCh1, src_sample_rate_hz, &src_frame_);
179 else if (src_channels == 2)
180 SetStereoFrame(kSrcCh1, kSrcCh2, src_sample_rate_hz, &src_frame_);
181 else
182 SetQuadFrame(kSrcCh1, kSrcCh2, kSrcCh3, kSrcCh4, src_sample_rate_hz,
183 &src_frame_);
184
185 if (dst_channels == 1) {
186 SetMonoFrame(0, dst_sample_rate_hz, &dst_frame_);
187 if (src_channels == 1)
188 SetMonoFrame(dst_ch1, dst_sample_rate_hz, &golden_frame_);
189 else if (src_channels == 2)
190 SetMonoFrame(dst_stereo_to_mono, dst_sample_rate_hz, &golden_frame_);
191 else
192 SetMonoFrame(dst_quad_to_mono, dst_sample_rate_hz, &golden_frame_);
193 } else {
194 SetStereoFrame(0, 0, dst_sample_rate_hz, &dst_frame_);
195 if (src_channels == 1)
196 SetStereoFrame(dst_ch1, dst_ch1, dst_sample_rate_hz, &golden_frame_);
197 else if (src_channels == 2)
198 SetStereoFrame(dst_ch1, dst_ch2, dst_sample_rate_hz, &golden_frame_);
199 else
200 SetStereoFrame(dst_quad_to_stereo_ch1, dst_quad_to_stereo_ch2,
201 dst_sample_rate_hz, &golden_frame_);
202 }
203
204 // The sinc resampler has a known delay, which we compute here. Multiplying by
205 // two gives us a crude maximum for any resampling, as the old resampler
206 // typically (but not always) has lower delay.
207 static const size_t kInputKernelDelaySamples = 16;
208 const size_t max_delay = static_cast<size_t>(
209 static_cast<double>(dst_sample_rate_hz) / src_sample_rate_hz *
210 kInputKernelDelaySamples * dst_channels * 2);
211 printf("(%d, %d Hz) -> (%d, %d Hz) ", // SNR reported on the same line later.
212 src_channels, src_sample_rate_hz, dst_channels, dst_sample_rate_hz);
213 RemixAndResample(src_frame_, &resampler, &dst_frame_);
214
215 if (src_sample_rate_hz == 96000 && dst_sample_rate_hz == 8000) {
216 // The sinc resampler gives poor SNR at this extreme conversion, but we
217 // expect to see this rarely in practice.
218 EXPECT_GT(ComputeSNR(golden_frame_, dst_frame_, max_delay), 14.0f);
219 } else {
220 EXPECT_GT(ComputeSNR(golden_frame_, dst_frame_, max_delay), 46.0f);
221 }
222 }
223
TEST_F(UtilityTest,RemixAndResampleCopyFrameSucceeds)224 TEST_F(UtilityTest, RemixAndResampleCopyFrameSucceeds) {
225 // Stereo -> stereo.
226 SetStereoFrame(10, 10, &src_frame_);
227 SetStereoFrame(0, 0, &dst_frame_);
228 RemixAndResample(src_frame_, &resampler_, &dst_frame_);
229 VerifyFramesAreEqual(src_frame_, dst_frame_);
230
231 // Mono -> mono.
232 SetMonoFrame(20, &src_frame_);
233 SetMonoFrame(0, &dst_frame_);
234 RemixAndResample(src_frame_, &resampler_, &dst_frame_);
235 VerifyFramesAreEqual(src_frame_, dst_frame_);
236 }
237
TEST_F(UtilityTest,RemixAndResampleMixingOnlySucceeds)238 TEST_F(UtilityTest, RemixAndResampleMixingOnlySucceeds) {
239 // Stereo -> mono.
240 SetStereoFrame(0, 0, &dst_frame_);
241 SetMonoFrame(10, &src_frame_);
242 SetStereoFrame(10, 10, &golden_frame_);
243 RemixAndResample(src_frame_, &resampler_, &dst_frame_);
244 VerifyFramesAreEqual(dst_frame_, golden_frame_);
245
246 // Mono -> stereo.
247 SetMonoFrame(0, &dst_frame_);
248 SetStereoFrame(10, 20, &src_frame_);
249 SetMonoFrame(15, &golden_frame_);
250 RemixAndResample(src_frame_, &resampler_, &dst_frame_);
251 VerifyFramesAreEqual(golden_frame_, dst_frame_);
252 }
253
TEST_F(UtilityTest,RemixAndResampleSucceeds)254 TEST_F(UtilityTest, RemixAndResampleSucceeds) {
255 const int kSampleRates[] = {8000, 16000, 32000, 44100, 48000, 96000};
256 const int kSampleRatesSize = arraysize(kSampleRates);
257 const int kSrcChannels[] = {1, 2, 4};
258 const int kSrcChannelsSize = arraysize(kSrcChannels);
259 const int kDstChannels[] = {1, 2};
260 const int kDstChannelsSize = arraysize(kDstChannels);
261
262 for (int src_rate = 0; src_rate < kSampleRatesSize; src_rate++) {
263 for (int dst_rate = 0; dst_rate < kSampleRatesSize; dst_rate++) {
264 for (int src_channel = 0; src_channel < kSrcChannelsSize; src_channel++) {
265 for (int dst_channel = 0; dst_channel < kDstChannelsSize;
266 dst_channel++) {
267 RunResampleTest(kSrcChannels[src_channel], kSampleRates[src_rate],
268 kDstChannels[dst_channel], kSampleRates[dst_rate]);
269 }
270 }
271 }
272 }
273 }
274
275 } // namespace
276 } // namespace voe
277 } // namespace webrtc
278