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| 1 /* | 1 /* |
| 2 * Copyright (c) 2015 The WebRTC project authors. All Rights Reserved. | 2 * Copyright (c) 2015 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 |
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| 195 const float kTestNonZeroVarLambdaTop[] = { | 195 const float kTestNonZeroVarLambdaTop[] = { |
| 196 1.f, 1.f, 1.f, 1.f, 1.f, 1.f, 1.f, 1.f, 1.f, 1.f, 1.f, 1.f, 0.f, 0.f, | 196 1.f, 1.f, 1.f, 1.f, 1.f, 1.f, 1.f, 1.f, 1.f, 1.f, 1.f, 1.f, 0.f, 0.f, |
| 197 0.f, 0.f, 0.f, 0.f, 0.f, 0.f, 0.f, 0.f, 0.f, 0.f, 0.f, 0.f, 0.f, 0.f, | 197 0.f, 0.f, 0.f, 0.f, 0.f, 0.f, 0.f, 0.f, 0.f, 0.f, 0.f, 0.f, 0.f, 0.f, |
| 198 0.f, 0.f, 0.f, 0.f, 0.f, 0.f, 0.f, 0.f, 0.f, 0.f, 0.f, 0.f, 0.f, 0.f}; | 198 0.f, 0.f, 0.f, 0.f, 0.f, 0.f, 0.f, 0.f, 0.f, 0.f, 0.f, 0.f, 0.f, 0.f}; |
| 199 static_assert(arraysize(kTestCenterFreqs) == | 199 static_assert(arraysize(kTestCenterFreqs) == |
| 200 arraysize(kTestNonZeroVarLambdaTop), | 200 arraysize(kTestNonZeroVarLambdaTop), |
| 201 "Power test data badly initialized."); | 201 "Power test data badly initialized."); |
| 202 const float kMaxTestError = 0.005f; | 202 const float kMaxTestError = 0.005f; |
| 203 | 203 |
| 204 // Enhancer initialization parameters. | 204 // Enhancer initialization parameters. |
| 205 const int kSamples = 1000; | 205 const int kSamples = 10000; |
| 206 const int kSampleRate = 4000; | 206 const int kSampleRate = 4000; |
| 207 const int kNumChannels = 1; | 207 const int kNumChannels = 1; |
| 208 const int kFragmentSize = kSampleRate / 100; | 208 const int kFragmentSize = kSampleRate / 100; |
| 209 const size_t kNumNoiseBins = 129; | 209 const size_t kNumNoiseBins = 129; |
| 210 | 210 |
| 211 // Number of frames to process in the bitexactness tests. | 211 // Number of frames to process in the bitexactness tests. |
| 212 const size_t kNumFramesToProcess = 1000; | 212 const size_t kNumFramesToProcess = 1000; |
| 213 | 213 |
| 214 int IntelligibilityEnhancerSampleRate(int sample_rate_hz) { | 214 int IntelligibilityEnhancerSampleRate(int sample_rate_hz) { |
| 215 return (sample_rate_hz > AudioProcessing::kSampleRate16kHz | 215 return (sample_rate_hz > AudioProcessing::kSampleRate16kHz |
| 216 ? AudioProcessing::kSampleRate16kHz | 216 ? AudioProcessing::kSampleRate16kHz |
| 217 : sample_rate_hz); | 217 : sample_rate_hz); |
| 218 } | 218 } |
| 219 | 219 |
| 220 // Process one frame of data and produce the output. | 220 // Process one frame of data and produce the output. |
| 221 void ProcessOneFrame(int sample_rate_hz, | 221 void ProcessOneFrame(int sample_rate_hz, |
| 222 AudioBuffer* render_audio_buffer, | 222 AudioBuffer* render_audio_buffer, |
| 223 AudioBuffer* capture_audio_buffer, | 223 AudioBuffer* capture_audio_buffer, |
| 224 NoiseSuppressionImpl* noise_suppressor, | 224 NoiseSuppressionImpl* noise_suppressor, |
| 225 IntelligibilityEnhancer* intelligibility_enhancer) { | 225 IntelligibilityEnhancer* intelligibility_enhancer) { |
| 226 if (sample_rate_hz > AudioProcessing::kSampleRate16kHz) { | 226 if (sample_rate_hz > AudioProcessing::kSampleRate16kHz) { |
| 227 render_audio_buffer->SplitIntoFrequencyBands(); | 227 render_audio_buffer->SplitIntoFrequencyBands(); |
| 228 capture_audio_buffer->SplitIntoFrequencyBands(); | 228 capture_audio_buffer->SplitIntoFrequencyBands(); |
| 229 } | 229 } |
| 230 | 230 |
| 231 intelligibility_enhancer->ProcessRenderAudio( | 231 intelligibility_enhancer->ProcessRenderAudio( |
| 232 render_audio_buffer->split_channels_f(kBand0To8kHz), | 232 render_audio_buffer, IntelligibilityEnhancerSampleRate(sample_rate_hz)); |
| 233 IntelligibilityEnhancerSampleRate(sample_rate_hz), | |
| 234 render_audio_buffer->num_channels()); | |
| 235 | 233 |
| 236 noise_suppressor->AnalyzeCaptureAudio(capture_audio_buffer); | 234 noise_suppressor->AnalyzeCaptureAudio(capture_audio_buffer); |
| 237 noise_suppressor->ProcessCaptureAudio(capture_audio_buffer); | 235 noise_suppressor->ProcessCaptureAudio(capture_audio_buffer); |
| 238 | 236 |
| 239 intelligibility_enhancer->SetCaptureNoiseEstimate( | 237 intelligibility_enhancer->SetCaptureNoiseEstimate( |
| 240 noise_suppressor->NoiseEstimate(), 0); | 238 noise_suppressor->NoiseEstimate(), 0); |
| 241 | 239 |
| 242 if (sample_rate_hz > AudioProcessing::kSampleRate16kHz) { | 240 if (sample_rate_hz > AudioProcessing::kSampleRate16kHz) { |
| 243 render_audio_buffer->MergeFrequencyBands(); | 241 render_audio_buffer->MergeFrequencyBands(); |
| 244 } | 242 } |
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| 313 | 311 |
| 314 float float_rand() { | 312 float float_rand() { |
| 315 return std::rand() * 2.f / RAND_MAX - 1; | 313 return std::rand() * 2.f / RAND_MAX - 1; |
| 316 } | 314 } |
| 317 | 315 |
| 318 } // namespace | 316 } // namespace |
| 319 | 317 |
| 320 class IntelligibilityEnhancerTest : public ::testing::Test { | 318 class IntelligibilityEnhancerTest : public ::testing::Test { |
| 321 protected: | 319 protected: |
| 322 IntelligibilityEnhancerTest() | 320 IntelligibilityEnhancerTest() |
| 323 : clear_data_(kSamples), noise_data_(kSamples), orig_data_(kSamples) { | 321 : clear_buffer_(kFragmentSize, |
| 322 kNumChannels, |
| 323 kFragmentSize, |
| 324 kNumChannels, |
| 325 kFragmentSize), |
| 326 stream_config_(kSampleRate, kNumChannels), |
| 327 clear_data_(kSamples), |
| 328 noise_data_(kNumNoiseBins), |
| 329 orig_data_(kSamples) { |
| 324 std::srand(1); | 330 std::srand(1); |
| 325 enh_.reset( | 331 enh_.reset( |
| 326 new IntelligibilityEnhancer(kSampleRate, kNumChannels, kNumNoiseBins)); | 332 new IntelligibilityEnhancer(kSampleRate, kNumChannels, kNumNoiseBins)); |
| 327 } | 333 } |
| 328 | 334 |
| 329 bool CheckUpdate() { | 335 bool CheckUpdate() { |
| 330 enh_.reset( | 336 enh_.reset( |
| 331 new IntelligibilityEnhancer(kSampleRate, kNumChannels, kNumNoiseBins)); | 337 new IntelligibilityEnhancer(kSampleRate, kNumChannels, kNumNoiseBins)); |
| 332 float* clear_cursor = clear_data_.data(); | 338 float* clear_cursor = clear_data_.data(); |
| 333 float* noise_cursor = noise_data_.data(); | |
| 334 for (int i = 0; i < kSamples; i += kFragmentSize) { | 339 for (int i = 0; i < kSamples; i += kFragmentSize) { |
| 335 enh_->ProcessRenderAudio(&clear_cursor, kSampleRate, kNumChannels); | 340 enh_->SetCaptureNoiseEstimate(noise_data_, 1); |
| 341 clear_buffer_.CopyFrom(&clear_cursor, stream_config_); |
| 342 enh_->ProcessRenderAudio(&clear_buffer_, kSampleRate); |
| 343 clear_buffer_.CopyTo(stream_config_, &clear_cursor); |
| 336 clear_cursor += kFragmentSize; | 344 clear_cursor += kFragmentSize; |
| 337 noise_cursor += kFragmentSize; | |
| 338 } | 345 } |
| 339 for (int i = 0; i < kSamples; i++) { | 346 for (int i = 0; i < kSamples; i++) { |
| 340 if (std::fabs(clear_data_[i] - orig_data_[i]) > kMaxTestError) { | 347 if (std::fabs(clear_data_[i] - orig_data_[i]) > kMaxTestError) { |
| 341 return true; | 348 return true; |
| 342 } | 349 } |
| 343 } | 350 } |
| 344 return false; | 351 return false; |
| 345 } | 352 } |
| 346 | 353 |
| 347 std::unique_ptr<IntelligibilityEnhancer> enh_; | 354 std::unique_ptr<IntelligibilityEnhancer> enh_; |
| 355 AudioBuffer clear_buffer_; |
| 356 StreamConfig stream_config_; |
| 348 std::vector<float> clear_data_; | 357 std::vector<float> clear_data_; |
| 349 std::vector<float> noise_data_; | 358 std::vector<float> noise_data_; |
| 350 std::vector<float> orig_data_; | 359 std::vector<float> orig_data_; |
| 351 }; | 360 }; |
| 352 | 361 |
| 353 // For each class of generated data, tests that render stream is updated when | 362 // For each class of generated data, tests that render stream is updated when |
| 354 // it should be. | 363 // it should be. |
| 355 TEST_F(IntelligibilityEnhancerTest, TestRenderUpdate) { | 364 TEST_F(IntelligibilityEnhancerTest, TestRenderUpdate) { |
| 356 std::fill(noise_data_.begin(), noise_data_.end(), 0.f); | 365 std::fill(noise_data_.begin(), noise_data_.end(), 0.f); |
| 357 std::fill(orig_data_.begin(), orig_data_.end(), 0.f); | 366 std::fill(orig_data_.begin(), orig_data_.end(), 0.f); |
| 358 std::fill(clear_data_.begin(), clear_data_.end(), 0.f); | 367 std::fill(clear_data_.begin(), clear_data_.end(), 0.f); |
| 359 EXPECT_FALSE(CheckUpdate()); | 368 EXPECT_FALSE(CheckUpdate()); |
| 360 std::generate(noise_data_.begin(), noise_data_.end(), float_rand); | |
| 361 EXPECT_FALSE(CheckUpdate()); | |
| 362 std::generate(clear_data_.begin(), clear_data_.end(), float_rand); | 369 std::generate(clear_data_.begin(), clear_data_.end(), float_rand); |
| 363 orig_data_ = clear_data_; | 370 orig_data_ = clear_data_; |
| 371 EXPECT_FALSE(CheckUpdate()); |
| 372 std::generate(noise_data_.begin(), noise_data_.end(), float_rand); |
| 373 FloatToFloatS16(noise_data_.data(), noise_data_.size(), noise_data_.data()); |
| 364 EXPECT_TRUE(CheckUpdate()); | 374 EXPECT_TRUE(CheckUpdate()); |
| 365 } | 375 } |
| 366 | 376 |
| 367 // Tests ERB bank creation, comparing against matlab output. | 377 // Tests ERB bank creation, comparing against matlab output. |
| 368 TEST_F(IntelligibilityEnhancerTest, TestErbCreation) { | 378 TEST_F(IntelligibilityEnhancerTest, TestErbCreation) { |
| 369 ASSERT_EQ(arraysize(kTestCenterFreqs), enh_->bank_size_); | 379 ASSERT_EQ(arraysize(kTestCenterFreqs), enh_->bank_size_); |
| 370 for (size_t i = 0; i < enh_->bank_size_; ++i) { | 380 for (size_t i = 0; i < enh_->bank_size_; ++i) { |
| 371 EXPECT_NEAR(kTestCenterFreqs[i], enh_->center_freqs_[i], kMaxTestError); | 381 EXPECT_NEAR(kTestCenterFreqs[i], enh_->center_freqs_[i], kMaxTestError); |
| 372 ASSERT_EQ(arraysize(kTestFilterBank[0]), enh_->freqs_); | 382 ASSERT_EQ(arraysize(kTestFilterBank[0]), enh_->freqs_); |
| 373 for (size_t j = 0; j < enh_->freqs_; ++j) { | 383 for (size_t j = 0; j < enh_->freqs_; ++j) { |
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| 411 const float kTolerance = 0.007f; | 421 const float kTolerance = 0.007f; |
| 412 std::vector<float> noise(kNumNoiseBins); | 422 std::vector<float> noise(kNumNoiseBins); |
| 413 std::vector<float> noise_psd(kNumNoiseBins); | 423 std::vector<float> noise_psd(kNumNoiseBins); |
| 414 std::generate(noise.begin(), noise.end(), float_rand); | 424 std::generate(noise.begin(), noise.end(), float_rand); |
| 415 for (size_t i = 0; i < kNumNoiseBins; ++i) { | 425 for (size_t i = 0; i < kNumNoiseBins; ++i) { |
| 416 noise_psd[i] = kGain * kGain * noise[i] * noise[i]; | 426 noise_psd[i] = kGain * kGain * noise[i] * noise[i]; |
| 417 } | 427 } |
| 418 float* clear_cursor = clear_data_.data(); | 428 float* clear_cursor = clear_data_.data(); |
| 419 for (size_t i = 0; i < kNumFramesToProcess; ++i) { | 429 for (size_t i = 0; i < kNumFramesToProcess; ++i) { |
| 420 enh_->SetCaptureNoiseEstimate(noise, kGain); | 430 enh_->SetCaptureNoiseEstimate(noise, kGain); |
| 421 enh_->ProcessRenderAudio(&clear_cursor, kSampleRate, kNumChannels); | 431 clear_buffer_.CopyFrom(&clear_cursor, stream_config_); |
| 432 enh_->ProcessRenderAudio(&clear_buffer_, kSampleRate); |
| 422 } | 433 } |
| 423 const std::vector<float>& estimated_psd = | 434 const std::vector<float>& estimated_psd = |
| 424 enh_->noise_power_estimator_.power(); | 435 enh_->noise_power_estimator_.power(); |
| 425 for (size_t i = 0; i < kNumNoiseBins; ++i) { | 436 for (size_t i = 0; i < kNumNoiseBins; ++i) { |
| 426 EXPECT_LT(std::abs(estimated_psd[i] - noise_psd[i]) / noise_psd[i], | 437 EXPECT_LT(std::abs(estimated_psd[i] - noise_psd[i]) / noise_psd[i], |
| 427 kTolerance); | 438 kTolerance); |
| 428 } | 439 } |
| 429 } | 440 } |
| 430 | 441 |
| 431 TEST(IntelligibilityEnhancerBitExactnessTest, DISABLED_Mono8kHz) { | 442 TEST(IntelligibilityEnhancerBitExactnessTest, DISABLED_Mono8kHz) { |
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| 474 } | 485 } |
| 475 | 486 |
| 476 TEST(IntelligibilityEnhancerBitExactnessTest, DISABLED_Stereo48kHz) { | 487 TEST(IntelligibilityEnhancerBitExactnessTest, DISABLED_Stereo48kHz) { |
| 477 const float kOutputReference[] = {-0.009276f, -0.001601f, -0.008255f, | 488 const float kOutputReference[] = {-0.009276f, -0.001601f, -0.008255f, |
| 478 -0.012975f, -0.015940f, -0.017820f}; | 489 -0.012975f, -0.015940f, -0.017820f}; |
| 479 | 490 |
| 480 RunBitexactnessTest(AudioProcessing::kSampleRate48kHz, 2, kOutputReference); | 491 RunBitexactnessTest(AudioProcessing::kSampleRate48kHz, 2, kOutputReference); |
| 481 } | 492 } |
| 482 | 493 |
| 483 } // namespace webrtc | 494 } // namespace webrtc |
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