MLECO-2723: Updating RNNoise to use 512 frame size
* CMSIS-DSP acceleration will now be used for FFT in RNNoise pre-processing
* PESQ scores tested and similar
Signed-off-by: Richard Burton <richard.burton@arm.com>
Change-Id: Ifeebc041f58867909b27c948950e08f8f39ef276
diff --git a/source/application/main/PlatformMath.cc b/source/application/main/PlatformMath.cc
index 505d357..0b8882a 100644
--- a/source/application/main/PlatformMath.cc
+++ b/source/application/main/PlatformMath.cc
@@ -225,7 +225,7 @@
#if ARM_DSP_AVAILABLE
if (fftInstance.m_optimisedOptionAvailable) {
fftOutput = input; /* Complex function works in-place */
- arm_cfft_f32(&fftInstance.m_instanceComplex, fftOutput.data(), 0, 0);
+ arm_cfft_f32(&fftInstance.m_instanceComplex, fftOutput.data(), 0, 1);
return;
}
#endif /* ARM_DSP_AVAILABLE */
diff --git a/source/use_case/noise_reduction/include/RNNoiseProcess.hpp b/source/use_case/noise_reduction/include/RNNoiseProcess.hpp
index 0e19c68..c188e42 100644
--- a/source/use_case/noise_reduction/include/RNNoiseProcess.hpp
+++ b/source/use_case/noise_reduction/include/RNNoiseProcess.hpp
@@ -78,13 +78,13 @@
/* Public constants */
public:
static constexpr uint32_t FRAME_SIZE_SHIFT{2};
- static constexpr uint32_t FRAME_SIZE{480};
+ static constexpr uint32_t FRAME_SIZE{512};
static constexpr uint32_t WINDOW_SIZE{2 * FRAME_SIZE};
static constexpr uint32_t FREQ_SIZE{FRAME_SIZE + 1};
- static constexpr uint32_t PITCH_MIN_PERIOD{60};
- static constexpr uint32_t PITCH_MAX_PERIOD{768};
- static constexpr uint32_t PITCH_FRAME_SIZE{960};
+ static constexpr uint32_t PITCH_MIN_PERIOD{64};
+ static constexpr uint32_t PITCH_MAX_PERIOD{820};
+ static constexpr uint32_t PITCH_FRAME_SIZE{1024};
static constexpr uint32_t PITCH_BUF_SIZE{PITCH_MAX_PERIOD + PITCH_FRAME_SIZE};
static constexpr uint32_t NB_BANDS{22};
diff --git a/source/use_case/noise_reduction/src/MainLoop.cc b/source/use_case/noise_reduction/src/MainLoop.cc
index ee0a61b..7d814a8 100644
--- a/source/use_case/noise_reduction/src/MainLoop.cc
+++ b/source/use_case/noise_reduction/src/MainLoop.cc
@@ -106,6 +106,7 @@
break;
case MENU_OPT_RUN_INF_CHOSEN: {
printf(" Enter the audio clip IFM index [0, %d]: ", NUMBER_OF_FILES-1);
+ fflush(stdout);
auto clipIndex = static_cast<uint32_t>(arm::app::ReadUserInputAsInt(platform));
SetAppCtxClipIdx(caseContext, clipIndex);
executionSuccessful = NoiseReductionHandler(caseContext, false);
diff --git a/source/use_case/noise_reduction/usecase.cmake b/source/use_case/noise_reduction/usecase.cmake
index 14cff17..60f92ae 100644
--- a/source/use_case/noise_reduction/usecase.cmake
+++ b/source/use_case/noise_reduction/usecase.cmake
@@ -53,8 +53,8 @@
kaiser_best
STRING)
-USER_OPTION(${use_case}_AUDIO_MIN_SAMPLES "Specify the minimum number of samples to use. Default is 480, if the audio is shorter it will be automatically padded."
- 480
+USER_OPTION(${use_case}_AUDIO_MIN_SAMPLES "Specify the minimum number of samples to use. Default is 512, if the audio is shorter it will be automatically padded."
+ 512
STRING)
# Generate input files from audio wav files
@@ -69,8 +69,8 @@
set(EXTRA_MODEL_CODE
"/* Model parameters for ${use_case} */"
- "extern const int g_FrameLength = 480"
- "extern const int g_FrameStride = 480"
+ "extern const int g_FrameLength = 512"
+ "extern const int g_FrameStride = 512"
"extern const uint32_t g_NumInputFeatures = 42*1" # Single time-step input of 42 features.
)
diff --git a/tests/use_case/noise_reduction/RNNNoiseUCTests.cc b/tests/use_case/noise_reduction/RNNNoiseUCTests.cc
index d57fced..c2b7ffb 100644
--- a/tests/use_case/noise_reduction/RNNNoiseUCTests.cc
+++ b/tests/use_case/noise_reduction/RNNNoiseUCTests.cc
@@ -23,7 +23,7 @@
#include <catch.hpp>
#include <hal.h>
#include <Profiler.hpp>
-#include <iostream>
+
#define PLATFORM \
hal_platform platform; \
data_acq_module data_acq; \
@@ -177,8 +177,8 @@
std::vector<int16_t> runtime(g_FrameLength);
std::memcpy(runtime.data(), &memDump[startOfLastInfOut], oneInferenceOutSizeBytes);
- /* Margin of 22 is 0.03% error. */
- REQUIRE_THAT(golden, Catch::Matchers::Approx(runtime).margin(22));
+ /* Margin of 43 is 0.07% error. */
+ REQUIRE_THAT(golden, Catch::Matchers::Approx(runtime).margin(43));
}
++infIndex;
}
diff --git a/tests/use_case/noise_reduction/RNNUCTestCaseData.hpp b/tests/use_case/noise_reduction/RNNUCTestCaseData.hpp
index 37bc6a5..85793cf 100644
--- a/tests/use_case/noise_reduction/RNNUCTestCaseData.hpp
+++ b/tests/use_case/noise_reduction/RNNUCTestCaseData.hpp
@@ -20,159 +20,207 @@
#include <cstdint>
/* 1st inference denoised output. */
-int16_t denoisedInf0 [480] = {
- 0x0, 0x0, 0x0, 0x0, 0x0, 0x0, 0x0, 0x0, 0x0, 0x0,
- 0x0, 0x0, 0x0, 0x0, 0x0, 0x0, 0x0, 0x0, 0x0, 0x0,
- 0x0, 0x0, 0x0, 0x0, 0x0, 0x0, 0x0, 0x0, 0x0, 0x0,
- 0x0, 0x0, 0x0, 0x0, 0x0, 0x0, 0x0, 0x0, 0x0, 0x0,
- 0x0, 0x0, 0x0, 0x0, 0x0, 0x0, 0x0, 0x0, 0x0, 0x0,
- 0x0, 0x0, 0x0, 0x0, 0x0, 0x0, 0x0, 0x0, 0x0, 0x0,
- 0x0, 0x0, 0x0, 0x0, 0x0, 0x0, 0x0, 0x0, 0x0, 0x0,
- 0x0, 0x0, 0x0, 0x0, 0x0, 0x0, 0x0, 0x0, 0x0, 0x0,
- 0x0, 0x0, 0x0, 0x0, 0x1, 0x0, 0x1, 0x1, 0x1, 0x1,
- 0x1, 0x1, 0x1, 0x1, 0x1, 0x1, 0x1, 0x1, 0x1, 0x1,
- 0x1, 0x1, 0x1, 0x1, 0x1, 0x1, 0x1, 0x1, 0x1, 0x1,
- 0x1, 0x1, 0x1, 0x1, 0x0, 0x0, 0x0, 0x0, 0x0, 0x0,
- 0x0, 0x0, 0x0, 0x0, 0x0, 0x0, 0x0, 0x0, 0x0, 0x0,
- 0x0, 0x0, 0x0, 0x0, 0x1, 0x1, 0x1, 0x1, 0x1, 0x1,
- 0x0, 0x1, 0x0, 0x0, 0x0, 0x0, 0x0, 0x0, 0x0, 0x0,
- 0x0, 0x0, 0x0, 0x0, 0x0, -0x1, -0x1, -0x1, -0x1, -0x1,
- -0x1, -0x1, -0x1, -0x1, -0x1, -0x1, -0x1, -0x1, 0x0, -0x1,
- 0x0, 0x0, 0x0, 0x0, 0x0, 0x0, 0x0, 0x0, 0x0, 0x0,
- 0x0, -0x1, -0x1, -0x1, -0x1, -0x1, -0x1, -0x1, -0x1, -0x1,
- -0x1, -0x1, -0x1, -0x1, -0x1, -0x1, -0x1, -0x1, -0x1, -0x1,
- -0x1, -0x1, -0x1, -0x1, 0x0, -0x1, 0x0, 0x0, 0x0, 0x0,
- 0x0, 0x0, 0x0, 0x0, 0x0, 0x0, 0x0, 0x0, 0x0, 0x0,
- 0x0, 0x0, 0x0, 0x0, 0x0, 0x0, 0x0, 0x0, 0x0, 0x0,
- 0x1, 0x0, 0x1, 0x1, 0x0, 0x1, 0x0, 0x1, 0x1, 0x0,
- 0x1, 0x0, 0x1, 0x1, 0x1, 0x1, 0x1, 0x1, 0x1, 0x1,
- 0x1, 0x1, 0x2, 0x1, 0x2, 0x2, 0x2, 0x2, 0x2, 0x2,
- 0x2, 0x2, 0x2, 0x2, 0x2, 0x2, 0x2, 0x2, 0x2, 0x2,
- 0x2, 0x2, 0x2, 0x2, 0x2, 0x2, 0x2, 0x2, 0x2, 0x2,
- 0x2, 0x2, 0x2, 0x3, 0x2, 0x3, 0x3, 0x3, 0x3, 0x3,
- 0x3, 0x3, 0x3, 0x3, 0x3, 0x4, 0x3, 0x3, 0x3, 0x3,
- 0x3, 0x3, 0x3, 0x3, 0x3, 0x3, 0x3, 0x3, 0x3, 0x3,
- 0x3, 0x3, 0x3, 0x3, 0x3, 0x3, 0x3, 0x3, 0x3, 0x3,
- 0x3, 0x3, 0x3, 0x3, 0x3, 0x3, 0x3, 0x3, 0x3, 0x3,
- 0x3, 0x3, 0x2, 0x3, 0x3, 0x3, 0x3, 0x2, 0x3, 0x2,
- 0x3, 0x3, 0x2, 0x3, 0x3, 0x3, 0x3, 0x3, 0x3, 0x2,
- 0x3, 0x2, 0x2, 0x2, 0x2, 0x2, 0x1, 0x1, 0x1, 0x0,
- 0x1, 0x0, 0x0, 0x0, 0x0, 0x0, 0x0, 0x0, 0x0, 0x1,
- 0x1, 0x1, 0x2, 0x2, 0x3, 0x3, 0x3, 0x4, 0x4, 0x4,
- 0x4, 0x5, 0x4, 0x4, 0x5, 0x4, 0x5, 0x4, 0x4, 0x4,
- 0x3, 0x3, 0x2, 0x3, 0x2, 0x1, 0x2, 0x1, 0x1, 0x1,
- 0x1, 0x2, 0x2, 0x3, 0x3, 0x4, 0x5, 0x5, 0x7, 0x7,
- 0x8, 0x8, 0x9, 0xa, 0x9, 0xa, 0xa, 0xb, 0xa, 0xa,
- 0xb, 0xa, 0xa, 0x9, 0xa, 0xa, 0x9, 0xa, 0x8, 0x9,
- 0x9, 0x9, 0x9, 0x8, 0xa, 0x9, 0xa, 0xb, 0xb, 0xc,
- 0xc, 0xe, 0xf, 0xf, 0x11, 0x11, 0x13, 0x13, 0x14, 0x15,
- 0x14, 0x16, 0x14, 0x14, 0x12, 0x11, 0x10, 0xd, 0xd, 0xb,
- 0xb, 0xb, 0xa, 0xc, 0xb, 0xd, 0xd, 0xe, 0x11, 0x11,
- 0x14, 0x15, 0x17, 0x19, 0x1a, 0x1d, 0x1c, 0x1c, 0x1b, 0x1a,
+int16_t denoisedInf0 [512] = {
+ 0x0, 0x0, 0x0, 0x0, 0x0, 0x0, 0x0, 0x0,
+ 0x0, 0x0, 0x0, 0x0, 0x0, 0x0, 0x0, 0x0,
+ 0x0, 0x0, 0x0, 0x0, 0x0, 0x0, 0x0, 0x0,
+ 0x0, 0x0, 0x0, 0x0, 0x0, 0x0, 0x0, 0x0,
+ 0x0, 0x0, 0x0, 0x0, 0x0, 0x0, 0x0, 0x0,
+ 0x0, 0x0, 0x0, 0x0, 0x0, 0x0, 0x0, 0x0,
+ 0x0, 0x0, 0x0, 0x0, 0x0, 0x0, 0x0, 0x0,
+ 0x0, 0x0, 0x0, 0x0, 0x0, 0x0, 0x0, 0x0,
+ 0x0, 0x0, 0x0, 0x0, 0x0, 0x0, 0x0, 0x0,
+ 0x0, 0x0, 0x0, 0x0, 0x0, 0x0, 0x0, 0x0,
+ 0x0, 0x0, 0x0, 0x0, 0x0, 0x1, 0x1, 0x1,
+ 0x1, 0x1, 0x1, 0x1, 0x1, 0x1, 0x1, 0x1,
+ 0x1, 0x1, 0x1, 0x1, 0x1, 0x1, 0x1, 0x1,
+ 0x0, 0x0, 0x0, 0x0, 0x0, 0x0, 0x0, 0x0,
+ 0x0, 0x0, 0x0, 0x0, 0x0, 0x0, 0x0, 0x0,
+ 0x0, 0x0, 0x0, 0x0, 0x0, 0x0, 0x0, 0x0,
+ 0x0, 0x0, 0x0, 0x0, 0x0, 0x0, 0x0, 0x0,
+ 0x0, 0x0, 0x0, 0x0, 0x0, 0x0, 0x0, 0x0,
+ 0x0, -0x1, -0x1, -0x1, -0x1, -0x1, -0x1, -0x1,
+ -0x1, -0x1, -0x1, -0x1, -0x1, -0x1, -0x1, 0x0,
+ -0x1, 0x0, 0x0, 0x0, 0x0, 0x0, 0x0, 0x0,
+ 0x0, 0x0, 0x0, 0x0, 0x0, -0x1, -0x1, -0x1,
+ -0x1, -0x1, -0x1, -0x1, -0x1, -0x1, -0x1, -0x1,
+ -0x1, -0x1, -0x1, -0x1, -0x1, -0x1, -0x1, -0x1,
+ -0x1, -0x1, -0x1, 0x0, -0x1, 0x0, 0x0, 0x0,
+ 0x0, 0x0, 0x0, 0x0, 0x0, 0x0, 0x0, 0x0,
+ 0x0, 0x0, 0x0, 0x0, 0x0, 0x0, 0x0, 0x0,
+ 0x0, 0x0, 0x0, 0x0, 0x0, 0x0, 0x0, 0x0,
+ 0x0, 0x0, 0x1, 0x1, 0x1, 0x1, 0x1, 0x1,
+ 0x1, 0x1, 0x1, 0x1, 0x1, 0x1, 0x1, 0x1,
+ 0x1, 0x1, 0x1, 0x1, 0x1, 0x1, 0x2, 0x2,
+ 0x2, 0x2, 0x2, 0x2, 0x2, 0x2, 0x2, 0x2,
+ 0x2, 0x2, 0x2, 0x2, 0x2, 0x2, 0x2, 0x2,
+ 0x2, 0x2, 0x2, 0x2, 0x2, 0x2, 0x2, 0x2,
+ 0x2, 0x2, 0x2, 0x3, 0x2, 0x3, 0x3, 0x3,
+ 0x3, 0x3, 0x3, 0x3, 0x3, 0x3, 0x3, 0x3,
+ 0x3, 0x3, 0x3, 0x3, 0x3, 0x3, 0x3, 0x3,
+ 0x3, 0x3, 0x3, 0x3, 0x3, 0x3, 0x3, 0x4,
+ 0x3, 0x4, 0x4, 0x4, 0x4, 0x4, 0x4, 0x4,
+ 0x4, 0x4, 0x3, 0x4, 0x4, 0x3, 0x3, 0x3,
+ 0x3, 0x3, 0x3, 0x3, 0x3, 0x3, 0x3, 0x3,
+ 0x3, 0x3, 0x3, 0x3, 0x3, 0x3, 0x3, 0x3,
+ 0x3, 0x3, 0x3, 0x3, 0x3, 0x3, 0x3, 0x3,
+ 0x3, 0x3, 0x3, 0x3, 0x3, 0x3, 0x2, 0x2,
+ 0x2, 0x2, 0x2, 0x2, 0x2, 0x2, 0x1, 0x2,
+ 0x1, 0x1, 0x1, 0x1, 0x1, 0x1, 0x1, 0x1,
+ 0x1, 0x1, 0x1, 0x1, 0x1, 0x1, 0x1, 0x2,
+ 0x1, 0x2, 0x1, 0x1, 0x1, 0x1, 0x1, 0x1,
+ 0x1, 0x1, 0x0, 0x0, 0x0, 0x0, 0x0, -0x1,
+ 0x0, 0x0, -0x1, 0x0, 0x0, 0x0, 0x0, 0x0,
+ 0x1, 0x1, 0x1, 0x2, 0x2, 0x3, 0x3, 0x3,
+ 0x3, 0x3, 0x3, 0x3, 0x3, 0x4, 0x3, 0x3,
+ 0x3, 0x3, 0x3, 0x2, 0x2, 0x2, 0x2, 0x2,
+ 0x2, 0x2, 0x3, 0x3, 0x3, 0x4, 0x4, 0x5,
+ 0x5, 0x6, 0x7, 0x7, 0x8, 0x8, 0x9, 0xa,
+ 0xa, 0xb, 0xb, 0xb, 0xc, 0xc, 0xd, 0xd,
+ 0xd, 0xe, 0xd, 0xe, 0xe, 0xd, 0xe, 0xd,
+ 0xd, 0xd, 0xc, 0xc, 0xc, 0xc, 0xc, 0xb,
+ 0xc, 0xc, 0xc, 0xd, 0xe, 0xf, 0x10, 0x11,
+ 0x12, 0x13, 0x15, 0x16, 0x17, 0x19, 0x19, 0x1a,
+ 0x1b, 0x1b, 0x1b, 0x1a, 0x19, 0x19, 0x17, 0x16,
+ 0x15, 0x13, 0x12, 0x10, 0x10, 0x10, 0xf, 0x10,
+ 0x10, 0x11, 0x12, 0x13, 0x15, 0x16, 0x18, 0x1b,
+ 0x1b, 0x1f, 0x20, 0x21, 0x24, 0x20, 0x23, 0x21
};
/* 2nd inference denoised output. */
-int16_t denoisedInf1 [480] = {
- 0x11, 0x17, 0x29, 0x23, 0x33, 0x43, 0x3f, 0x53, 0x52, 0x4b,
- 0x46, 0x32, 0x27, 0x13, -0x2, -0x1c, -0x2f, -0x2f, -0x2e, -0x2c,
- -0x34, -0x31, -0x2f, -0x34, -0x30, -0x4a, -0x38, -0x18, -0x25, -0x1a,
- -0x15, -0x14, -0x12, -0x1d, -0x21, -0x2f, -0x32, -0x36, -0x33, -0x29,
- -0x31, -0x23, -0x26, -0x30, -0x2b, -0x38, -0x2e, -0x22, -0x36, -0x53,
- -0x60, -0x5a, -0x62, -0x6c, -0x84, -0xa1, -0xa0, -0xb1, -0xc2, -0xb0,
- -0xa9, -0x9c, -0x85, -0x97, -0xa2, -0x99, -0x9f, -0x9e, -0xa4, -0xa6,
- -0x97, -0x92, -0x8e, -0x9f, -0xb1, -0xb6, -0xbf, -0xc4, -0xcc, -0xae,
- -0x91, -0x8a, -0x7f, -0x8a, -0x84, -0x8e, -0x98, -0x88, -0xa5, -0x9f,
- -0x97, -0xa2, -0x8e, -0x97, -0x88, -0x76, -0x7c, -0x7c, -0x91, -0x85,
- -0x82, -0x88, -0x78, -0x78, -0x5f, -0x55, -0x48, -0x3c, -0x4b, -0x2f,
- -0x3a, -0x48, -0x31, -0x3b, -0x21, -0xc, -0x18, -0x16, -0x29, -0x2e,
- -0x30, -0x39, -0x39, -0x3f, -0x30, -0x2f, -0x3b, -0x30, -0x33, -0x31,
- -0x29, -0x38, -0x3d, -0x36, -0x3e, -0x48, -0x46, -0x46, -0x3a, -0x39,
- -0x42, -0x3a, -0x44, -0x52, -0x53, -0x60, -0x60, -0x66, -0x6d, -0x5b,
- -0x53, -0x47, -0x35, -0x2b, -0x24, -0x26, -0x24, -0x20, -0x20, -0x26,
- -0x23, -0x17, -0xf, -0x6, -0xb, -0xc, -0x22, -0x39, -0x21, -0x25,
- -0x21, -0x17, -0x23, -0x10, -0x24, -0x2b, -0x31, -0x5c, -0x43, -0x42,
- -0x53, -0x33, -0x19, -0x14, -0x28, -0x29, -0x33, -0x36, -0x29, -0x46,
- -0x3c, -0x35, -0x3e, -0x30, -0x49, -0x52, -0x55, -0x5f, -0x56, -0x50,
- -0x47, -0x4b, -0x4f, -0x5e, -0x5e, -0x47, -0x56, -0x4f, -0x37, -0x27,
- -0x15, -0x10, 0x6, 0x15, 0x2b, 0x36, 0x31, 0x45, 0x47, 0x53,
- 0x4d, 0x3f, 0x55, 0x53, 0x5d, 0x65, 0x5a, 0x55, 0x45, 0x40,
- 0x39, 0x35, 0x32, 0x35, 0x44, 0x36, 0x3d, 0x4b, 0x4c, 0x51,
- 0x4c, 0x5a, 0x5b, 0x60, 0x69, 0x58, 0x53, 0x3f, 0x22, -0x1,
- -0x21, -0x20, -0x2a, -0x30, -0x2c, -0x2a, -0x2f, -0x34, -0x28, -0x30,
- -0x31, -0x2d, -0x29, -0x1d, -0x2b, -0x23, -0x1c, -0x20, -0x13, -0x12,
- -0x9, -0x18, -0x1d, -0x17, -0x2c, -0x24, -0x26, -0x2e, -0x29, -0x3c,
- -0x46, -0x51, -0x62, -0x74, -0x80, -0x88, -0x9d, -0xa4, -0xac, -0xa1,
- -0x92, -0x8c, -0x6f, -0x65, -0x53, -0x42, -0x4b, -0x3a, -0x35, -0x44,
- -0x44, -0x46, -0x5c, -0x6f, -0x77, -0x8d, -0x90, -0x96, -0xa3, -0x9c,
- -0xa8, -0xa1, -0x8e, -0x7e, -0x5d, -0x50, -0x40, -0x35, -0x36, -0x30,
- -0x3a, -0x32, -0x2b, -0x34, -0x33, -0x40, -0x51, -0x51, -0x4a, -0x47,
- -0x35, -0x20, -0x19, -0xa, -0xd, -0x1b, -0x15, -0x19, -0x22, -0x1f,
- -0x1c, -0x21, -0x21, -0x17, -0x1e, -0x1d, -0x4, 0x4, 0xd, 0x24,
- 0x2c, 0x3d, 0x54, 0x50, 0x58, 0x5f, 0x5d, 0x64, 0x56, 0x5b,
- 0x67, 0x60, 0x76, 0x7d, 0x77, 0x8b, 0x96, 0x9b, 0x9e, 0xa3,
- 0xa8, 0x9d, 0x9a, 0x9a, 0x87, 0x78, 0x64, 0x49, 0x44, 0x38,
- 0x11, -0x11, -0x24, -0x29, -0x35, -0x3f, -0x35, -0x32, -0x20, -0x1a,
- -0x2a, -0x1d, -0x28, -0x3a, -0x3f, -0x53, -0x56, -0x5e, -0x59, -0x41,
- -0x40, -0x2e, -0x22, -0x1a, 0x7, 0x19, 0x27, 0x32, 0x37, 0x38,
- 0x23, 0x11, -0x7, -0x1f, -0x29, -0x36, -0x34, -0x35, -0x2f, -0xb,
- 0xb, 0x14, 0x25, 0x3f, 0x51, 0x49, 0x54, 0x6a, 0x5f, 0x5b,
- 0x66, 0x5d, 0x59, 0x4f, 0x3a, 0x3b, 0x30, 0x2f, 0x2d, 0x1b,
- 0x2f, 0x2e, 0x28, 0x3a, 0x2c, 0x37, 0x47, 0x4c, 0x5e, 0x58,
- 0x52, 0x4b, 0x45, 0x43, 0x36, 0x3f, 0x42, 0x49, 0x54, 0x4e,
- 0x61, 0x60, 0x59, 0x6b, 0x65, 0x60, 0x5e, 0x4e, 0x3d, 0x2e,
- 0x2a, 0x2c, 0x2f, 0x2b, 0x30, 0x3d, 0x47, 0x57, 0x61, 0x6d,
+int16_t denoisedInf1 [512] = {
+ 0x13, 0x1f, 0x31, 0x2b, 0x3c, 0x4d, 0x4c, 0x5c,
+ 0x61, 0x54, 0x4e, 0x3a, 0x26, 0x19, -0x6, -0x22,
+ -0x36, -0x3c, -0x30, -0x36, -0x3e, -0x38, -0x3c, -0x35,
+ -0x3a, -0x57, -0x41, -0x1c, -0x26, -0x26, -0x15, -0x17,
+ -0x17, -0x1b, -0x2b, -0x2f, -0x37, -0x3b, -0x30, -0x2e,
+ -0x2f, -0x23, -0x24, -0x2b, -0x2d, -0x35, -0x2e, -0x18,
+ -0x2e, -0x5a, -0x60, -0x5d, -0x63, -0x6c, -0x8f, -0xad,
+ -0xaa, -0xbf, -0xd3, -0xbf, -0xb7, -0xa8, -0x8c, -0xa0,
+ -0xb2, -0xa3, -0xa7, -0xab, -0xae, -0xb5, -0xa5, -0x98,
+ -0x9c, -0xa9, -0xc3, -0xca, -0xc9, -0xde, -0xdf, -0xc0,
+ -0x9f, -0x8d, -0x92, -0x91, -0x90, -0x9f, -0x9c, -0x99,
+ -0xac, -0xae, -0xa4, -0xa6, -0xa2, -0x9c, -0x97, -0x81,
+ -0x7c, -0x91, -0x99, -0x95, -0x90, -0x90, -0x91, -0x7f,
+ -0x70, -0x63, -0x4b, -0x50, -0x52, -0x38, -0x44, -0x50,
+ -0x40, -0x3f, -0x2a, -0xd, -0x17, -0x21, -0x29, -0x36,
+ -0x35, -0x38, -0x42, -0x3f, -0x31, -0x30, -0x3d, -0x38,
+ -0x34, -0x38, -0x2f, -0x40, -0x4e, -0x3f, -0x4f, -0x5d,
+ -0x5b, -0x60, -0x4f, -0x51, -0x5e, -0x51, -0x60, -0x70,
+ -0x6f, -0x7d, -0x7b, -0x7f, -0x89, -0x70, -0x64, -0x59,
+ -0x3e, -0x34, -0x27, -0x25, -0x26, -0x15, -0x18, -0x1b,
+ -0x13, -0xb, 0xa, 0xb, 0xb, 0x10, -0x17, -0x28,
+ -0x15, -0x16, -0x13, -0x15, -0x18, -0x12, -0x24, -0x2d,
+ -0x40, -0x69, -0x57, -0x4a, -0x69, -0x4a, -0x18, -0x24,
+ -0x30, -0x36, -0x44, -0x38, -0x35, -0x4b, -0x46, -0x3c,
+ -0x3d, -0x35, -0x46, -0x5a, -0x55, -0x5e, -0x5b, -0x47,
+ -0x48, -0x45, -0x4c, -0x64, -0x5a, -0x48, -0x55, -0x57,
+ -0x3a, -0x23, -0x1b, -0xf, -0x1, 0x15, 0x2f, 0x33,
+ 0x35, 0x43, 0x51, 0x5d, 0x54, 0x49, 0x5d, 0x67,
+ 0x6c, 0x7a, 0x6f, 0x61, 0x5a, 0x4c, 0x49, 0x42,
+ 0x36, 0x44, 0x4c, 0x40, 0x44, 0x53, 0x59, 0x55,
+ 0x58, 0x62, 0x65, 0x6d, 0x74, 0x67, 0x5b, 0x50,
+ 0x2d, 0x2, -0x1b, -0x1d, -0x1e, -0x2d, -0x25, -0x1e,
+ -0x2c, -0x29, -0x21, -0x25, -0x29, -0x27, -0x19, -0x16,
+ -0x21, -0x1d, -0x16, -0x17, -0x13, -0x9, -0x9, -0x1c,
+ -0x1f, -0x1e, -0x30, -0x2f, -0x2c, -0x37, -0x32, -0x3f,
+ -0x53, -0x55, -0x6c, -0x82, -0x84, -0x93, -0xa3, -0xb1,
+ -0xba, -0xab, -0xa1, -0x96, -0x7c, -0x6e, -0x5d, -0x4d,
+ -0x56, -0x47, -0x39, -0x52, -0x4f, -0x4a, -0x69, -0x75,
+ -0x83, -0x97, -0x97, -0xa1, -0xa8, -0xa6, -0xb1, -0xab,
+ -0x98, -0x83, -0x65, -0x52, -0x44, -0x37, -0x34, -0x34,
+ -0x3b, -0x35, -0x2a, -0x34, -0x37, -0x41, -0x5c, -0x57,
+ -0x50, -0x53, -0x3c, -0x29, -0x23, -0x13, -0x1a, -0x2b,
+ -0x24, -0x26, -0x31, -0x2c, -0x27, -0x2e, -0x2b, -0x1c,
+ -0x25, -0x26, -0x4, 0x6, 0xd, 0x29, 0x2e, 0x43,
+ 0x5e, 0x54, 0x5d, 0x64, 0x63, 0x6c, 0x59, 0x5e,
+ 0x6d, 0x62, 0x7b, 0x84, 0x76, 0x8e, 0x9a, 0x9b,
+ 0xa0, 0xa3, 0xac, 0x9d, 0x99, 0xa1, 0x88, 0x7c,
+ 0x65, 0x44, 0x4a, 0x3d, 0x12, -0x18, -0x2c, -0x28,
+ -0x3b, -0x45, -0x3d, -0x3b, -0x20, -0x1e, -0x2f, -0x1e,
+ -0x27, -0x38, -0x3e, -0x4f, -0x54, -0x5e, -0x57, -0x3e,
+ -0x3b, -0x2c, -0x1e, -0x19, 0xa, 0x21, 0x29, 0x35,
+ 0x3c, 0x3c, 0x28, 0x12, -0x4, -0x1d, -0x27, -0x2e,
+ -0x2e, -0x30, -0x2c, -0x1, 0x18, 0x17, 0x2a, 0x46,
+ 0x58, 0x4a, 0x51, 0x72, 0x5d, 0x58, 0x68, 0x5a,
+ 0x5d, 0x4e, 0x3a, 0x3e, 0x31, 0x36, 0x2f, 0x19,
+ 0x30, 0x2e, 0x27, 0x38, 0x29, 0x2f, 0x44, 0x48,
+ 0x59, 0x57, 0x49, 0x47, 0x42, 0x3c, 0x33, 0x36,
+ 0x3e, 0x45, 0x4e, 0x4d, 0x5c, 0x62, 0x56, 0x6a,
+ 0x6a, 0x5b, 0x64, 0x4e, 0x39, 0x30, 0x23, 0x30,
+ 0x31, 0x2a, 0x38, 0x40, 0x53, 0x62, 0x6b, 0x80,
+ 0x84, 0x85, 0x7e, 0x6c, 0x6d, 0x5f, 0x4b, 0x49,
+ 0x43, 0x3b, 0x30, 0x30, 0x31, 0x25, 0x36, 0x38,
+ 0x25, 0x30, 0x21, 0x7, 0x14, 0x17, 0xc, 0x2,
+ -0x1, 0xf, 0x10, 0x4, 0x8, 0x16, 0x1f, 0x21
};
-/* Final denoised results after 134 steps */
-int16_t denoisedInf2 [480] = {
- -0x66, -0x8a, -0x8a, -0x6f, -0x99, -0x9c, -0x92, -0xbf, -0xa4, -0xb1,
- -0xf0, -0xf1, -0xf3, -0xe5, -0xf9, -0x107, -0xd2, -0xe8, -0x100, -0xdb,
- -0xda, -0xec, -0xfa, -0xfd, -0xe7, -0xd6, -0xe6, -0xfd, -0x102, -0xfc,
- -0xfd, -0x11f, -0x123, -0x119, -0x11c, -0xf6, -0x10a, -0x130, -0x10f, -0x107,
- -0x106, -0x10e, -0x11f, -0xff, -0xed, -0xf3, -0xee, -0xfb, -0x10f, -0x108,
- -0xe9, -0xd4, -0xda, -0xe7, -0xed, -0xf0, -0xf1, -0x10c, -0xff, -0xd3,
- -0xfb, -0xed, -0xc9, -0x107, -0xe4, -0xbb, -0xe9, -0xeb, -0xf6, -0xfb,
- -0x114, -0x12e, -0x105, -0x116, -0x134, -0x138, -0x149, -0x12a, -0x11a, -0x13c,
- -0x151, -0x13f, -0x13a, -0x16f, -0x176, -0x15d, -0x16d, -0x169, -0x163, -0x170,
- -0x176, -0x181, -0x17d, -0x173, -0x18b, -0x1af, -0x1ad, -0x185, -0x18c, -0x1b0,
- -0x1aa, -0x1b9, -0x1c0, -0x1b7, -0x1d5, -0x1d7, -0x1ca, -0x1cd, -0x1e8, -0x1f3,
- -0x1c6, -0x1cd, -0x1c2, -0x191, -0x1a2, -0x1a3, -0x193, -0x187, -0x19b, -0x1b0,
- -0x184, -0x199, -0x1bb, -0x1a9, -0x196, -0x18c, -0x1b7, -0x1b0, -0x19d, -0x1b9,
- -0x1b2, -0x1c2, -0x1d1, -0x1dd, -0x1ce, -0x1a6, -0x1cf, -0x1e4, -0x1dc, -0x1c9,
- -0x1bc, -0x1e2, -0x1c8, -0x1c7, -0x1d5, -0x1c1, -0x1dc, -0x1bd, -0x1cd, -0x1fe,
- -0x1d7, -0x1e6, -0x1f3, -0x1f3, -0x201, -0x1f0, -0x1f8, -0x1f0, -0x1f4, -0x206,
- -0x1f3, -0x206, -0x20d, -0x1f5, -0x1e1, -0x1d5, -0x1fe, -0x214, -0x1f4, -0x1f3,
- -0x21a, -0x232, -0x214, -0x203, -0x20b, -0x1fc, -0x1f9, -0x1ef, -0x1e5, -0x1ef,
- -0x1de, -0x1dd, -0x1ea, -0x1f2, -0x219, -0x21d, -0x201, -0x1ff, -0x1fa, -0x205,
- -0x21f, -0x215, -0x210, -0x217, -0x20c, -0x21f, -0x223, -0x202, -0x208, -0x21f,
- -0x233, -0x22f, -0x221, -0x229, -0x233, -0x239, -0x218, -0x21d, -0x242, -0x22e,
- -0x23d, -0x239, -0x22f, -0x251, -0x238, -0x22e, -0x22e, -0x234, -0x236, -0x1fc,
- -0x220, -0x254, -0x241, -0x249, -0x250, -0x260, -0x25e, -0x244, -0x24c, -0x267,
- -0x268, -0x25d, -0x272, -0x24e, -0x245, -0x275, -0x259, -0x254, -0x251, -0x252,
- -0x27e, -0x251, -0x23f, -0x25b, -0x24c, -0x254, -0x270, -0x274, -0x265, -0x267,
- -0x265, -0x274, -0x27f, -0x25c, -0x279, -0x282, -0x266, -0x281, -0x271, -0x264,
- -0x26e, -0x262, -0x262, -0x267, -0x270, -0x25e, -0x260, -0x276, -0x269, -0x273,
- -0x286, -0x282, -0x27d, -0x27d, -0x282, -0x292, -0x289, -0x25e, -0x263, -0x253,
- -0x22b, -0x24a, -0x26d, -0x27c, -0x263, -0x251, -0x269, -0x256, -0x25d, -0x263,
- -0x259, -0x26b, -0x267, -0x26e, -0x267, -0x267, -0x265, -0x24f, -0x277, -0x25e,
- -0x24d, -0x28e, -0x26b, -0x251, -0x25b, -0x256, -0x26f, -0x256, -0x245, -0x25c,
- -0x266, -0x26d, -0x266, -0x260, -0x25f, -0x265, -0x25d, -0x254, -0x26b, -0x257,
- -0x252, -0x27d, -0x270, -0x265, -0x274, -0x25a, -0x24d, -0x25b, -0x258, -0x255,
- -0x256, -0x25c, -0x260, -0x247, -0x24b, -0x25a, -0x24e, -0x250, -0x23b, -0x234,
- -0x254, -0x242, -0x22b, -0x241, -0x247, -0x231, -0x22a, -0x223, -0x20c, -0x212,
- -0x219, -0x209, -0x203, -0x203, -0x200, -0x205, -0x217, -0x212, -0x205, -0x20c,
- -0x1ec, -0x1ef, -0x20d, -0x1f2, -0x1ee, -0x1f3, -0x1eb, -0x1e4, -0x1ca, -0x1c6,
- -0x1b7, -0x1b2, -0x1d4, -0x1d9, -0x1b7, -0x199, -0x1b7, -0x1c7, -0x1a5, -0x199,
- -0x18d, -0x1a7, -0x1c0, -0x1a9, -0x1b6, -0x1a7, -0x17f, -0x18c, -0x186, -0x172,
- -0x173, -0x178, -0x192, -0x190, -0x16d, -0x174, -0x17f, -0x179, -0x173, -0x15b,
- -0x167, -0x17b, -0x16b, -0x169, -0x15c, -0x160, -0x16c, -0x156, -0x159, -0x151,
- -0x13f, -0x147, -0x13f, -0x144, -0x133, -0x116, -0x12b, -0x134, -0x120, -0x118,
- -0x115, -0x110, -0x114, -0x125, -0x128, -0x11f, -0x112, -0xfb, -0xf1, -0xe9,
- -0xc2, -0xa7, -0xb3, -0xc3, -0xbf, -0x9f, -0x96, -0xa6, -0xa8, -0xb6,
- -0xa8, -0x8e, -0xa6, -0xb9, -0xb1, -0x9e, -0x96, -0x80, -0x69, -0x6a,
- -0x55, -0x5b, -0x67, -0x69, -0x7b, -0x5d, -0x67, -0x6a, -0x48, -0x66,
- -0x50, -0x37, -0x41, -0x42, -0x45, -0x1a, -0x23, -0x33, -0x27, -0x3a,
- -0x1b, -0xf, -0x4, 0x2, -0x12, 0x8, -0x11, 0x7, 0x29, 0x8,
+/* Final denoised results after 128 steps */
+int16_t denoisedInf2 [512] = {
+ -0x1a1, -0x19b, -0x1ad, -0x1b3, -0x1c1, -0x1d1, -0x1c2, -0x1b5,
+ -0x1bb, -0x1d0, -0x1d8, -0x1c7, -0x1d2, -0x1d6, -0x1bf, -0x1c6,
+ -0x1c4, -0x1b9, -0x1c1, -0x1ba, -0x1c9, -0x1e0, -0x1d2, -0x1d6,
+ -0x1e7, -0x1e8, -0x1ef, -0x1f2, -0x1eb, -0x1e2, -0x1f0, -0x209,
+ -0x205, -0x205, -0x20c, -0x1f9, -0x1df, -0x1de, -0x1fc, -0x20d,
+ -0x1f5, -0x1ed, -0x20f, -0x225, -0x21a, -0x20b, -0x209, -0x205,
+ -0x1fd, -0x1ef, -0x1ec, -0x1f5, -0x1e2, -0x1dc, -0x1ef, -0x1f5,
+ -0x20d, -0x21d, -0x211, -0x20b, -0x1f9, -0x202, -0x225, -0x219,
+ -0x20f, -0x213, -0x20d, -0x21f, -0x226, -0x210, -0x209, -0x21d,
+ -0x236, -0x238, -0x22b, -0x228, -0x23f, -0x245, -0x225, -0x22e,
+ -0x24b, -0x246, -0x246, -0x23b, -0x23c, -0x255, -0x243, -0x22a,
+ -0x231, -0x23e, -0x235, -0x209, -0x218, -0x24d, -0x242, -0x242,
+ -0x25c, -0x26b, -0x27b, -0x25a, -0x24a, -0x26d, -0x26d, -0x272,
+ -0x26f, -0x243, -0x253, -0x27b, -0x26c, -0x25a, -0x25b, -0x270,
+ -0x28a, -0x26d, -0x253, -0x269, -0x259, -0x24d, -0x270, -0x274,
+ -0x272, -0x27a, -0x26e, -0x27e, -0x279, -0x262, -0x285, -0x28d,
+ -0x27a, -0x289, -0x280, -0x27a, -0x282, -0x270, -0x265, -0x272,
+ -0x27b, -0x269, -0x263, -0x27a, -0x277, -0x275, -0x285, -0x27f,
+ -0x287, -0x28b, -0x288, -0x29d, -0x28d, -0x274, -0x275, -0x25e,
+ -0x249, -0x260, -0x281, -0x27c, -0x25f, -0x25f, -0x261, -0x254,
+ -0x25a, -0x264, -0x261, -0x260, -0x26e, -0x278, -0x279, -0x281,
+ -0x26c, -0x25d, -0x278, -0x264, -0x258, -0x281, -0x274, -0x25b,
+ -0x267, -0x266, -0x26c, -0x25e, -0x243, -0x258, -0x270, -0x272,
+ -0x270, -0x261, -0x261, -0x266, -0x251, -0x24d, -0x261, -0x254,
+ -0x254, -0x27c, -0x278, -0x26b, -0x279, -0x260, -0x250, -0x264,
+ -0x25b, -0x250, -0x252, -0x258, -0x25b, -0x242, -0x243, -0x251,
+ -0x241, -0x242, -0x23d, -0x241, -0x268, -0x254, -0x230, -0x23a,
+ -0x231, -0x226, -0x22c, -0x222, -0x211, -0x20f, -0x214, -0x203,
+ -0x1f1, -0x1f5, -0x1eb, -0x1f1, -0x207, -0x1fe, -0x200, -0x1ff,
+ -0x1e1, -0x1e9, -0x1fb, -0x1ea, -0x1e1, -0x1ec, -0x1e8, -0x1d3,
+ -0x1c7, -0x1bd, -0x1a7, -0x19d, -0x1b1, -0x1c0, -0x19e, -0x182,
+ -0x1a6, -0x1b8, -0x1a2, -0x18d, -0x17e, -0x194, -0x1a1, -0x188,
+ -0x18d, -0x181, -0x15e, -0x169, -0x166, -0x14e, -0x14b, -0x155,
+ -0x170, -0x16c, -0x151, -0x158, -0x15e, -0x15b, -0x14e, -0x138,
+ -0x13e, -0x144, -0x139, -0x134, -0x12c, -0x131, -0x137, -0x131,
+ -0x134, -0x12d, -0x122, -0x125, -0x126, -0x12b, -0x119, -0xfa,
+ -0x101, -0x105, -0xeb, -0xe2, -0xe6, -0xe4, -0xef, -0xff,
+ -0x102, -0xfd, -0xf1, -0xdc, -0xd8, -0xda, -0xbe, -0xa4,
+ -0xad, -0xb9, -0xad, -0x95, -0x8c, -0x90, -0x90, -0x9a,
+ -0x99, -0x80, -0x88, -0xa0, -0x95, -0x8c, -0x86, -0x72,
+ -0x6e, -0x6e, -0x66, -0x65, -0x61, -0x60, -0x5f, -0x52,
+ -0x50, -0x4c, -0x40, -0x51, -0x56, -0x37, -0x3a, -0x4d,
+ -0x3d, -0x2a, -0x24, -0x2a, -0x33, -0x2e, -0x27, -0x12,
+ -0x2, -0xf, -0x8, -0x7, -0x17, -0x1, 0x8, -0x6,
+ 0xc, 0xc, 0x3, 0x11, 0x18, 0x24, 0x22, 0x16,
+ 0x2b, 0x37, 0x32, 0x2e, 0x25, 0x39, 0x45, 0x34,
+ 0x47, 0x66, 0x5a, 0x40, 0x39, 0x48, 0x53, 0x4d,
+ 0x49, 0x44, 0x43, 0x4d, 0x4e, 0x4b, 0x55, 0x54,
+ 0x3f, 0x38, 0x4d, 0x60, 0x55, 0x48, 0x5b, 0x66,
+ 0x56, 0x55, 0x63, 0x6a, 0x63, 0x5e, 0x62, 0x61,
+ 0x62, 0x5c, 0x4f, 0x61, 0x79, 0x77, 0x69, 0x6a,
+ 0x84, 0x95, 0x95, 0x90, 0x8d, 0xb2, 0xbc, 0x8c,
+ 0x9e, 0xb2, 0x9c, 0xb8, 0xb4, 0x8f, 0xa8, 0xb2,
+ 0xa2, 0xa9, 0xb7, 0xcf, 0xd9, 0xd5, 0xd7, 0xdc,
+ 0xf1, 0xf5, 0xe6, 0xf9, 0x107, 0xf6, 0xf6, 0xfa,
+ 0xf6, 0x106, 0x116, 0x112, 0x106, 0x104, 0x10c, 0x102,
+ 0xef, 0xfd, 0x110, 0x107, 0xf6, 0xfa, 0x112, 0x119,
+ 0x10e, 0x115, 0x11e, 0x11d, 0x119, 0x11e, 0x12f, 0x12c,
+ 0x128, 0x135, 0x137, 0x136, 0x127, 0x11d, 0x13b, 0x143,
+ 0x142, 0x142, 0x137, 0x15c, 0x166, 0x145, 0x150, 0x156,
+ 0x15e, 0x167, 0x149, 0x157, 0x162, 0x14a, 0x159, 0x158,
+ 0x14d, 0x152, 0x13d, 0x142, 0x160, 0x166, 0x163, 0x16a,
+ 0x18a, 0x195, 0x17e, 0x184, 0x19d, 0x1a4, 0x193, 0x17e,
+ 0x188, 0x198, 0x193, 0x184, 0x194, 0x1ac, 0x196, 0x18c,
};
static int16_t* ofms[3] = {denoisedInf0, denoisedInf1, denoisedInf2};
diff --git a/tests/use_case/noise_reduction/RNNoiseProcessingTests.cpp b/tests/use_case/noise_reduction/RNNoiseProcessingTests.cpp
index 24dd550..e28a6da 100644
--- a/tests/use_case/noise_reduction/RNNoiseProcessingTests.cpp
+++ b/tests/use_case/noise_reduction/RNNoiseProcessingTests.cpp
@@ -19,7 +19,7 @@
#include <limits>
-/* Elements [0:480] from p232_113.wav cast as fp32. */
+/* Elements [0:512] from p232_113.wav cast as fp32. */
const std::vector<float> testWav0 = std::vector<float>{
-1058.0, -768.0, -737.0, -1141.0, -1015.0, -315.0, -205.0, -105.0, -150.0, 277.0,
424.0, 523.0, 431.0, 256.0, 441.0, 830.0, 413.0, 421.0, 1002.0, 1186.0,
@@ -68,15 +68,16 @@
-948.0, -1047.0, -1250.0, -1691.0, -2110.0, -2790.0, -2818.0, -2589.0, -2415.0, -2710.0,
-2744.0, -2767.0, -2506.0, -2285.0, -2361.0, -2103.0, -2336.0, -2341.0, -2687.0, -2667.0,
-2925.0, -2761.0, -2816.0, -2644.0, -2456.0, -2186.0, -2092.0, -2498.0, -2773.0, -2554.0,
- -2218.0, -2626.0, -2996.0, -3119.0, -2574.0, -2582.0, -3009.0, -2876.0, -2747.0, -2999.0
-};
-
-/* Elements [480:960] from p232_113.wav cast as fp32. */
-const std::vector<float> testWav1 = std::vector<float>{
+ -2218.0, -2626.0, -2996.0, -3119.0, -2574.0, -2582.0, -3009.0, -2876.0, -2747.0, -2999.0,
-2918.0, -2418.0, -2452.0, -2172.0, -2261.0, -2337.0, -2399.0, -2209.0, -2269.0, -2509.0,
-2721.0, -2884.0, -2891.0, -3440.0, -3757.0, -4338.0, -4304.0, -4587.0, -4714.0, -5686.0,
-5699.0, -5447.0, -5008.0, -5052.0, -5135.0, -4807.0, -4515.0, -3850.0, -3804.0, -3813.0,
- -3451.0, -3527.0, -3764.0, -3627.0, -3527.0, -3737.0, -4043.0, -4394.0, -4672.0, -4561.0,
+ -3451.0, -3527.0
+};
+
+/* Elements [512:1024] from p232_113.wav cast as fp32. */
+const std::vector<float> testWav1 = std::vector<float>{
+ -3764.0, -3627.0, -3527.0, -3737.0, -4043.0, -4394.0, -4672.0, -4561.0,
-4718.0, -4737.0, -5018.0, -5187.0, -5043.0, -4734.0, -4841.0, -5363.0, -5870.0, -5697.0,
-5731.0, -6081.0, -6557.0, -6306.0, -6422.0, -5990.0, -5738.0, -5559.0, -5880.0, -6093.0,
-6718.0, -6853.0, -6966.0, -6907.0, -6887.0, -7046.0, -6902.0, -6927.0, -6754.0, -6891.0,
@@ -120,94 +121,88 @@
1507.0, 829.0, 296.0, 519.0, 716.0, 961.0, 175.0, -494.0, -501.0, -628.0,
-658.0, -700.0, -989.0, -1342.0, -1298.0, -1347.0, -1223.0, -1388.0, -1308.0, -1184.0,
-468.0, -2.0, -444.0, -388.0, -80.0, 361.0, 700.0, 120.0, 101.0, 464.0,
- 654.0, 40.0, -586.0, -607.0, -730.0, -705.0, -844.0, -692.0, -1032.0, -1216.0
+ 654.0, 40.0, -586.0, -607.0, -730.0, -705.0, -844.0, -692.0, -1032.0, -1216.0,
+ -1511.0, -1479.0, -1641.0, -2133.0, -2027.0, -1997.0, -1868.0, -1778.0, -1920.0, -2122.0,
+ -2293.0, -2552.0, -2771.0, -3030.0, -2462.0, -2665.0, -2866.0, -3601.0, -3459.0, -3388.0,
+ -3216.0, -3834.0, -4424.0, -4587.0, -4396.0, -3942.0, -3761.0, -3631.0, -3528.0, -4064.0,
+ -4095.0, -4370.0, -4297.0, -4932.0, -4613.0, -4339.0, -4483.0, -4407.0, -4203.0, -4240.0,
+ -4196.0, -3745.0, -3501.0, -3514.0, -3461.0, -3578.0, -3588.0, -3747.0, -3706.0, -3171.0,
+ -2746.0, -2936.0, -2737.0, -2976.0, -2324.0, -1975.0, -2117.0, -2743.0, -2242.0, -1549.0,
+ -1485.0, -2059.0, -2376.0, -1977.0
};
-/* Golden RNNoise pre-processing output for [0:480] p232_113.wav */
+/* Golden RNNoise pre-processing output for [0:512] p232_113.wav */
const std::vector<float> RNNoisePreProcessGolden0 {
- 4.597353, -0.908727, 1.067204, -0.034760, -0.084974,
- -0.361086, -1.494876, -0.173461, -0.671268, 0.245229,
- 0.371219, 0.159632, 0.230595, 0.245066, 0.148395,
- -0.660396, -0.157954, 0.136425, 0.062801, -0.049542,
- 0.179730, 0.178653, 4.597353, -0.908727, 1.067204,
- -0.034760, -0.084974, -0.361086, 4.597353, -0.908727,
- 1.067204, -0.034760, -0.084974, -0.361086, -1.437083,
- -0.722769, -0.232802, -0.178104, -0.431379, -0.591088,
- -0.930000, 1.257937
+ 4.75129105, -0.87399225, 0.94622732, -0.04182188, 0.05464971, -0.52353621,
+ -1.40791412, -0.05604708, -0.56039004, 0.48334449, 0.33882704, 0.29808432,
+ 0.18402454, 0.05289553, -0.13116701, -0.47689547, 0.19254394, -0.01638567,
+ 0.06637303, 0.07179865, 0.26687299, 0.11071566, 4.75129105, -0.87399225,
+ 0.94622732, -0.04182188, 0.05464971, -0.52353621, 4.75129105, -0.87399225,
+ 0.94622732, -0.04182188, 0.05464971, -0.52353621, -1.00467825, -1.2105895,
+ -0.12928345, -0.18741458, -0.45585857, -0.4011966, -0.91, 1.35764497
};
-/* Golden RNNoise pre-processing output for [480:960] p232_113.wav */
+/* Golden RNNoise pre-processing output for [512:1024] p232_113.wav */
const std::vector<float> RNNoisePreProcessGolden1 {
- 11.031052, -1.249548, 2.498929, 0.492149, 0.364215,
- 0.138582, -0.846219, 0.279253, -0.526596, 0.610061,
- 0.820483, 0.293216, -0.047377, -0.178503, 0.229638,
- -0.516174, 0.149612, 0.100330, 0.010542, 0.028561,
- -0.037554, -0.094355, 6.433699, -0.340821, 1.431725,
- 0.526909, 0.449189, 0.499668, -2.761007, 1.476633,
- -0.702682, 0.596430, 0.619138, 1.221840, -0.739308,
- -0.490715, -0.085385, 0.035244, 0.104252, -0.192160,
- -0.810000, -0.430191
+ 11.26880569, -1.26922285, 2.28843852, 0.45148339, 0.53617535, -0.16797574,
+ -0.90503742, 0.35760545, -0.50392295, 0.97835271, 0.60372606, 0.18782702,
+ -0.15711423, -0.15144927, 0.00090368, -0.48593647, 0.32602252, 0.00773871,
+ 0.08888109, 0.05869409, 0.00409013, -0.09099827, 6.51751463, -0.3952306,
+ 1.34221119, 0.49330527, 0.48152563, 0.35556047, -2.98506748, 1.3527539,
+ -0.55024345, 0.57694904, 0.3722262, 1.4026329, -0.70134894, -0.60284336,
+ -0.12922247, 0.143284, 0.23019133, -0.33742403, -0.81, -0.64850574
};
const std::vector<float> RNNoisePostProcessDenoiseGolden0 {
- 0,
- 0, 0, 0, 0, 0, 0, 0, 0, 0, 0,
- 0, 0, 0, 0, 0, 0, 0, 0, 0, 0,
- 0, 0, 0, 0, 0, 0, 0, 0, 0, 0,
- 0, 0, 0, 0, 0, 0, 0, 0, 0, 0,
- 0, 0, 0, 0, 0, 0, 0, 0, 0, 0,
- 0, 0, 0, 0, 0, 0, 0, 0, 0, 0,
- 0, 0, 0, 0, 0, 0, 0, 0, 0, 0,
- -1, 0, 0, 0, 0, -1, 0, -1, 0, 0,
- -1, 0, -1, -1, -1, -1, -1, -1, 0, -1,
- -1, 0, 0, 0, 0, 0, 0, 0, 0, 0,
- 0, 0, 0, 0, 0, 1, 1, 1, 1, 1,
- 2, 2, 2, 2, 3, 3, 3, 3, 3, 4,
- 4, 4, 4, 4, 4, 4, 4, 5, 4, 5,
- 5, 5, 5, 5, 5, 4, 5, 4, 4, 4,
- 4, 4, 3, 4, 3, 3, 3, 2, 3, 2,
- 2, 2, 1, 1, 1, 1, 1, 0, 0, 0,
- 0, 0, 0, 0, 0, 0, 0, 0, 0, -1,
- 0, -1, 0, -1, -1, -1, -1, -1, -2, -1,
- -1, -2, -1, -2, -1, -2, -2, -1, -2, -1,
- -2, -1, -1, -1, 0, -1, 0, -1, 0, 0,
- -1, 0, 0, 0, 0, 0, 0, 0, 0, 0,
- 0, 1, 0, 1, 0, 1, 1, 1, 2, 1,
- 2, 2, 2, 3, 2, 3, 2, 3, 3, 3,
- 4, 3, 4, 3, 3, 4, 3, 5, 4, 4,
- 4, 4, 5, 4, 5, 4, 4, 5, 4, 5,
- 4, 4, 4, 3, 4, 3, 4, 3, 2, 3,
- 1, 2, 0, 0, 0, 0, 0, -1, 0, -1,
- -2, -1, -3, -1, -3, -2, -2, -3, -2, -3,
- -2, -3, -3, -2, -4, -2, -3, -3, -3, -4,
- -3, -4, -3, -4, -5, -4, -6, -4, -6, -6,
- -5, -7, -5, -7, -6, -6, -7, -6, -8, -6,
- -7, -7, -6, -8, -6, -8, -6, -7, -8, -6,
- -9, -7, -8, -8, -7, -9, -7, -9, -8, -8,
- -8, -6, -8, -5, -6, -5, -3, -3, 0, -1,
- 1, 2, 3, 7, 6, 10, 11, 13, 16, 15,
- 20, 19, 23, 24, 25, 28, 27, 31, 31, 32,
- 34, 32, 35, 33, 35, 35, 34, 36, 33, 35,
- 33, 32, 33, 30, 31, 28, 28, 27, 24, 25,
- 20, 21, 18, 16, 15, 11, 12, 8, 8, 7,
- 4, 6, 1, 3, 1, 0, 2, 0, 2, 0,
- 0, 1, 0, 3, 0, 3, 1, 1, 4, 0,
- 4, 1, 3, 3, 1, 4, 0, 3, 1, 0,
- 2, -1, 1, -1, -1, 0, -3, 0, -3, 0,
- -1, -1, 2, 0, 5, 4, 7, 11, 11, 18,
- 15, 21, 23, 24, 31, 29, 38, 37, 42, 46,
- 45, 54, 51, 59, 60, 61, 68, 62, 70, 66,
- 68, 73, 69, 79, 73, 79, 76, 70, 75, 61,
- 71, 64, 74, 85, 70, 86, 51, 92, 73
+ 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0,
+ 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0,
+ 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0,
+ 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0,
+ 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0,
+ 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0,
+ 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0,
+ 0, 0, 0, 0, 0, -1, -1, -1, -1, -1, -1, -1, -1,
+ -1, -1, -1, -1, -1, -1, -1, -1, -1, 0, 0, 0, 0,
+ 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0,
+ 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0,
+ -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1,
+ -2, -2, -2, -2, -2, -2, -2, -2, -2, -2, -2, -2, -2,
+ -2, -2, -2, -2, -2, -2, -1, -1, -1, -1, -1, -1, -1,
+ -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1,
+ -1, -1, -1, 0, -1, 0, 0, -1, 0, -1, -1, -1, -1,
+ -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1,
+ -1, -1, -1, -1, -1, -1, -1, -1, -1, -2, -1, -2, -2,
+ -1, -1, -1, -1, -1, 0, 0, 0, 1, 1, 1, 1, 2,
+ 2, 2, 2, 2, 2, 3, 2, 3, 3, 3, 3, 3, 3,
+ 3, 2, 3, 2, 2, 2, 1, 1, 1, 0, 0, 0, 0,
+ -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -2, -1,
+ -2, -2, -2, -2, -2, -2, -2, -2, -3, -2, -3, -3, -2,
+ -3, -2, -2, -3, -2, -2, -2, -2, -2, -2, -2, -2, -2,
+ -3, -2, -2, -2, -2, -2, -1, -1, -1, -1, -1, 0, 0,
+ -1, 0, -1, -1, -1, -2, -1, -2, -3, -2, -4, -3, -4,
+ -5, -4, -6, -5, -5, -6, -5, -6, -6, -6, -7, -6, -7,
+ -7, -7, -8, -7, -7, -8, -7, -8, -7, -7, -8, -6, -7,
+ -6, -6, -7, -5, -6, -5, -4, -5, -3, -3, -3, -1, -2,
+ 0, -1, -1, 1, 0, 1, 2, 1, 3, 1, 2, 2, 1,
+ 2, 0, 0, 0, -2, -1, -3, -4, -4, -6, -6, -8, -9,
+ -9, -12, -12, -12, -15, -14, -16, -16, -16, -18, -16, -18, -18,
+ -17, -19, -17, -17, -18, -15, -17, -15, -14, -15, -12, -13, -11,
+ -9, -10, -7, -8, -7, -5, -7, -4, -5, -6, -4, -8, -6,
+ -7, -8, -6, -9, -7, -7, -9, -6, -10, -9, -8, -12, -9,
+ -12, -13, -12, -17, -14, -17, -18, -15, -20, -17, -17, -20, -15,
+ -20, -17, -16, -20, -15, -19, -17, -15, -20, -13, -16, -15, -9,
+ -13, -5, -6, -6, 1, -5, 2, 1, -3, 6, -2, 1, 2,
+ -5, 6, -2, 4, 15, 8, 27, 19, 21, 33, 14, 29, 11,
+ 12, 40, -12, 53, 35
};
-std::vector<float> RNNoiseModelOutputGolden0{0.157920, 0.392021, 0.368438, 0.258663, 0.202650,
- 0.256764, 0.185472, 0.149062, 0.147317, 0.142133,
- 0.148236, 0.173523, 0.197672, 0.200920, 0.198408,
- 0.147500, 0.140215, 0.166651, 0.250242, 0.256278,
- 0.252104, 0.241938};
+std::vector<float> RNNoiseModelOutputGolden0{0.3046875, 0.17578125, 0.1484375, 0.12890625, 0.12109375,
+ 0.15625, 0.17578125, 0.203125, 0.17578125, 0.16796875,
+ 0.18359375, 0.22265625, 0.23046875, 0.2421875, 0.23046875,
+ 0.23046875, 0.25, 0.2734375, 0.29296875, 0.3046875,
+ 0.33984375, 0.35546875};
TEST_CASE("RNNoise preprocessing calculation test", "[RNNoise]")
{