modules/audio_processing/agc2/rnn_vad/spectral_features_internal_unittest.cc

/*
 *  Copyright (c) 2018 The WebRTC project authors. All Rights Reserved.
 *
 *  Use of this source code is governed by a BSD-style license
 *  that can be found in the LICENSE file in the root of the source
 *  tree. An additional intellectual property rights grant can be found
 *  in the file PATENTS.  All contributing project authors may
 *  be found in the AUTHORS file in the root of the source tree.
 */

#include "modules/audio_processing/agc2/rnn_vad/spectral_features_internal.h"

#include "modules/audio_processing/agc2/rnn_vad/test_utils.h"
// TODO(bugs.webrtc.org/8948): Add when the issue is fixed.
// #include "test/fpe_observer.h"
#include "test/gtest.h"

namespace webrtc {
namespace rnn_vad {
namespace test {
namespace {

constexpr size_t kSampleRate48kHz = 48000;
constexpr size_t kFrameSize20ms48kHz = 2 * kSampleRate48kHz / 100;
constexpr size_t kFftNumCoeffs20ms48kHz = kFrameSize20ms48kHz / 2 + 1;

}  // namespace

// TODO(bugs.webrtc.org/9076): Remove this test before closing the issue.
// Check that when using precomputed FFT coefficients for frames at 48 kHz, the
// output of ComputeBandEnergies() is bit exact.
TEST(RnnVadTest, ComputeBandEnergies48kHzBitExactness) {
  // Initialize input data reader and buffers.
  auto fft_coeffs_reader = CreateFftCoeffsReader();
  const size_t num_frames = fft_coeffs_reader.second;
  ASSERT_EQ(
      kFftNumCoeffs20ms48kHz,
      rtc::CheckedDivExact(fft_coeffs_reader.first->data_length(), num_frames) /
          2);
  std::array<float, kFftNumCoeffs20ms48kHz> fft_coeffs_real;
  std::array<float, kFftNumCoeffs20ms48kHz> fft_coeffs_imag;
  std::array<std::complex<float>, kFftNumCoeffs20ms48kHz> fft_coeffs;
  // Init expected output reader and buffer.
  auto band_energies_reader = CreateBandEnergyCoeffsReader();
  ASSERT_EQ(num_frames, band_energies_reader.second);
  std::array<float, kNumBands> expected_band_energies;
  // Init band energies coefficients computation.
  const auto band_boundary_indexes =
      ComputeBandBoundaryIndexes(kSampleRate48kHz, kFrameSize20ms48kHz);
  std::array<float, kNumBands> computed_band_energies;

  // Check output for every frame.
  {
    // TODO(bugs.webrtc.org/8948): Add when the issue is fixed.
    // FloatingPointExceptionObserver fpe_observer;
    for (size_t i = 0; i < num_frames; ++i) {
      SCOPED_TRACE(i);
      // Read input.
      fft_coeffs_reader.first->ReadChunk(fft_coeffs_real);
      fft_coeffs_reader.first->ReadChunk(fft_coeffs_imag);
      for (size_t i = 0; i < kFftNumCoeffs20ms48kHz; ++i) {
        fft_coeffs[i].real(fft_coeffs_real[i]);
        fft_coeffs[i].imag(fft_coeffs_imag[i]);
      }
      band_energies_reader.first->ReadChunk(expected_band_energies);
      // Compute band energy coefficients and check output.
      ComputeBandEnergies(fft_coeffs, band_boundary_indexes,
                          computed_band_energies);
      ExpectEqualFloatArray(expected_band_energies, computed_band_energies);
    }
  }
}

TEST(RnnVadTest, ComputeLogBandEnergiesCoefficientsBitExactness) {
  constexpr std::array<float, kNumBands> input = {
      {86.060539245605f, 275.668334960938f, 43.406528472900f, 6.541896820068f,
       17.964015960693f, 8.090919494629f,   1.261920094490f,  1.212702631950f,
       1.619154453278f,  0.508935272694f,   0.346316039562f,  0.237035423517f,
       0.172424271703f,  0.271657168865f,   0.126088857651f,  0.139967113733f,
       0.207200810313f,  0.155893072486f,   0.091090843081f,  0.033391401172f,
       0.013879744336f,  0.011973354965f}};
  constexpr std::array<float, kNumBands> expected_output = {
      {1.934854507446f,  2.440402746201f,  1.637655138969f,  0.816367030144f,
       1.254645109177f,  0.908534288406f,  0.104459829628f,  0.087320849299f,
       0.211962252855f,  -0.284886807203f, -0.448164641857f, -0.607240796089f,
       -0.738917350769f, -0.550279200077f, -0.866177439690f, -0.824003994465f,
       -0.663138568401f, -0.780171751976f, -0.995288193226f, -1.362596273422f,
       -1.621970295906f, -1.658103585243f}};
  std::array<float, kNumBands> computed_output;
  {
    // TODO(bugs.webrtc.org/8948): Add when the issue is fixed.
    // FloatingPointExceptionObserver fpe_observer;
    ComputeLogBandEnergiesCoefficients(input, computed_output);
    ExpectNearAbsolute(expected_output, computed_output, 1e-5f);
  }
}

TEST(RnnVadTest, ComputeDctBitExactness) {
  constexpr std::array<float, kNumBands> input = {
      {0.232155621052f,  0.678957760334f, 0.220818966627f,  -0.077363930643f,
       -0.559227049351f, 0.432545185089f, 0.353900641203f,  0.398993015289f,
       0.409774333239f,  0.454977899790f, 0.300520688295f,  -0.010286616161f,
       0.272525429726f,  0.098067551851f, 0.083649002016f,  0.046226885170f,
       -0.033228103071f, 0.144773483276f, -0.117661058903f, -0.005628800020f,
       -0.009547689930f, -0.045382082462f}};
  constexpr std::array<float, kNumBands> expected_output = {
      {0.697072803974f,  0.442710995674f,  -0.293156713247f, -0.060711503029f,
       0.292050391436f,  0.489301353693f,  0.402255415916f,  0.134404733777f,
       -0.086305990815f, -0.199605688453f, -0.234511867166f, -0.413774639368f,
       -0.388507157564f, -0.032798115164f, 0.044605545700f,  0.112466648221f,
       -0.050096966326f, 0.045971218497f,  -0.029815061018f, -0.410366982222f,
       -0.209233760834f, -0.128037497401f}};
  auto dct_table = ComputeDctTable();
  std::array<float, kNumBands> computed_output;
  {
    // TODO(bugs.webrtc.org/8948): Add when the issue is fixed.
    // FloatingPointExceptionObserver fpe_observer;
    ComputeDct(input, dct_table, computed_output);
    ExpectNearAbsolute(expected_output, computed_output, 1e-5f);
  }
}

}  // namespace test
}  // namespace rnn_vad
}  // namespace webrtc