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+/*
+ * 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.
+ */
+
+#ifndef MODULES_AUDIO_PROCESSING_AGC2_RNN_VAD_SPECTRAL_FEATURES_H_
+#define MODULES_AUDIO_PROCESSING_AGC2_RNN_VAD_SPECTRAL_FEATURES_H_
+
+#include <array>
+#include <cstddef>
+#include <memory>
+#include <vector>
+
+#include "api/array_view.h"
+#include "modules/audio_processing/agc2/rnn_vad/common.h"
+#include "modules/audio_processing/agc2/rnn_vad/ring_buffer.h"
+#include "modules/audio_processing/agc2/rnn_vad/spectral_features_internal.h"
+#include "modules/audio_processing/agc2/rnn_vad/symmetric_matrix_buffer.h"
+#include "modules/audio_processing/utility/pffft_wrapper.h"
+
+namespace webrtc {
+namespace rnn_vad {
+
+// Class to compute spectral features.
+class SpectralFeaturesExtractor {
+ public:
+ SpectralFeaturesExtractor();
+ SpectralFeaturesExtractor(const SpectralFeaturesExtractor&) = delete;
+ SpectralFeaturesExtractor& operator=(const SpectralFeaturesExtractor&) =
+ delete;
+ ~SpectralFeaturesExtractor();
+ // Resets the internal state of the feature extractor.
+ void Reset();
+ // Analyzes a pair of reference and lagged frames from the pitch buffer,
+ // detects silence and computes features. If silence is detected, the output
+ // is neither computed nor written.
+ bool CheckSilenceComputeFeatures(
+ rtc::ArrayView<const float, kFrameSize20ms24kHz> reference_frame,
+ rtc::ArrayView<const float, kFrameSize20ms24kHz> lagged_frame,
+ rtc::ArrayView<float, kNumBands - kNumLowerBands> higher_bands_cepstrum,
+ rtc::ArrayView<float, kNumLowerBands> average,
+ rtc::ArrayView<float, kNumLowerBands> first_derivative,
+ rtc::ArrayView<float, kNumLowerBands> second_derivative,
+ rtc::ArrayView<float, kNumLowerBands> bands_cross_corr,
+ float* variability);
+
+ private:
+ void ComputeAvgAndDerivatives(
+ rtc::ArrayView<float, kNumLowerBands> average,
+ rtc::ArrayView<float, kNumLowerBands> first_derivative,
+ rtc::ArrayView<float, kNumLowerBands> second_derivative) const;
+ void ComputeNormalizedCepstralCorrelation(
+ rtc::ArrayView<float, kNumLowerBands> bands_cross_corr);
+ float ComputeVariability() const;
+
+ const std::array<float, kFrameSize20ms24kHz / 2> half_window_;
+ Pffft fft_;
+ std::unique_ptr<Pffft::FloatBuffer> fft_buffer_;
+ std::unique_ptr<Pffft::FloatBuffer> reference_frame_fft_;
+ std::unique_ptr<Pffft::FloatBuffer> lagged_frame_fft_;
+ SpectralCorrelator spectral_correlator_;
+ std::array<float, kOpusBands24kHz> reference_frame_bands_energy_;
+ std::array<float, kOpusBands24kHz> lagged_frame_bands_energy_;
+ std::array<float, kOpusBands24kHz> bands_cross_corr_;
+ const std::array<float, kNumBands * kNumBands> dct_table_;
+ RingBuffer<float, kNumBands, kCepstralCoeffsHistorySize>
+ cepstral_coeffs_ring_buf_;
+ SymmetricMatrixBuffer<float, kCepstralCoeffsHistorySize> cepstral_diffs_buf_;
+};
+
+} // namespace rnn_vad
+} // namespace webrtc
+
+#endif // MODULES_AUDIO_PROCESSING_AGC2_RNN_VAD_SPECTRAL_FEATURES_H_