/* * 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_PITCH_SEARCH_INTERNAL_H_ #define MODULES_AUDIO_PROCESSING_AGC2_RNN_VAD_PITCH_SEARCH_INTERNAL_H_ #include <stddef.h> #include <array> #include <utility> #include "api/array_view.h" #include "modules/audio_processing/agc2/cpu_features.h" #include "modules/audio_processing/agc2/rnn_vad/common.h" namespace webrtc { namespace rnn_vad { // Performs 2x decimation without any anti-aliasing filter. void Decimate2x(rtc::ArrayView<const float, kBufSize24kHz> src, rtc::ArrayView<float, kBufSize12kHz> dst); // Key concepts and keywords used below in this file. // // The pitch estimation relies on a pitch buffer, which is an array-like data // structured designed as follows: // // |....A....|.....B.....| // // The part on the left, named `A` contains the oldest samples, whereas `B` // contains the most recent ones. The size of `A` corresponds to the maximum // pitch period, that of `B` to the analysis frame size (e.g., 16 ms and 20 ms // respectively). // // Pitch estimation is essentially based on the analysis of two 20 ms frames // extracted from the pitch buffer. One frame, called `x`, is kept fixed and // corresponds to `B` - i.e., the most recent 20 ms. The other frame, called // `y`, is extracted from different parts of the buffer instead. // // The offset between `x` and `y` corresponds to a specific pitch period. // For instance, if `y` is positioned at the beginning of the pitch buffer, then // the cross-correlation between `x` and `y` can be used as an indication of the // strength for the maximum pitch. // // Such an offset can be encoded in two ways: // - As a lag, which is the index in the pitch buffer for the first item in `y` // - As an inverted lag, which is the number of samples from the beginning of // `x` and the end of `y` // // |---->| lag // |....A....|.....B.....| // |<--| inverted lag // |.....y.....| `y` 20 ms frame // // The inverted lag has the advantage of being directly proportional to the // corresponding pitch period. // Computes the sum of squared samples for every sliding frame `y` in the pitch // buffer. The indexes of `y_energy` are inverted lags. void ComputeSlidingFrameSquareEnergies24kHz( rtc::ArrayView<const float, kBufSize24kHz> pitch_buffer, rtc::ArrayView<float, kRefineNumLags24kHz> y_energy, AvailableCpuFeatures cpu_features); // Top-2 pitch period candidates. Unit: number of samples - i.e., inverted lags. struct CandidatePitchPeriods { … }; // Computes the candidate pitch periods at 12 kHz given a view on the 12 kHz // pitch buffer and the auto-correlation values (having inverted lags as // indexes). CandidatePitchPeriods ComputePitchPeriod12kHz( rtc::ArrayView<const float, kBufSize12kHz> pitch_buffer, rtc::ArrayView<const float, kNumLags12kHz> auto_correlation, AvailableCpuFeatures cpu_features); // Computes the pitch period at 48 kHz given a view on the 24 kHz pitch buffer, // the energies for the sliding frames `y` at 24 kHz and the pitch period // candidates at 24 kHz (encoded as inverted lag). int ComputePitchPeriod48kHz( rtc::ArrayView<const float, kBufSize24kHz> pitch_buffer, rtc::ArrayView<const float, kRefineNumLags24kHz> y_energy, CandidatePitchPeriods pitch_candidates_24kHz, AvailableCpuFeatures cpu_features); struct PitchInfo { … }; // Computes the pitch period at 48 kHz searching in an extended pitch range // given a view on the 24 kHz pitch buffer, the energies for the sliding frames // `y` at 24 kHz, the initial 48 kHz estimation (computed by // `ComputePitchPeriod48kHz()`) and the last estimated pitch. PitchInfo ComputeExtendedPitchPeriod48kHz( rtc::ArrayView<const float, kBufSize24kHz> pitch_buffer, rtc::ArrayView<const float, kRefineNumLags24kHz> y_energy, int initial_pitch_period_48kHz, PitchInfo last_pitch_48kHz, AvailableCpuFeatures cpu_features); } // namespace rnn_vad } // namespace webrtc #endif // MODULES_AUDIO_PROCESSING_AGC2_RNN_VAD_PITCH_SEARCH_INTERNAL_H_