File: features_extraction.h

package info (click to toggle)
chromium 138.0.7204.183-1
  • links: PTS, VCS
  • area: main
  • in suites: trixie
  • size: 6,071,908 kB
  • sloc: cpp: 34,937,088; ansic: 7,176,967; javascript: 4,110,704; python: 1,419,953; asm: 946,768; xml: 739,971; pascal: 187,324; sh: 89,623; perl: 88,663; objc: 79,944; sql: 50,304; cs: 41,786; fortran: 24,137; makefile: 21,806; php: 13,980; tcl: 13,166; yacc: 8,925; ruby: 7,485; awk: 3,720; lisp: 3,096; lex: 1,327; ada: 727; jsp: 228; sed: 36
file content (61 lines) | stat: -rw-r--r-- 2,457 bytes parent folder | download | duplicates (2)
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
/*
 *  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_FEATURES_EXTRACTION_H_
#define MODULES_AUDIO_PROCESSING_AGC2_RNN_VAD_FEATURES_EXTRACTION_H_

#include <vector>

#include "api/array_view.h"
#include "modules/audio_processing/agc2/biquad_filter.h"
#include "modules/audio_processing/agc2/rnn_vad/common.h"
#include "modules/audio_processing/agc2/rnn_vad/pitch_search.h"
#include "modules/audio_processing/agc2/rnn_vad/sequence_buffer.h"
#include "modules/audio_processing/agc2/rnn_vad/spectral_features.h"

namespace webrtc {
namespace rnn_vad {

// Feature extractor to feed the VAD RNN.
class FeaturesExtractor {
 public:
  explicit FeaturesExtractor(const AvailableCpuFeatures& cpu_features);
  FeaturesExtractor(const FeaturesExtractor&) = delete;
  FeaturesExtractor& operator=(const FeaturesExtractor&) = delete;
  ~FeaturesExtractor();
  void Reset();
  // Analyzes the samples, computes the feature vector and returns true if
  // silence is detected (false if not). When silence is detected,
  // `feature_vector` is partially written and therefore must not be used to
  // feed the VAD RNN.
  bool CheckSilenceComputeFeatures(
      ArrayView<const float, kFrameSize10ms24kHz> samples,
      ArrayView<float, kFeatureVectorSize> feature_vector);

 private:
  const bool use_high_pass_filter_;
  // TODO(bugs.webrtc.org/7494): Remove HPF depending on how AGC2 is used in APM
  // and on whether an HPF is already used as pre-processing step in APM.
  BiQuadFilter hpf_;
  SequenceBuffer<float, kBufSize24kHz, kFrameSize10ms24kHz, kFrameSize20ms24kHz>
      pitch_buf_24kHz_;
  ArrayView<const float, kBufSize24kHz> pitch_buf_24kHz_view_;
  std::vector<float> lp_residual_;
  ArrayView<float, kBufSize24kHz> lp_residual_view_;
  PitchEstimator pitch_estimator_;
  ArrayView<const float, kFrameSize20ms24kHz> reference_frame_view_;
  SpectralFeaturesExtractor spectral_features_extractor_;
  int pitch_period_48kHz_;
};

}  // namespace rnn_vad
}  // namespace webrtc

#endif  // MODULES_AUDIO_PROCESSING_AGC2_RNN_VAD_FEATURES_EXTRACTION_H_