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| 1 // Copyright (c) 2010 The Chromium Authors. All rights reserved. | 1 // Copyright (c) 2010 The Chromium Authors. All rights reserved. |
| 2 // Use of this source code is governed by a BSD-style license that can be | 2 // Use of this source code is governed by a BSD-style license that can be |
| 3 // found in the LICENSE file. | 3 // found in the LICENSE file. |
| 4 // | 4 // |
| 5 // To know more about the algorithm used and the original code which this is | 5 // To know more about the algorithm used and the original code which this is |
| 6 // based of, see | 6 // based of, see |
| 7 // https://wiki.corp.google.com/twiki/bin/view/Main/ChromeGoogleCodeXRef | 7 // https://wiki.corp.google.com/twiki/bin/view/Main/ChromeGoogleCodeXRef |
| 8 | 8 |
| 9 #include "content/browser/speech/endpointer/energy_endpointer.h" | 9 #include "content/browser/speech/endpointer/energy_endpointer.h" |
| 10 | 10 |
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| 26 double sum = static_cast<double>(sum_int64); | 26 double sum = static_cast<double>(sum_int64); |
| 27 sum /= num_samples; | 27 sum /= num_samples; |
| 28 double ssq = static_cast<double>(ssq_int64); | 28 double ssq = static_cast<double>(ssq_int64); |
| 29 return static_cast<float>(sqrt((ssq / num_samples) - (sum * sum))); | 29 return static_cast<float>(sqrt((ssq / num_samples) - (sum * sum))); |
| 30 } | 30 } |
| 31 | 31 |
| 32 int64 Secs2Usecs(float seconds) { | 32 int64 Secs2Usecs(float seconds) { |
| 33 return static_cast<int64>(0.5 + (1.0e6 * seconds)); | 33 return static_cast<int64>(0.5 + (1.0e6 * seconds)); |
| 34 } | 34 } |
| 35 | 35 |
| 36 float GetDecibel(float value) { |
| 37 const float kVerySmallValue = 1.0e-100f; |
| 38 if (value < kVerySmallValue) |
| 39 value = kVerySmallValue; |
| 40 return 20 * log10(value); |
| 41 } |
| 42 |
| 36 } // namespace | 43 } // namespace |
| 37 | 44 |
| 38 namespace speech_input { | 45 namespace speech_input { |
| 39 | 46 |
| 40 // Stores threshold-crossing histories for making decisions about the speech | 47 // Stores threshold-crossing histories for making decisions about the speech |
| 41 // state. | 48 // state. |
| 42 class EnergyEndpointer::HistoryRing { | 49 class EnergyEndpointer::HistoryRing { |
| 43 public: | 50 public: |
| 44 HistoryRing() : insertion_index_(0) {} | 51 HistoryRing() : insertion_index_(0) {} |
| 45 | 52 |
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| 319 | 326 |
| 320 // Set a floor | 327 // Set a floor |
| 321 if (decision_threshold_ < params_.min_decision_threshold()) | 328 if (decision_threshold_ < params_.min_decision_threshold()) |
| 322 decision_threshold_ = params_.min_decision_threshold(); | 329 decision_threshold_ = params_.min_decision_threshold(); |
| 323 } | 330 } |
| 324 | 331 |
| 325 // Update speech and noise levels. | 332 // Update speech and noise levels. |
| 326 UpdateLevels(rms); | 333 UpdateLevels(rms); |
| 327 ++frame_counter_; | 334 ++frame_counter_; |
| 328 | 335 |
| 329 if (rms_out) { | 336 if (rms_out) |
| 330 *rms_out = -120.0; | 337 *rms_out = GetDecibel(rms); |
| 331 if ((noise_level_ > 0.0) && ((rms / noise_level_ ) > 0.000001)) | 338 } |
| 332 *rms_out = static_cast<float>(20.0 * log10(rms / noise_level_)); | 339 |
| 333 } | 340 float EnergyEndpointer::GetNoiseLevelDb() const { |
| 341 return GetDecibel(noise_level_); |
| 334 } | 342 } |
| 335 | 343 |
| 336 void EnergyEndpointer::UpdateLevels(float rms) { | 344 void EnergyEndpointer::UpdateLevels(float rms) { |
| 337 // Update quickly initially. We assume this is noise and that | 345 // Update quickly initially. We assume this is noise and that |
| 338 // speech is 6dB above the noise. | 346 // speech is 6dB above the noise. |
| 339 if (frame_counter_ < fast_update_frames_) { | 347 if (frame_counter_ < fast_update_frames_) { |
| 340 // Alpha increases from 0 to (k-1)/k where k is the number of time | 348 // Alpha increases from 0 to (k-1)/k where k is the number of time |
| 341 // steps in the initial adaptation period. | 349 // steps in the initial adaptation period. |
| 342 float alpha = static_cast<float>(frame_counter_) / | 350 float alpha = static_cast<float>(frame_counter_) / |
| 343 static_cast<float>(fast_update_frames_); | 351 static_cast<float>(fast_update_frames_); |
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| 360 decision_threshold_ = params_.min_decision_threshold(); | 368 decision_threshold_ = params_.min_decision_threshold(); |
| 361 } | 369 } |
| 362 } | 370 } |
| 363 | 371 |
| 364 EpStatus EnergyEndpointer::Status(int64* status_time) const { | 372 EpStatus EnergyEndpointer::Status(int64* status_time) const { |
| 365 *status_time = history_->EndTime(); | 373 *status_time = history_->EndTime(); |
| 366 return status_; | 374 return status_; |
| 367 } | 375 } |
| 368 | 376 |
| 369 } // namespace speech | 377 } // namespace speech |
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