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author | Moonchild <moonchild@palemoon.org> | 2020-05-20 10:19:04 +0000 |
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committer | Moonchild <moonchild@palemoon.org> | 2020-05-20 14:04:17 +0000 |
commit | 99c2e698d2a3c56649e42d8d2133706cd8c9501e (patch) | |
tree | 85be449d772eb57860f0f386efb4bc1e790fd498 /dom/media/webspeech/recognition/energy_endpointer.cc | |
parent | 15ac4021b06d549e47c9e2efc9364a9eb96bfe82 (diff) | |
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Issue #1538 - remove speech recognition engine
This removes speech recognition, pocketsphinx, training models
and the speech automated test interface.
This also re-establishes proper use of MOZ_WEBSPEECH to work
for the speech API (synthesis part only) that was a broken mess
before, with some synth parts being always built, some parts
being built only with it enabled and recognition parts being
dependent on it. I'm pretty sure it'd be totally busted if you'd
ever have tried building without MOZ_WEBPEECH before.
Tested that synthesis still works as-intended.
This resolves #1538
Diffstat (limited to 'dom/media/webspeech/recognition/energy_endpointer.cc')
-rw-r--r-- | dom/media/webspeech/recognition/energy_endpointer.cc | 393 |
1 files changed, 0 insertions, 393 deletions
diff --git a/dom/media/webspeech/recognition/energy_endpointer.cc b/dom/media/webspeech/recognition/energy_endpointer.cc deleted file mode 100644 index 9b1a81589..000000000 --- a/dom/media/webspeech/recognition/energy_endpointer.cc +++ /dev/null @@ -1,393 +0,0 @@ -// Copyright (c) 2013 The Chromium Authors. All rights reserved. -// -// Redistribution and use in source and binary forms, with or without -// modification, are permitted provided that the following conditions are -// met: -// -// * Redistributions of source code must retain the above copyright -// notice, this list of conditions and the following disclaimer. -// * Redistributions in binary form must reproduce the above -// copyright notice, this list of conditions and the following disclaimer -// in the documentation and/or other materials provided with the -// distribution. -// * Neither the name of Google Inc. nor the names of its -// contributors may be used to endorse or promote products derived from -// this software without specific prior written permission. -// -// THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS -// "AS IS" AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT -// LIMITED TO, THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR -// A PARTICULAR PURPOSE ARE DISCLAIMED. IN NO EVENT SHALL THE COPYRIGHT -// OWNER OR CONTRIBUTORS BE LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, -// SPECIAL, EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT -// LIMITED TO, PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, -// DATA, OR PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON ANY -// THEORY OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT -// (INCLUDING NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE -// OF THIS SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE. - -#include "energy_endpointer.h" - -#include <math.h> - -namespace { - -// Returns the RMS (quadratic mean) of the input signal. -float RMS(const int16_t* samples, int num_samples) { - int64_t ssq_int64_t = 0; - int64_t sum_int64_t = 0; - for (int i = 0; i < num_samples; ++i) { - sum_int64_t += samples[i]; - ssq_int64_t += samples[i] * samples[i]; - } - // now convert to floats. - double sum = static_cast<double>(sum_int64_t); - sum /= num_samples; - double ssq = static_cast<double>(ssq_int64_t); - return static_cast<float>(sqrt((ssq / num_samples) - (sum * sum))); -} - -int64_t Secs2Usecs(float seconds) { - return static_cast<int64_t>(0.5 + (1.0e6 * seconds)); -} - -float GetDecibel(float value) { - if (value > 1.0e-100) - return 20 * log10(value); - return -2000.0; -} - -} // namespace - -namespace mozilla { - -// Stores threshold-crossing histories for making decisions about the speech -// state. -class EnergyEndpointer::HistoryRing { - public: - HistoryRing() : insertion_index_(0) {} - - // Resets the ring to |size| elements each with state |initial_state| - void SetRing(int size, bool initial_state); - - // Inserts a new entry into the ring and drops the oldest entry. - void Insert(int64_t time_us, bool decision); - - // Returns the time in microseconds of the most recently added entry. - int64_t EndTime() const; - - // Returns the sum of all intervals during which 'decision' is true within - // the time in seconds specified by 'duration'. The returned interval is - // in seconds. - float RingSum(float duration_sec); - - private: - struct DecisionPoint { - int64_t time_us; - bool decision; - }; - - std::vector<DecisionPoint> decision_points_; - int insertion_index_; // Index at which the next item gets added/inserted. - - HistoryRing(const HistoryRing&); - void operator=(const HistoryRing&); -}; - -void EnergyEndpointer::HistoryRing::SetRing(int size, bool initial_state) { - insertion_index_ = 0; - decision_points_.clear(); - DecisionPoint init = { -1, initial_state }; - decision_points_.resize(size, init); -} - -void EnergyEndpointer::HistoryRing::Insert(int64_t time_us, bool decision) { - decision_points_[insertion_index_].time_us = time_us; - decision_points_[insertion_index_].decision = decision; - insertion_index_ = (insertion_index_ + 1) % decision_points_.size(); -} - -int64_t EnergyEndpointer::HistoryRing::EndTime() const { - int ind = insertion_index_ - 1; - if (ind < 0) - ind = decision_points_.size() - 1; - return decision_points_[ind].time_us; -} - -float EnergyEndpointer::HistoryRing::RingSum(float duration_sec) { - if (!decision_points_.size()) - return 0.0; - - int64_t sum_us = 0; - int ind = insertion_index_ - 1; - if (ind < 0) - ind = decision_points_.size() - 1; - int64_t end_us = decision_points_[ind].time_us; - bool is_on = decision_points_[ind].decision; - int64_t start_us = end_us - static_cast<int64_t>(0.5 + (1.0e6 * duration_sec)); - if (start_us < 0) - start_us = 0; - size_t n_summed = 1; // n points ==> (n-1) intervals - while ((decision_points_[ind].time_us > start_us) && - (n_summed < decision_points_.size())) { - --ind; - if (ind < 0) - ind = decision_points_.size() - 1; - if (is_on) - sum_us += end_us - decision_points_[ind].time_us; - is_on = decision_points_[ind].decision; - end_us = decision_points_[ind].time_us; - n_summed++; - } - - return 1.0e-6f * sum_us; // Returns total time that was super threshold. -} - -EnergyEndpointer::EnergyEndpointer() - : status_(EP_PRE_SPEECH), - offset_confirm_dur_sec_(0), - endpointer_time_us_(0), - fast_update_frames_(0), - frame_counter_(0), - max_window_dur_(4.0), - sample_rate_(0), - history_(new HistoryRing()), - decision_threshold_(0), - estimating_environment_(false), - noise_level_(0), - rms_adapt_(0), - start_lag_(0), - end_lag_(0), - user_input_start_time_us_(0) { -} - -EnergyEndpointer::~EnergyEndpointer() { -} - -int EnergyEndpointer::TimeToFrame(float time) const { - return static_cast<int32_t>(0.5 + (time / params_.frame_period())); -} - -void EnergyEndpointer::Restart(bool reset_threshold) { - status_ = EP_PRE_SPEECH; - user_input_start_time_us_ = 0; - - if (reset_threshold) { - decision_threshold_ = params_.decision_threshold(); - rms_adapt_ = decision_threshold_; - noise_level_ = params_.decision_threshold() / 2.0f; - frame_counter_ = 0; // Used for rapid initial update of levels. - } - - // Set up the memories to hold the history windows. - history_->SetRing(TimeToFrame(max_window_dur_), false); - - // Flag that indicates that current input should be used for - // estimating the environment. The user has not yet started input - // by e.g. pressed the push-to-talk button. By default, this is - // false for backward compatibility. - estimating_environment_ = false; -} - -void EnergyEndpointer::Init(const EnergyEndpointerParams& params) { - params_ = params; - - // Find the longest history interval to be used, and make the ring - // large enough to accommodate that number of frames. NOTE: This - // depends upon ep_frame_period being set correctly in the factory - // that did this instantiation. - max_window_dur_ = params_.onset_window(); - if (params_.speech_on_window() > max_window_dur_) - max_window_dur_ = params_.speech_on_window(); - if (params_.offset_window() > max_window_dur_) - max_window_dur_ = params_.offset_window(); - Restart(true); - - offset_confirm_dur_sec_ = params_.offset_window() - - params_.offset_confirm_dur(); - if (offset_confirm_dur_sec_ < 0.0) - offset_confirm_dur_sec_ = 0.0; - - user_input_start_time_us_ = 0; - - // Flag that indicates that current input should be used for - // estimating the environment. The user has not yet started input - // by e.g. pressed the push-to-talk button. By default, this is - // false for backward compatibility. - estimating_environment_ = false; - // The initial value of the noise and speech levels is inconsequential. - // The level of the first frame will overwrite these values. - noise_level_ = params_.decision_threshold() / 2.0f; - fast_update_frames_ = - static_cast<int64_t>(params_.fast_update_dur() / params_.frame_period()); - - frame_counter_ = 0; // Used for rapid initial update of levels. - - sample_rate_ = params_.sample_rate(); - start_lag_ = static_cast<int>(sample_rate_ / - params_.max_fundamental_frequency()); - end_lag_ = static_cast<int>(sample_rate_ / - params_.min_fundamental_frequency()); -} - -void EnergyEndpointer::StartSession() { - Restart(true); -} - -void EnergyEndpointer::EndSession() { - status_ = EP_POST_SPEECH; -} - -void EnergyEndpointer::SetEnvironmentEstimationMode() { - Restart(true); - estimating_environment_ = true; -} - -void EnergyEndpointer::SetUserInputMode() { - estimating_environment_ = false; - user_input_start_time_us_ = endpointer_time_us_; -} - -void EnergyEndpointer::ProcessAudioFrame(int64_t time_us, - const int16_t* samples, - int num_samples, - float* rms_out) { - endpointer_time_us_ = time_us; - float rms = RMS(samples, num_samples); - - // Check that this is user input audio vs. pre-input adaptation audio. - // Input audio starts when the user indicates start of input, by e.g. - // pressing push-to-talk. Audio recieved prior to that is used to update - // noise and speech level estimates. - if (!estimating_environment_) { - bool decision = false; - if ((endpointer_time_us_ - user_input_start_time_us_) < - Secs2Usecs(params_.contamination_rejection_period())) { - decision = false; - //PR_LOG(GetSpeechRecognitionLog(), PR_LOG_DEBUG, ("decision: forced to false, time: %d", endpointer_time_us_)); - } else { - decision = (rms > decision_threshold_); - } - - history_->Insert(endpointer_time_us_, decision); - - switch (status_) { - case EP_PRE_SPEECH: - if (history_->RingSum(params_.onset_window()) > - params_.onset_detect_dur()) { - status_ = EP_POSSIBLE_ONSET; - } - break; - - case EP_POSSIBLE_ONSET: { - float tsum = history_->RingSum(params_.onset_window()); - if (tsum > params_.onset_confirm_dur()) { - status_ = EP_SPEECH_PRESENT; - } else { // If signal is not maintained, drop back to pre-speech. - if (tsum <= params_.onset_detect_dur()) - status_ = EP_PRE_SPEECH; - } - break; - } - - case EP_SPEECH_PRESENT: { - // To induce hysteresis in the state residency, we allow a - // smaller residency time in the on_ring, than was required to - // enter the SPEECH_PERSENT state. - float on_time = history_->RingSum(params_.speech_on_window()); - if (on_time < params_.on_maintain_dur()) - status_ = EP_POSSIBLE_OFFSET; - break; - } - - case EP_POSSIBLE_OFFSET: - if (history_->RingSum(params_.offset_window()) <= - offset_confirm_dur_sec_) { - // Note that this offset time may be beyond the end - // of the input buffer in a real-time system. It will be up - // to the RecognizerSession to decide what to do. - status_ = EP_PRE_SPEECH; // Automatically reset for next utterance. - } else { // If speech picks up again we allow return to SPEECH_PRESENT. - if (history_->RingSum(params_.speech_on_window()) >= - params_.on_maintain_dur()) - status_ = EP_SPEECH_PRESENT; - } - break; - - default: - break; - } - - // If this is a quiet, non-speech region, slowly adapt the detection - // threshold to be about 6dB above the average RMS. - if ((!decision) && (status_ == EP_PRE_SPEECH)) { - decision_threshold_ = (0.98f * decision_threshold_) + (0.02f * 2 * rms); - rms_adapt_ = decision_threshold_; - } else { - // If this is in a speech region, adapt the decision threshold to - // be about 10dB below the average RMS. If the noise level is high, - // the threshold is pushed up. - // Adaptation up to a higher level is 5 times faster than decay to - // a lower level. - if ((status_ == EP_SPEECH_PRESENT) && decision) { - if (rms_adapt_ > rms) { - rms_adapt_ = (0.99f * rms_adapt_) + (0.01f * rms); - } else { - rms_adapt_ = (0.95f * rms_adapt_) + (0.05f * rms); - } - float target_threshold = 0.3f * rms_adapt_ + noise_level_; - decision_threshold_ = (.90f * decision_threshold_) + - (0.10f * target_threshold); - } - } - - // Set a floor - if (decision_threshold_ < params_.min_decision_threshold()) - decision_threshold_ = params_.min_decision_threshold(); - } - - // Update speech and noise levels. - UpdateLevels(rms); - ++frame_counter_; - - if (rms_out) - *rms_out = GetDecibel(rms); -} - -float EnergyEndpointer::GetNoiseLevelDb() const { - return GetDecibel(noise_level_); -} - -void EnergyEndpointer::UpdateLevels(float rms) { - // Update quickly initially. We assume this is noise and that - // speech is 6dB above the noise. - if (frame_counter_ < fast_update_frames_) { - // Alpha increases from 0 to (k-1)/k where k is the number of time - // steps in the initial adaptation period. - float alpha = static_cast<float>(frame_counter_) / - static_cast<float>(fast_update_frames_); - noise_level_ = (alpha * noise_level_) + ((1 - alpha) * rms); - //PR_LOG(GetSpeechRecognitionLog(), PR_LOG_DEBUG, ("FAST UPDATE, frame_counter_ %d, fast_update_frames_ %d", frame_counter_, fast_update_frames_)); - } else { - // Update Noise level. The noise level adapts quickly downward, but - // slowly upward. The noise_level_ parameter is not currently used - // for threshold adaptation. It is used for UI feedback. - if (noise_level_ < rms) - noise_level_ = (0.999f * noise_level_) + (0.001f * rms); - else - noise_level_ = (0.95f * noise_level_) + (0.05f * rms); - } - if (estimating_environment_ || (frame_counter_ < fast_update_frames_)) { - decision_threshold_ = noise_level_ * 2; // 6dB above noise level. - // Set a floor - if (decision_threshold_ < params_.min_decision_threshold()) - decision_threshold_ = params_.min_decision_threshold(); - } -} - -EpStatus EnergyEndpointer::Status(int64_t* status_time) const { - *status_time = history_->EndTime(); - return status_; -} - -} // namespace mozilla |