| /* | |
| * Copyright (c) 2012 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. | |
| */ | |
| #include "webrtc/modules/audio_coding/neteq/delay_manager.h" | |
| #include <assert.h> | |
| #include <math.h> | |
| #include <algorithm> // max, min | |
| #include "webrtc/common_audio/signal_processing/include/signal_processing_library.h" | |
| #include "webrtc/modules/audio_coding/neteq/delay_peak_detector.h" | |
| #include "webrtc/modules/interface/module_common_types.h" | |
| #include "webrtc/system_wrappers/interface/logging.h" | |
| namespace webrtc { | |
| DelayManager::DelayManager(int max_packets_in_buffer, | |
| DelayPeakDetector* peak_detector) | |
| : first_packet_received_(false), | |
| max_packets_in_buffer_(max_packets_in_buffer), | |
| iat_vector_(kMaxIat + 1, 0), | |
| iat_factor_(0), | |
| packet_iat_count_ms_(0), | |
| base_target_level_(4), // In Q0 domain. | |
| target_level_(base_target_level_ << 8), // In Q8 domain. | |
| packet_len_ms_(0), | |
| streaming_mode_(false), | |
| last_seq_no_(0), | |
| last_timestamp_(0), | |
| minimum_delay_ms_(0), | |
| least_required_delay_ms_(target_level_), | |
| maximum_delay_ms_(target_level_), | |
| iat_cumulative_sum_(0), | |
| max_iat_cumulative_sum_(0), | |
| max_timer_ms_(0), | |
| peak_detector_(*peak_detector), | |
| last_pack_cng_or_dtmf_(1) { | |
| assert(peak_detector); // Should never be NULL. | |
| Reset(); | |
| } | |
| DelayManager::~DelayManager() {} | |
| const DelayManager::IATVector& DelayManager::iat_vector() const { | |
| return iat_vector_; | |
| } | |
| // Set the histogram vector to an exponentially decaying distribution | |
| // iat_vector_[i] = 0.5^(i+1), i = 0, 1, 2, ... | |
| // iat_vector_ is in Q30. | |
| void DelayManager::ResetHistogram() { | |
| // Set temp_prob to (slightly more than) 1 in Q14. This ensures that the sum | |
| // of iat_vector_ is 1. | |
| uint16_t temp_prob = 0x4002; // 16384 + 2 = 100000000000010 binary. | |
| IATVector::iterator it = iat_vector_.begin(); | |
| for (; it < iat_vector_.end(); it++) { | |
| temp_prob >>= 1; | |
| (*it) = temp_prob << 16; | |
| } | |
| base_target_level_ = 4; | |
| target_level_ = base_target_level_ << 8; | |
| } | |
| int DelayManager::Update(uint16_t sequence_number, | |
| uint32_t timestamp, | |
| int sample_rate_hz) { | |
| if (sample_rate_hz <= 0) { | |
| return -1; | |
| } | |
| if (!first_packet_received_) { | |
| // Prepare for next packet arrival. | |
| packet_iat_count_ms_ = 0; | |
| last_seq_no_ = sequence_number; | |
| last_timestamp_ = timestamp; | |
| first_packet_received_ = true; | |
| return 0; | |
| } | |
| // Try calculating packet length from current and previous timestamps. | |
| int packet_len_ms; | |
| if (!IsNewerTimestamp(timestamp, last_timestamp_) || | |
| !IsNewerSequenceNumber(sequence_number, last_seq_no_)) { | |
| // Wrong timestamp or sequence order; use stored value. | |
| packet_len_ms = packet_len_ms_; | |
| } else { | |
| // Calculate timestamps per packet and derive packet length in ms. | |
| int packet_len_samp = | |
| static_cast<uint32_t>(timestamp - last_timestamp_) / | |
| static_cast<uint16_t>(sequence_number - last_seq_no_); | |
| packet_len_ms = (1000 * packet_len_samp) / sample_rate_hz; | |
| } | |
| if (packet_len_ms > 0) { | |
| // Cannot update statistics unless |packet_len_ms| is valid. | |
| // Calculate inter-arrival time (IAT) in integer "packet times" | |
| // (rounding down). This is the value used as index to the histogram | |
| // vector |iat_vector_|. | |
| int iat_packets = packet_iat_count_ms_ / packet_len_ms; | |
| if (streaming_mode_) { | |
| UpdateCumulativeSums(packet_len_ms, sequence_number); | |
| } | |
| // Check for discontinuous packet sequence and re-ordering. | |
| if (IsNewerSequenceNumber(sequence_number, last_seq_no_ + 1)) { | |
| // Compensate for gap in the sequence numbers. Reduce IAT with the | |
| // expected extra time due to lost packets, but ensure that the IAT is | |
| // not negative. | |
| iat_packets -= static_cast<uint16_t>(sequence_number - last_seq_no_ - 1); | |
| iat_packets = std::max(iat_packets, 0); | |
| } else if (!IsNewerSequenceNumber(sequence_number, last_seq_no_)) { | |
| iat_packets += static_cast<uint16_t>(last_seq_no_ + 1 - sequence_number); | |
| } | |
| // Saturate IAT at maximum value. | |
| const int max_iat = kMaxIat; | |
| iat_packets = std::min(iat_packets, max_iat); | |
| UpdateHistogram(iat_packets); | |
| // Calculate new |target_level_| based on updated statistics. | |
| target_level_ = CalculateTargetLevel(iat_packets); | |
| if (streaming_mode_) { | |
| target_level_ = std::max(target_level_, max_iat_cumulative_sum_); | |
| } | |
| LimitTargetLevel(); | |
| } // End if (packet_len_ms > 0). | |
| // Prepare for next packet arrival. | |
| packet_iat_count_ms_ = 0; | |
| last_seq_no_ = sequence_number; | |
| last_timestamp_ = timestamp; | |
| return 0; | |
| } | |
| void DelayManager::UpdateCumulativeSums(int packet_len_ms, | |
| uint16_t sequence_number) { | |
| // Calculate IAT in Q8, including fractions of a packet (i.e., more | |
| // accurate than |iat_packets|. | |
| int iat_packets_q8 = (packet_iat_count_ms_ << 8) / packet_len_ms; | |
| // Calculate cumulative sum IAT with sequence number compensation. The sum | |
| // is zero if there is no clock-drift. | |
| iat_cumulative_sum_ += (iat_packets_q8 - | |
| (static_cast<int>(sequence_number - last_seq_no_) << 8)); | |
| // Subtract drift term. | |
| iat_cumulative_sum_ -= kCumulativeSumDrift; | |
| // Ensure not negative. | |
| iat_cumulative_sum_ = std::max(iat_cumulative_sum_, 0); | |
| if (iat_cumulative_sum_ > max_iat_cumulative_sum_) { | |
| // Found a new maximum. | |
| max_iat_cumulative_sum_ = iat_cumulative_sum_; | |
| max_timer_ms_ = 0; | |
| } | |
| if (max_timer_ms_ > kMaxStreamingPeakPeriodMs) { | |
| // Too long since the last maximum was observed; decrease max value. | |
| max_iat_cumulative_sum_ -= kCumulativeSumDrift; | |
| } | |
| } | |
| // Each element in the vector is first multiplied by the forgetting factor | |
| // |iat_factor_|. Then the vector element indicated by |iat_packets| is then | |
| // increased (additive) by 1 - |iat_factor_|. This way, the probability of | |
| // |iat_packets| is slightly increased, while the sum of the histogram remains | |
| // constant (=1). | |
| // Due to inaccuracies in the fixed-point arithmetic, the histogram may no | |
| // longer sum up to 1 (in Q30) after the update. To correct this, a correction | |
| // term is added or subtracted from the first element (or elements) of the | |
| // vector. | |
| // The forgetting factor |iat_factor_| is also updated. When the DelayManager | |
| // is reset, the factor is set to 0 to facilitate rapid convergence in the | |
| // beginning. With each update of the histogram, the factor is increased towards | |
| // the steady-state value |kIatFactor_|. | |
| void DelayManager::UpdateHistogram(size_t iat_packets) { | |
| assert(iat_packets < iat_vector_.size()); | |
| int vector_sum = 0; // Sum up the vector elements as they are processed. | |
| // Multiply each element in |iat_vector_| with |iat_factor_|. | |
| for (IATVector::iterator it = iat_vector_.begin(); | |
| it != iat_vector_.end(); ++it) { | |
| *it = (static_cast<int64_t>(*it) * iat_factor_) >> 15; | |
| vector_sum += *it; | |
| } | |
| // Increase the probability for the currently observed inter-arrival time | |
| // by 1 - |iat_factor_|. The factor is in Q15, |iat_vector_| in Q30. | |
| // Thus, left-shift 15 steps to obtain result in Q30. | |
| iat_vector_[iat_packets] += (32768 - iat_factor_) << 15; | |
| vector_sum += (32768 - iat_factor_) << 15; // Add to vector sum. | |
| // |iat_vector_| should sum up to 1 (in Q30), but it may not due to | |
| // fixed-point rounding errors. | |
| vector_sum -= 1 << 30; // Should be zero. Compensate if not. | |
| if (vector_sum != 0) { | |
| // Modify a few values early in |iat_vector_|. | |
| int flip_sign = vector_sum > 0 ? -1 : 1; | |
| IATVector::iterator it = iat_vector_.begin(); | |
| while (it != iat_vector_.end() && abs(vector_sum) > 0) { | |
| // Add/subtract 1/16 of the element, but not more than |vector_sum|. | |
| int correction = flip_sign * std::min(abs(vector_sum), (*it) >> 4); | |
| *it += correction; | |
| vector_sum += correction; | |
| ++it; | |
| } | |
| } | |
| assert(vector_sum == 0); // Verify that the above is correct. | |
| // Update |iat_factor_| (changes only during the first seconds after a reset). | |
| // The factor converges to |kIatFactor_|. | |
| iat_factor_ += (kIatFactor_ - iat_factor_ + 3) >> 2; | |
| } | |
| // Enforces upper and lower limits for |target_level_|. The upper limit is | |
| // chosen to be minimum of i) 75% of |max_packets_in_buffer_|, to leave some | |
| // headroom for natural fluctuations around the target, and ii) equivalent of | |
| // |maximum_delay_ms_| in packets. Note that in practice, if no | |
| // |maximum_delay_ms_| is specified, this does not have any impact, since the | |
| // target level is far below the buffer capacity in all reasonable cases. | |
| // The lower limit is equivalent of |minimum_delay_ms_| in packets. We update | |
| // |least_required_level_| while the above limits are applied. | |
| // TODO(hlundin): Move this check to the buffer logistics class. | |
| void DelayManager::LimitTargetLevel() { | |
| least_required_delay_ms_ = (target_level_ * packet_len_ms_) >> 8; | |
| if (packet_len_ms_ > 0 && minimum_delay_ms_ > 0) { | |
| int minimum_delay_packet_q8 = (minimum_delay_ms_ << 8) / packet_len_ms_; | |
| target_level_ = std::max(target_level_, minimum_delay_packet_q8); | |
| } | |
| if (maximum_delay_ms_ > 0 && packet_len_ms_ > 0) { | |
| int maximum_delay_packet_q8 = (maximum_delay_ms_ << 8) / packet_len_ms_; | |
| target_level_ = std::min(target_level_, maximum_delay_packet_q8); | |
| } | |
| // Shift to Q8, then 75%.; | |
| int max_buffer_packets_q8 = (3 * (max_packets_in_buffer_ << 8)) / 4; | |
| target_level_ = std::min(target_level_, max_buffer_packets_q8); | |
| // Sanity check, at least 1 packet (in Q8). | |
| target_level_ = std::max(target_level_, 1 << 8); | |
| } | |
| int DelayManager::CalculateTargetLevel(int iat_packets) { | |
| int limit_probability = kLimitProbability; | |
| if (streaming_mode_) { | |
| limit_probability = kLimitProbabilityStreaming; | |
| } | |
| // Calculate target buffer level from inter-arrival time histogram. | |
| // Find the |iat_index| for which the probability of observing an | |
| // inter-arrival time larger than or equal to |iat_index| is less than or | |
| // equal to |limit_probability|. The sought probability is estimated using | |
| // the histogram as the reverse cumulant PDF, i.e., the sum of elements from | |
| // the end up until |iat_index|. Now, since the sum of all elements is 1 | |
| // (in Q30) by definition, and since the solution is often a low value for | |
| // |iat_index|, it is more efficient to start with |sum| = 1 and subtract | |
| // elements from the start of the histogram. | |
| size_t index = 0; // Start from the beginning of |iat_vector_|. | |
| int sum = 1 << 30; // Assign to 1 in Q30. | |
| sum -= iat_vector_[index]; // Ensure that target level is >= 1. | |
| do { | |
| // Subtract the probabilities one by one until the sum is no longer greater | |
| // than limit_probability. | |
| ++index; | |
| sum -= iat_vector_[index]; | |
| } while ((sum > limit_probability) && (index < iat_vector_.size() - 1)); | |
| // This is the base value for the target buffer level. | |
| int target_level = static_cast<int>(index); | |
| base_target_level_ = static_cast<int>(index); | |
| // Update detector for delay peaks. | |
| bool delay_peak_found = peak_detector_.Update(iat_packets, target_level); | |
| if (delay_peak_found) { | |
| target_level = std::max(target_level, peak_detector_.MaxPeakHeight()); | |
| } | |
| // Sanity check. |target_level| must be strictly positive. | |
| target_level = std::max(target_level, 1); | |
| // Scale to Q8 and assign to member variable. | |
| target_level_ = target_level << 8; | |
| return target_level_; | |
| } | |
| int DelayManager::SetPacketAudioLength(int length_ms) { | |
| if (length_ms <= 0) { | |
| LOG_F(LS_ERROR) << "length_ms = " << length_ms; | |
| return -1; | |
| } | |
| packet_len_ms_ = length_ms; | |
| peak_detector_.SetPacketAudioLength(packet_len_ms_); | |
| packet_iat_count_ms_ = 0; | |
| last_pack_cng_or_dtmf_ = 1; // TODO(hlundin): Legacy. Remove? | |
| return 0; | |
| } | |
| void DelayManager::Reset() { | |
| packet_len_ms_ = 0; // Packet size unknown. | |
| streaming_mode_ = false; | |
| peak_detector_.Reset(); | |
| ResetHistogram(); // Resets target levels too. | |
| iat_factor_ = 0; // Adapt the histogram faster for the first few packets. | |
| packet_iat_count_ms_ = 0; | |
| max_timer_ms_ = 0; | |
| iat_cumulative_sum_ = 0; | |
| max_iat_cumulative_sum_ = 0; | |
| last_pack_cng_or_dtmf_ = 1; | |
| } | |
| int DelayManager::AverageIAT() const { | |
| int32_t sum_q24 = 0; | |
| // Using an int for the upper limit of the following for-loop so the | |
| // loop-counter can be int. Otherwise we need a cast where |sum_q24| is | |
| // updated. | |
| const int iat_vec_size = static_cast<int>(iat_vector_.size()); | |
| assert(iat_vector_.size() == 65); // Algorithm is hard-coded for this size. | |
| for (int i = 0; i < iat_vec_size; ++i) { | |
| // Shift 6 to fit worst case: 2^30 * 64. | |
| sum_q24 += (iat_vector_[i] >> 6) * i; | |
| } | |
| // Subtract the nominal inter-arrival time 1 = 2^24 in Q24. | |
| sum_q24 -= (1 << 24); | |
| // Multiply with 1000000 / 2^24 = 15625 / 2^18 to get in parts-per-million. | |
| // Shift 7 to Q17 first, then multiply with 15625 and shift another 11. | |
| return ((sum_q24 >> 7) * 15625) >> 11; | |
| } | |
| bool DelayManager::PeakFound() const { | |
| return peak_detector_.peak_found(); | |
| } | |
| void DelayManager::UpdateCounters(int elapsed_time_ms) { | |
| packet_iat_count_ms_ += elapsed_time_ms; | |
| peak_detector_.IncrementCounter(elapsed_time_ms); | |
| max_timer_ms_ += elapsed_time_ms; | |
| } | |
| void DelayManager::ResetPacketIatCount() { packet_iat_count_ms_ = 0; } | |
| // Note that |low_limit| and |higher_limit| are not assigned to | |
| // |minimum_delay_ms_| and |maximum_delay_ms_| defined by the client of this | |
| // class. They are computed from |target_level_| and used for decision making. | |
| void DelayManager::BufferLimits(int* lower_limit, int* higher_limit) const { | |
| if (!lower_limit || !higher_limit) { | |
| LOG_F(LS_ERROR) << "NULL pointers supplied as input"; | |
| assert(false); | |
| return; | |
| } | |
| int window_20ms = 0x7FFF; // Default large value for legacy bit-exactness. | |
| if (packet_len_ms_ > 0) { | |
| window_20ms = (20 << 8) / packet_len_ms_; | |
| } | |
| // |target_level_| is in Q8 already. | |
| *lower_limit = (target_level_ * 3) / 4; | |
| // |higher_limit| is equal to |target_level_|, but should at | |
| // least be 20 ms higher than |lower_limit_|. | |
| *higher_limit = std::max(target_level_, *lower_limit + window_20ms); | |
| } | |
| int DelayManager::TargetLevel() const { | |
| return target_level_; | |
| } | |
| void DelayManager::LastDecoderType(NetEqDecoder decoder_type) { | |
| if (decoder_type == kDecoderAVT || | |
| decoder_type == kDecoderCNGnb || | |
| decoder_type == kDecoderCNGwb || | |
| decoder_type == kDecoderCNGswb32kHz || | |
| decoder_type == kDecoderCNGswb48kHz) { | |
| last_pack_cng_or_dtmf_ = 1; | |
| } else if (last_pack_cng_or_dtmf_ != 0) { | |
| last_pack_cng_or_dtmf_ = -1; | |
| } | |
| } | |
| bool DelayManager::SetMinimumDelay(int delay_ms) { | |
| // Minimum delay shouldn't be more than maximum delay, if any maximum is set. | |
| // Also, if possible check |delay| to less than 75% of | |
| // |max_packets_in_buffer_|. | |
| if ((maximum_delay_ms_ > 0 && delay_ms > maximum_delay_ms_) || | |
| (packet_len_ms_ > 0 && | |
| delay_ms > 3 * max_packets_in_buffer_ * packet_len_ms_ / 4)) { | |
| return false; | |
| } | |
| minimum_delay_ms_ = delay_ms; | |
| return true; | |
| } | |
| bool DelayManager::SetMaximumDelay(int delay_ms) { | |
| if (delay_ms == 0) { | |
| // Zero input unsets the maximum delay. | |
| maximum_delay_ms_ = 0; | |
| return true; | |
| } else if (delay_ms < minimum_delay_ms_ || delay_ms < packet_len_ms_) { | |
| // Maximum delay shouldn't be less than minimum delay or less than a packet. | |
| return false; | |
| } | |
| maximum_delay_ms_ = delay_ms; | |
| return true; | |
| } | |
| int DelayManager::least_required_delay_ms() const { | |
| return least_required_delay_ms_; | |
| } | |
| int DelayManager::base_target_level() const { return base_target_level_; } | |
| void DelayManager::set_streaming_mode(bool value) { streaming_mode_ = value; } | |
| int DelayManager::last_pack_cng_or_dtmf() const { | |
| return last_pack_cng_or_dtmf_; | |
| } | |
| void DelayManager::set_last_pack_cng_or_dtmf(int value) { | |
| last_pack_cng_or_dtmf_ = value; | |
| } | |
| } // namespace webrtc |