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1 /*
2  *  Copyright (c) 2012 The WebRTC project authors. All Rights Reserved.
3  *
4  *  Use of this source code is governed by a BSD-style license
5  *  that can be found in the LICENSE file in the root of the source
6  *  tree. An additional intellectual property rights grant can be found
7  *  in the file PATENTS.  All contributing project authors may
8  *  be found in the AUTHORS file in the root of the source tree.
9  */
10 
11 #include "webrtc/modules/audio_coding/neteq/delay_manager.h"
12 
13 #include <assert.h>
14 #include <math.h>
15 
16 #include <algorithm>  // max, min
17 
18 #include "webrtc/common_audio/signal_processing/include/signal_processing_library.h"
19 #include "webrtc/modules/audio_coding/neteq/delay_peak_detector.h"
20 #include "webrtc/modules/include/module_common_types.h"
21 #include "webrtc/system_wrappers/include/logging.h"
22 
23 namespace webrtc {
24 
DelayManager(size_t max_packets_in_buffer,DelayPeakDetector * peak_detector)25 DelayManager::DelayManager(size_t max_packets_in_buffer,
26                            DelayPeakDetector* peak_detector)
27     : first_packet_received_(false),
28       max_packets_in_buffer_(max_packets_in_buffer),
29       iat_vector_(kMaxIat + 1, 0),
30       iat_factor_(0),
31       packet_iat_count_ms_(0),
32       base_target_level_(4),  // In Q0 domain.
33       target_level_(base_target_level_ << 8),  // In Q8 domain.
34       packet_len_ms_(0),
35       streaming_mode_(false),
36       last_seq_no_(0),
37       last_timestamp_(0),
38       minimum_delay_ms_(0),
39       least_required_delay_ms_(target_level_),
40       maximum_delay_ms_(target_level_),
41       iat_cumulative_sum_(0),
42       max_iat_cumulative_sum_(0),
43       max_timer_ms_(0),
44       peak_detector_(*peak_detector),
45       last_pack_cng_or_dtmf_(1) {
46   assert(peak_detector);  // Should never be NULL.
47   Reset();
48 }
49 
~DelayManager()50 DelayManager::~DelayManager() {}
51 
iat_vector() const52 const DelayManager::IATVector& DelayManager::iat_vector() const {
53   return iat_vector_;
54 }
55 
56 // Set the histogram vector to an exponentially decaying distribution
57 // iat_vector_[i] = 0.5^(i+1), i = 0, 1, 2, ...
58 // iat_vector_ is in Q30.
ResetHistogram()59 void DelayManager::ResetHistogram() {
60   // Set temp_prob to (slightly more than) 1 in Q14. This ensures that the sum
61   // of iat_vector_ is 1.
62   uint16_t temp_prob = 0x4002;  // 16384 + 2 = 100000000000010 binary.
63   IATVector::iterator it = iat_vector_.begin();
64   for (; it < iat_vector_.end(); it++) {
65     temp_prob >>= 1;
66     (*it) = temp_prob << 16;
67   }
68   base_target_level_ = 4;
69   target_level_ = base_target_level_ << 8;
70 }
71 
Update(uint16_t sequence_number,uint32_t timestamp,int sample_rate_hz)72 int DelayManager::Update(uint16_t sequence_number,
73                          uint32_t timestamp,
74                          int sample_rate_hz) {
75   if (sample_rate_hz <= 0) {
76     return -1;
77   }
78 
79   if (!first_packet_received_) {
80     // Prepare for next packet arrival.
81     packet_iat_count_ms_ = 0;
82     last_seq_no_ = sequence_number;
83     last_timestamp_ = timestamp;
84     first_packet_received_ = true;
85     return 0;
86   }
87 
88   // Try calculating packet length from current and previous timestamps.
89   int packet_len_ms;
90   if (!IsNewerTimestamp(timestamp, last_timestamp_) ||
91       !IsNewerSequenceNumber(sequence_number, last_seq_no_)) {
92     // Wrong timestamp or sequence order; use stored value.
93     packet_len_ms = packet_len_ms_;
94   } else {
95     // Calculate timestamps per packet and derive packet length in ms.
96     int packet_len_samp =
97         static_cast<uint32_t>(timestamp - last_timestamp_) /
98         static_cast<uint16_t>(sequence_number - last_seq_no_);
99     packet_len_ms = (1000 * packet_len_samp) / sample_rate_hz;
100   }
101 
102   if (packet_len_ms > 0) {
103     // Cannot update statistics unless |packet_len_ms| is valid.
104     // Calculate inter-arrival time (IAT) in integer "packet times"
105     // (rounding down). This is the value used as index to the histogram
106     // vector |iat_vector_|.
107     int iat_packets = packet_iat_count_ms_ / packet_len_ms;
108 
109     if (streaming_mode_) {
110       UpdateCumulativeSums(packet_len_ms, sequence_number);
111     }
112 
113     // Check for discontinuous packet sequence and re-ordering.
114     if (IsNewerSequenceNumber(sequence_number, last_seq_no_ + 1)) {
115       // Compensate for gap in the sequence numbers. Reduce IAT with the
116       // expected extra time due to lost packets, but ensure that the IAT is
117       // not negative.
118       iat_packets -= static_cast<uint16_t>(sequence_number - last_seq_no_ - 1);
119       iat_packets = std::max(iat_packets, 0);
120     } else if (!IsNewerSequenceNumber(sequence_number, last_seq_no_)) {
121       iat_packets += static_cast<uint16_t>(last_seq_no_ + 1 - sequence_number);
122     }
123 
124     // Saturate IAT at maximum value.
125     const int max_iat = kMaxIat;
126     iat_packets = std::min(iat_packets, max_iat);
127     UpdateHistogram(iat_packets);
128     // Calculate new |target_level_| based on updated statistics.
129     target_level_ = CalculateTargetLevel(iat_packets);
130     if (streaming_mode_) {
131       target_level_ = std::max(target_level_, max_iat_cumulative_sum_);
132     }
133 
134     LimitTargetLevel();
135   }  // End if (packet_len_ms > 0).
136 
137   // Prepare for next packet arrival.
138   packet_iat_count_ms_ = 0;
139   last_seq_no_ = sequence_number;
140   last_timestamp_ = timestamp;
141   return 0;
142 }
143 
UpdateCumulativeSums(int packet_len_ms,uint16_t sequence_number)144 void DelayManager::UpdateCumulativeSums(int packet_len_ms,
145                                         uint16_t sequence_number) {
146   // Calculate IAT in Q8, including fractions of a packet (i.e., more
147   // accurate than |iat_packets|.
148   int iat_packets_q8 = (packet_iat_count_ms_ << 8) / packet_len_ms;
149   // Calculate cumulative sum IAT with sequence number compensation. The sum
150   // is zero if there is no clock-drift.
151   iat_cumulative_sum_ += (iat_packets_q8 -
152       (static_cast<int>(sequence_number - last_seq_no_) << 8));
153   // Subtract drift term.
154   iat_cumulative_sum_ -= kCumulativeSumDrift;
155   // Ensure not negative.
156   iat_cumulative_sum_ = std::max(iat_cumulative_sum_, 0);
157   if (iat_cumulative_sum_ > max_iat_cumulative_sum_) {
158     // Found a new maximum.
159     max_iat_cumulative_sum_ = iat_cumulative_sum_;
160     max_timer_ms_ = 0;
161   }
162   if (max_timer_ms_ > kMaxStreamingPeakPeriodMs) {
163     // Too long since the last maximum was observed; decrease max value.
164     max_iat_cumulative_sum_ -= kCumulativeSumDrift;
165   }
166 }
167 
168 // Each element in the vector is first multiplied by the forgetting factor
169 // |iat_factor_|. Then the vector element indicated by |iat_packets| is then
170 // increased (additive) by 1 - |iat_factor_|. This way, the probability of
171 // |iat_packets| is slightly increased, while the sum of the histogram remains
172 // constant (=1).
173 // Due to inaccuracies in the fixed-point arithmetic, the histogram may no
174 // longer sum up to 1 (in Q30) after the update. To correct this, a correction
175 // term is added or subtracted from the first element (or elements) of the
176 // vector.
177 // The forgetting factor |iat_factor_| is also updated. When the DelayManager
178 // is reset, the factor is set to 0 to facilitate rapid convergence in the
179 // beginning. With each update of the histogram, the factor is increased towards
180 // the steady-state value |kIatFactor_|.
UpdateHistogram(size_t iat_packets)181 void DelayManager::UpdateHistogram(size_t iat_packets) {
182   assert(iat_packets < iat_vector_.size());
183   int vector_sum = 0;  // Sum up the vector elements as they are processed.
184   // Multiply each element in |iat_vector_| with |iat_factor_|.
185   for (IATVector::iterator it = iat_vector_.begin();
186       it != iat_vector_.end(); ++it) {
187     *it = (static_cast<int64_t>(*it) * iat_factor_) >> 15;
188     vector_sum += *it;
189   }
190 
191   // Increase the probability for the currently observed inter-arrival time
192   // by 1 - |iat_factor_|. The factor is in Q15, |iat_vector_| in Q30.
193   // Thus, left-shift 15 steps to obtain result in Q30.
194   iat_vector_[iat_packets] += (32768 - iat_factor_) << 15;
195   vector_sum += (32768 - iat_factor_) << 15;  // Add to vector sum.
196 
197   // |iat_vector_| should sum up to 1 (in Q30), but it may not due to
198   // fixed-point rounding errors.
199   vector_sum -= 1 << 30;  // Should be zero. Compensate if not.
200   if (vector_sum != 0) {
201     // Modify a few values early in |iat_vector_|.
202     int flip_sign = vector_sum > 0 ? -1 : 1;
203     IATVector::iterator it = iat_vector_.begin();
204     while (it != iat_vector_.end() && abs(vector_sum) > 0) {
205       // Add/subtract 1/16 of the element, but not more than |vector_sum|.
206       int correction = flip_sign * std::min(abs(vector_sum), (*it) >> 4);
207       *it += correction;
208       vector_sum += correction;
209       ++it;
210     }
211   }
212   assert(vector_sum == 0);  // Verify that the above is correct.
213 
214   // Update |iat_factor_| (changes only during the first seconds after a reset).
215   // The factor converges to |kIatFactor_|.
216   iat_factor_ += (kIatFactor_ - iat_factor_ + 3) >> 2;
217 }
218 
219 // Enforces upper and lower limits for |target_level_|. The upper limit is
220 // chosen to be minimum of i) 75% of |max_packets_in_buffer_|, to leave some
221 // headroom for natural fluctuations around the target, and ii) equivalent of
222 // |maximum_delay_ms_| in packets. Note that in practice, if no
223 // |maximum_delay_ms_| is specified, this does not have any impact, since the
224 // target level is far below the buffer capacity in all reasonable cases.
225 // The lower limit is equivalent of |minimum_delay_ms_| in packets. We update
226 // |least_required_level_| while the above limits are applied.
227 // TODO(hlundin): Move this check to the buffer logistics class.
LimitTargetLevel()228 void DelayManager::LimitTargetLevel() {
229   least_required_delay_ms_ = (target_level_ * packet_len_ms_) >> 8;
230 
231   if (packet_len_ms_ > 0 && minimum_delay_ms_ > 0) {
232     int minimum_delay_packet_q8 =  (minimum_delay_ms_ << 8) / packet_len_ms_;
233     target_level_ = std::max(target_level_, minimum_delay_packet_q8);
234   }
235 
236   if (maximum_delay_ms_ > 0 && packet_len_ms_ > 0) {
237     int maximum_delay_packet_q8 = (maximum_delay_ms_ << 8) / packet_len_ms_;
238     target_level_ = std::min(target_level_, maximum_delay_packet_q8);
239   }
240 
241   // Shift to Q8, then 75%.;
242   int max_buffer_packets_q8 =
243       static_cast<int>((3 * (max_packets_in_buffer_ << 8)) / 4);
244   target_level_ = std::min(target_level_, max_buffer_packets_q8);
245 
246   // Sanity check, at least 1 packet (in Q8).
247   target_level_ = std::max(target_level_, 1 << 8);
248 }
249 
CalculateTargetLevel(int iat_packets)250 int DelayManager::CalculateTargetLevel(int iat_packets) {
251   int limit_probability = kLimitProbability;
252   if (streaming_mode_) {
253     limit_probability = kLimitProbabilityStreaming;
254   }
255 
256   // Calculate target buffer level from inter-arrival time histogram.
257   // Find the |iat_index| for which the probability of observing an
258   // inter-arrival time larger than or equal to |iat_index| is less than or
259   // equal to |limit_probability|. The sought probability is estimated using
260   // the histogram as the reverse cumulant PDF, i.e., the sum of elements from
261   // the end up until |iat_index|. Now, since the sum of all elements is 1
262   // (in Q30) by definition, and since the solution is often a low value for
263   // |iat_index|, it is more efficient to start with |sum| = 1 and subtract
264   // elements from the start of the histogram.
265   size_t index = 0;  // Start from the beginning of |iat_vector_|.
266   int sum = 1 << 30;  // Assign to 1 in Q30.
267   sum -= iat_vector_[index];  // Ensure that target level is >= 1.
268 
269   do {
270     // Subtract the probabilities one by one until the sum is no longer greater
271     // than limit_probability.
272     ++index;
273     sum -= iat_vector_[index];
274   } while ((sum > limit_probability) && (index < iat_vector_.size() - 1));
275 
276   // This is the base value for the target buffer level.
277   int target_level = static_cast<int>(index);
278   base_target_level_ = static_cast<int>(index);
279 
280   // Update detector for delay peaks.
281   bool delay_peak_found = peak_detector_.Update(iat_packets, target_level);
282   if (delay_peak_found) {
283     target_level = std::max(target_level, peak_detector_.MaxPeakHeight());
284   }
285 
286   // Sanity check. |target_level| must be strictly positive.
287   target_level = std::max(target_level, 1);
288   // Scale to Q8 and assign to member variable.
289   target_level_ = target_level << 8;
290   return target_level_;
291 }
292 
SetPacketAudioLength(int length_ms)293 int DelayManager::SetPacketAudioLength(int length_ms) {
294   if (length_ms <= 0) {
295     LOG_F(LS_ERROR) << "length_ms = " << length_ms;
296     return -1;
297   }
298   packet_len_ms_ = length_ms;
299   peak_detector_.SetPacketAudioLength(packet_len_ms_);
300   packet_iat_count_ms_ = 0;
301   last_pack_cng_or_dtmf_ = 1;  // TODO(hlundin): Legacy. Remove?
302   return 0;
303 }
304 
305 
Reset()306 void DelayManager::Reset() {
307   packet_len_ms_ = 0;  // Packet size unknown.
308   streaming_mode_ = false;
309   peak_detector_.Reset();
310   ResetHistogram();  // Resets target levels too.
311   iat_factor_ = 0;  // Adapt the histogram faster for the first few packets.
312   packet_iat_count_ms_ = 0;
313   max_timer_ms_ = 0;
314   iat_cumulative_sum_ = 0;
315   max_iat_cumulative_sum_ = 0;
316   last_pack_cng_or_dtmf_ = 1;
317 }
318 
AverageIAT() const319 int DelayManager::AverageIAT() const {
320   int32_t sum_q24 = 0;
321   // Using an int for the upper limit of the following for-loop so the
322   // loop-counter can be int. Otherwise we need a cast where |sum_q24| is
323   // updated.
324   const int iat_vec_size = static_cast<int>(iat_vector_.size());
325   assert(iat_vector_.size() == 65);  // Algorithm is hard-coded for this size.
326   for (int i = 0; i < iat_vec_size; ++i) {
327     // Shift 6 to fit worst case: 2^30 * 64.
328     sum_q24 += (iat_vector_[i] >> 6) * i;
329   }
330   // Subtract the nominal inter-arrival time 1 = 2^24 in Q24.
331   sum_q24 -= (1 << 24);
332   // Multiply with 1000000 / 2^24 = 15625 / 2^18 to get in parts-per-million.
333   // Shift 7 to Q17 first, then multiply with 15625 and shift another 11.
334   return ((sum_q24 >> 7) * 15625) >> 11;
335 }
336 
PeakFound() const337 bool DelayManager::PeakFound() const {
338   return peak_detector_.peak_found();
339 }
340 
UpdateCounters(int elapsed_time_ms)341 void DelayManager::UpdateCounters(int elapsed_time_ms) {
342   packet_iat_count_ms_ += elapsed_time_ms;
343   peak_detector_.IncrementCounter(elapsed_time_ms);
344   max_timer_ms_ += elapsed_time_ms;
345 }
346 
ResetPacketIatCount()347 void DelayManager::ResetPacketIatCount() { packet_iat_count_ms_ = 0; }
348 
349 // Note that |low_limit| and |higher_limit| are not assigned to
350 // |minimum_delay_ms_| and |maximum_delay_ms_| defined by the client of this
351 // class. They are computed from |target_level_| and used for decision making.
BufferLimits(int * lower_limit,int * higher_limit) const352 void DelayManager::BufferLimits(int* lower_limit, int* higher_limit) const {
353   if (!lower_limit || !higher_limit) {
354     LOG_F(LS_ERROR) << "NULL pointers supplied as input";
355     assert(false);
356     return;
357   }
358 
359   int window_20ms = 0x7FFF;  // Default large value for legacy bit-exactness.
360   if (packet_len_ms_ > 0) {
361     window_20ms = (20 << 8) / packet_len_ms_;
362   }
363 
364   // |target_level_| is in Q8 already.
365   *lower_limit = (target_level_ * 3) / 4;
366   // |higher_limit| is equal to |target_level_|, but should at
367   // least be 20 ms higher than |lower_limit_|.
368   *higher_limit = std::max(target_level_, *lower_limit + window_20ms);
369 }
370 
TargetLevel() const371 int DelayManager::TargetLevel() const {
372   return target_level_;
373 }
374 
LastDecoderType(NetEqDecoder decoder_type)375 void DelayManager::LastDecoderType(NetEqDecoder decoder_type) {
376   if (decoder_type == NetEqDecoder::kDecoderAVT ||
377       decoder_type == NetEqDecoder::kDecoderCNGnb ||
378       decoder_type == NetEqDecoder::kDecoderCNGwb ||
379       decoder_type == NetEqDecoder::kDecoderCNGswb32kHz ||
380       decoder_type == NetEqDecoder::kDecoderCNGswb48kHz) {
381     last_pack_cng_or_dtmf_ = 1;
382   } else if (last_pack_cng_or_dtmf_ != 0) {
383     last_pack_cng_or_dtmf_ = -1;
384   }
385 }
386 
SetMinimumDelay(int delay_ms)387 bool DelayManager::SetMinimumDelay(int delay_ms) {
388   // Minimum delay shouldn't be more than maximum delay, if any maximum is set.
389   // Also, if possible check |delay| to less than 75% of
390   // |max_packets_in_buffer_|.
391   if ((maximum_delay_ms_ > 0 && delay_ms > maximum_delay_ms_) ||
392       (packet_len_ms_ > 0 &&
393        delay_ms >
394            static_cast<int>(3 * max_packets_in_buffer_ * packet_len_ms_ / 4))) {
395     return false;
396   }
397   minimum_delay_ms_ = delay_ms;
398   return true;
399 }
400 
SetMaximumDelay(int delay_ms)401 bool DelayManager::SetMaximumDelay(int delay_ms) {
402   if (delay_ms == 0) {
403     // Zero input unsets the maximum delay.
404     maximum_delay_ms_ = 0;
405     return true;
406   } else if (delay_ms < minimum_delay_ms_ || delay_ms < packet_len_ms_) {
407     // Maximum delay shouldn't be less than minimum delay or less than a packet.
408     return false;
409   }
410   maximum_delay_ms_ = delay_ms;
411   return true;
412 }
413 
least_required_delay_ms() const414 int DelayManager::least_required_delay_ms() const {
415   return least_required_delay_ms_;
416 }
417 
base_target_level() const418 int DelayManager::base_target_level() const { return base_target_level_; }
set_streaming_mode(bool value)419 void DelayManager::set_streaming_mode(bool value) { streaming_mode_ = value; }
last_pack_cng_or_dtmf() const420 int DelayManager::last_pack_cng_or_dtmf() const {
421   return last_pack_cng_or_dtmf_;
422 }
423 
set_last_pack_cng_or_dtmf(int value)424 void DelayManager::set_last_pack_cng_or_dtmf(int value) {
425   last_pack_cng_or_dtmf_ = value;
426 }
427 }  // namespace webrtc
428