ANSI ATIS 0100521-2005 Packet Loss Concealment for Use with ITU-T Recommendation G.711.pdf

1、 AMERICAN NATIONAL STANDARD FOR TELECOMMUNICATIONS ATIS-0100521.2005(R2015) Packet Loss Concealment for Use with ITU-T Recommendation G.711 As a leading technology and solutions development organization, ATIS brings together the top global ICT companies to advance the industrys most-pressing busines

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11、ation involves only the receiver. No modifications are required at the transmitting end. The Annexes provide example code; how-ever, other implementations of the individual algorithms are possible. The performance of the methods defined in this stan-dard has been demonstrated in subjective listening

12、 tests; the Annex A and Annex B methods are subjectively equivalent for the range of conditions tested. Annex A describes a low-complexity, high-quality Packet Loss Concealment algorithm. In informal listening tests it performs well under a variety of input signal conditions: clean speech, noisy spe

13、ech, music, and background noises, and compares fa-vorably with the Packet Loss Concealment algorithms in several of the CELP-based speech coders standardized by the ITU-T. Annex B describes a technique that employs linear prediction to estimate missing speech and uses the resultant vocal tract mode

14、l output and excitation information to reconstruct the signal contained in missing packets. Formal subjective tests have been performed to evaluate this technique and unprotected G.711, using packet losses up to 10%, packet sizes up to 40 ms, and with clean and noisy speech. The results show signifi

15、cant benefit from the application of this technique compared to un-protected G.711. The Alliance for Telecommunication Industry Solutions (ATIS) serves the public through improved understanding between carriers, customers, and manufacturers. The Alliance for Telecommunication Industry Solutions (ATI

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19、ion are specified for the same criterion, the recommendation represents a goal currently identifiable as having distinct compatibility or performance advantages. Suggestions for improvement of this document are welcome. They should be sent to the Alliance for Telecommunications Industry Solutions, P

20、RQC Secretariat, 1200 G Street NW, Suite 500, Washington, DC 20005. ATIS-0100521.2005 iii At the time it approved this document, PRQC, which is responsible for the development of this Standard, had the following members: R. Wohlert, PRQC Chair N. Seitz, PRQC Vice-Chair S. Carioti, ATIS Disciplines S

21、. Barclay, ATIS Secretariat C. Underkoffler, ATIS Chief Editor M. Perkins and L. Thorpe, PRQC Technical Editors Organization Represented Name of Representative Alcatel USA Inc. Ken Biholar ASTRI Jacky Chow AT all users of this American National Standard are therefore encouraged to investigate the po

22、ssibility of applying the most recent edition of the standards listed below. ATIS-0100521.2005 2 ITU-T Recommendation G.711 (11/88), Pulse code modulation (PCM) of voice frequencies.13 ABBREVIATIONS CELP Code-Excited Linear Prediction OLA Overlap-Add PLC Packet Loss Concealment TD-PSOLA Time Domain

23、Pitch Synchronous Overlap Add WSOLA Waveform Similarity Overlap Add 4 DEFINITIONS 4.1 Packet Loss: Loss or corruption of speech segments (packets) during transmission. 4.2 Packet Loss Concealment: A method for reconstructing speech segments that have been lost or corrupted during transmission. 5 CON

24、VENTIONS In this Standard, we use “G.711” as shorthand for ”ITU-T Recommendation G.711” to improve read-ability. For the same reason, ”erasure” is used to refer to a sequence of one or more lost packets. 6 PACKET LOSS CONCEALMENT FOR G.711 This standard presumes an audio system design where the inpu

25、t signal is encoded and packetized at the transmitter and sent over a network to a receiver that decodes the packet and plays out the output. Packet Loss Concealment (PLC) algorithms are intended to reduce the impairment caused when speech packets are lost or damaged during transmission. Many of the

26、 standard CELP-based speech coders, such as those defined in ITU-T Recommendations G.723.1, G.728, and G.729, have frame erasure con-cealment algorithms that are either built-in or defined as added features in their standards. The objec-tive of PLC is similar to that of frame erasure concealment, na

27、mely to generate a synthetic speech signal to replace the missing speech signal that was contained in the lost packets or frames. Ideally, the syn-thesized signal has the same timbre and spectral characteristics as the missing signal, and does not cre-ate unnatural artifacts. Since speech signals ar

28、e often locally stationary, it is possible to use the past his-tory of the signal to generate a reasonable approximation to the missing segment. If the duration of lost packets (i.e., an erasure) is short, and does not occur in a region where the signal is changing rapidly, the erasures may be inaud

29、ible after concealment. The PLC technique described in Annex A to this standard recognizes and goes beyond earlier work performed on pitch waveform replication techniques designed to conceal lost packets 3, 4. Generating 1This document is available from the International Telecommunications Union. AT

30、IS-0100521.2005 3 synthesized speech to replace lost packets has similarities to time-scale expanding of speech. In both cases, the goal is to generate synthetic signals near a region of original speech. Over the last decade, several elegant, high-quality and low-complexity techniques, such as WSOLA

31、 1 and TD-PSOLA 2, have been devised for time-scaling. The PLC method described in Annex A benefits from these well-known time-scaling techniques. The PLC algorithm described in Annex B to this standard uses the well-known linear predictive model of speech production that is widely used in low bit-r

32、ate speech coding. The algorithm estimates the spectral characteristics of a missing segment, and then synthesizes a high-quality approximation to the missing segment using this production model. Unlike CELP-based coders, G.711 has no model of speech production i.e., there is nothing in the en-coder

33、 to help the decoder with the concealment. Hence, the concealment algorithm for G.711 will be independent of the encoder. This implies that the PLC adds computational complexity, memory re-quirements, and delay to the decode process of G.711. This standard recognizes that G.711 is likely to operate

34、in computationally sparse environments. Thus, the computational and memory requirements of PLC are minimized. On the other hand, G.711 has the advantage that the signal returns to the origi-nal signal at the first sample in the first good packet after an erasure. With CELP-based coders, the de-coder

35、s state variables take time to recover after an erasure, especially if the coder is backward adap-tive. Thus, PLC in G.711 has the ability to recover rapidly after an erasure is over. ATIS-0100521.2005 4 Annex A (Normative) A REVERSE ORDER REPLICATED PITCH PERIODS (RORPP) ALGORITHM The PLC technique

36、 defined in this Annex, called Reverse Order Replicated Pitch Periods (RORPP), is scal-able with respect to the size of the packets. It is capable of concealing lost packets when the packets in-clude up to 30 ms of speech, and is effective when packet loss rates are as high as 20%. Annoying im-pairm

37、ents such as clicks, pops, and harshness are minimized, though intelligibility may suffer when packet loss rates are high. A.1 Algorithm Description To add PLC to a G.711 system that currently does not conceal losses, changes are only required in the receiver. In the following discussion, it is assu

38、med that the coder is G.711, the audio input signal is sampled at 8 kHz, and each packet contains 10 ms (80 samples) of audio. Any packet size or sampling rate can be accommodated by adjusting a few parameters. A.1.1 Good Packets During normal operation (good packets), the receiver decodes the recei

39、ved packet and sends its output to the audio port. To support PLC, two operational changes are required at the receiver: 1. A copy of the decoded output is saved in a circular history buffer that is 48.75 ms (390 samples) long. The history buffer is used to calculate the current pitch period and ext

40、ract waveforms dur-ing a sequence of lost packets (i.e., an erasure). 2. The output is delayed by 3.75 ms (30 samples) before it is sent to the audio port. This algorithm de-lay is used for an overlap add (OLA) at the start of an erasure and allows the PLC code to make a smooth transition between th

41、e real and synthesized signals. A.1.2 First Lost Packet At the start of an erasure (when a packet loss is first detected), the circular history buffer is copied to a non-circular buffer, called the pitch buffer, that is easier to work with. The contents of the pitch buffer are used for the duration

42、of the erasure. An additional copy of the most recent 1/4 pitch period, called the last_quarter buffer, is made to allow for the case where the erasure lasts longer than 10 ms. A.1.3 Pitch Detection The pitch is estimated by finding the peak of the normalized cross-correlation of the most recent 20

43、ms of speech in the history buffer, with the previous speech at taps from 5 (40 samples) to 15 ms (120 sam-ples), corresponding to frequencies of 200 to 66 Hz. The pitch range was chosen based on a range used in the post-filter used in ITU-T Rec. G.728. While G.728 uses a lower bound of 2.5 ms (20 s

44、amples), here ATIS-0100521.2005 5 it is increased to 40 samples so the same pitch period is not repeated more than twice in a single 10 ms erasure. To lower complexity, the pitch estimation is calculated in two phases. First, a coarse search is performed on a 2:1 decimated signal, and then a finer s

45、earch is performed in the vicinity of the peak of the coarse search. The complexity can be lowered with a slight degradation in quality by skipping the fine search. From WSOLA 1, it is known that the normalized cross-correlation function can be replaced with ei-ther a non-normalized cross correlatio

46、n, or a cross-Average Magnitude Difference Function (AMDF) and similar results will be obtained. A.1.4 Synthetic Signal Generation for First 10 ms For the first 10 ms of lost speech, the best results are obtained by generating the synthesized signal from the last pitch period, with no attenuation. O

47、nly the most recent 1.25 pitch periods of the pitch buffer are used during the first 10 ms. To ensure a smooth transition between the real and synthetic signal, and a smooth transition if the pitch period is repeated multiple times, an OLA is performed with a triangular window on 1/4 of the pitch pe

48、riod between the last and next to last pitch period. For 1/4 pitch period, the signal starting at 1.25 pitch periods from the end of the pitch buffer is multiplied by an up-sloping ramp and is added to the last 0.25 pitch period in the last_quarter buffer multi-plied by a down-sloping ramp. If compl

49、exity is not an issue, the triangular windows may be replaced with Hanning windows in all OLA operations. The result of the OLA replaces both the tail of the pitch buffer and the tail of the history buffer. It is also output by the receiver during the tail of the last good packet, replacing the original signal. This intro-duces the algorithm delay; the tail of the last packet cannot be output until it is known whether the next packet is lost. If a packet loss occurs, the signal in the tail of the last good packet is modified by the OLA to ensure a smooth transition