DocumentCode :
2718146
Title :
Packet loss replacement in voip using a recursive low-order autoregressive model-based speech
Author :
Miralavi, Seyed Reza ; Ghorshi, Seyed ; Mortazavi, Mohammad ; Choupan, Jeiran
Author_Institution :
Sch. of Sci. & Eng., Sharif Univ. of Technol., Tehran, Iran
fYear :
2011
fDate :
22-25 March 2011
Firstpage :
1
Lastpage :
4
Abstract :
In real-time packet-based communication systems one major problem is misrouted or delayed packets which results in degraded perceived voice quality. When some speech packets are not available on time, the packet is known as lost packet in real-time communication systems. The easiest task of a network terminal receiver is to replace silence for the duration of lost speech segments. In a high quality communication system in order to avoid quality reduction due to packet loss a suitable method and/or algorithm is needed to replace the missing segments of speech. In this paper, we introduce a recursive low order autoregressive (AR) model for replacement of lost speech segment. The evaluation results show that this method has a lower mean square error (MSE) and low complexity compared to the other efficient methods like high-order AR model without any substantial degradation in perceived voice quality.
Keywords :
Internet telephony; autoregressive processes; mean square error methods; speech processing; VOIP; delayed packets; mean square error; network terminal receiver; packet loss replacement; real-time packet-based communication systems; recursive low-order autoregressive model-based speech; speech packets; voice quality; Approximation methods; Complexity theory; Mathematical model; Mean square error methods; Predictive models; Speech; Speech coding; Linear Prediction; Low order Autoregressive; Mean Square Error; Packet Loss; VoIP;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Systems, Signals and Devices (SSD), 2011 8th International Multi-Conference on
Conference_Location :
Sousse
Print_ISBN :
978-1-4577-0413-0
Type :
conf
DOI :
10.1109/SSD.2011.5981485
Filename :
5981485
Link To Document :
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