A Nonlinear Regression Analysis Method for Frame Erasure Concealment in VoIP Networks

VoIP 망에서의 프레임손실은닉을 위한 비선형 회귀분석 기법

  • 최승호 (서울산업대학교 전자정보공학과) ;
  • 성호상 (삼성전자 종합기술원)
  • Received : 2009.09.07
  • Published : 2009.10.30

Abstract

Frame erasure is one of the most difficult problems in voice over IP (VoIP) networks and is a major source of speech quality degradation. In this paper, a frame erasure concealment algorithm based on nonlinear regression analysis is presented to minimize speech quality deterioration in code-excited linear prediction (CELP) based coders. We applied the proposed scheme to the ITU-T G.729 standard and obtained improved perceptual evaluation of speech quality (PESQ) scores compared to the conventional methods.

프레임 손실은 VoIP 망에서의 음질 저하의 주요 원인이다. 본 논문에서는 VoIP 망에서 주로 사용되는 CELP 기반 음성부호화기의 음질 저하를 최소화하기 위해 비선형 회귀분석 기반의 프레임손실은닉 알고리즘을 제안한다. 제안된 기법은 ITU-T G.729 표준 코덱에 적용되었으며, 기존 방법들에 비해 향상된 PESQ 성능을 보였다.

Keywords

References

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