Title :
Source-based error mitigation for speech transmissions over erasure channels
Author :
Lopez-Oller, Domingo ; Gomez, Angel M. ; Perez-Cordoba, Jose L.
Author_Institution :
Dept. of Signal Theor., Telematic & Commun., Univ. of Granada, Granada, Spain
Abstract :
In this paper we present a new mitigation technique for lost speech frames transmitted over loss-prone packet networks. It is based on an MMSE estimation from the last received frame, which provides replacements not only for the LPC coefficients (envelope) but also for the residual signal (excitation). Although the method is codec-independent, it requires a VQ-quantization of the LPC coefficients and the residual. Thus, in this paper we also propose a novel VQ quantization scheme for the residual signal based on the minimization of the squared synthesis error. The performance of our proposal is evaluated over the iLBC codec in terms of speech quality using PESQ and MUSHRA tests. This new mitigation technique achieves a noticeable improvement over the legacy codec under adverse channel conditions with no increase of bitrate and without any delay in the decoding process.
Keywords :
Internet telephony; decoding; least mean squares methods; linear predictive coding; speech coding; LPC coefficients; MMSE estimation; MUSHRA test; PESQ test; VQ quantization scheme; adverse channel conditions; decoding process; erasure channels; iLBC codec; legacy codec; loss-prone packet networks; mitigation technique; residual signal; source-based error mitigation; speech frames; speech quality; speech transmissions; squared synthesis error minimization; voice-over-IP technology; Codecs; Databases; Packet loss; Proposals; Speech; Speech coding; LPC residual mitigation; MMSE; frame erasure; iLBC; packet loss concealment; speech coding; speech source modeling;
Conference_Titel :
Signal Processing Conference (EUSIPCO), 2014 Proceedings of the 22nd European
Conference_Location :
Lisbon