2009Unpublished venueRequires access

A speech packet loss concealment algorithm using real-time speech quality measurement and redundancy coding

Jin Ah Kang, Hong Kook Kim

Open publisher page 1 citations

Abstract

In this paper, a new speech packet loss concealment (PLC) algorithm is proposed for improving speech quality within real-time wideband speech streaming systems over IP networks. In order to guarantee seamless speech quality within wideband speech streaming systems, the proposed PLC algorithm first estimates a packet loss rate (PLR) and then requests a sender to transmit redundant speech data when estimated PLR is assumed to be high. In particular, PLR is estimated by utilizing real-time speech quality measurement at the receiver side of the streaming system. Such PLR estimation is effective in two aspects. First, speech quality under real-time streaming is mostly correlated with PLR. Second, speech quality is measured as a mean opinion score (MOS) which is considered a clearer indicator of speech quality than any other parameter. Based on the estimated PLR, the proposed PLC algorithm controls the bit-rate of a wideband speech codec. That is, when the PLR is estimated to be high, a speech packet of the current frame combines the streams of the current and future frames in order to assist a speech decoder to reconstruct speech signals from the packet of the previous frame. On the other hand, when a low PLR is estimated, the speech packet consists of the current frame streams alone. The effectiveness of the proposed PLC algorithm is demonstrated by using the adaptive multi rate-wideband (AMR-WB) codec and ITU-T Recommendation P.563 as a wideband speech codec and an objective speech quality measurement method, respectively. It is shown from the experiments that a wideband speech streaming system employing the proposed PLC algorithm significantly improves wideband speech quality under packet loss conditions.

About this research paper

What this paper is about

In this paper, a new speech packet loss concealment (PLC) algorithm is proposed for improving speech quality within real-time wideband speech streaming systems over IP networks. In order to guarantee seamless speech quality within wideband speech streaming systems, the proposed PLC algorithm first estimates a packet loss rate (PLR) and then requests a sender to transmit redundant speech data when estimated PLR is assumed to be high. In particular, PLR is estimated by utilizing real-time speech quality measurement at the receiver side of the streaming system. Such PLR estimation is effective in two aspects. First, speech quality under real-time streaming is mostly correlated with PLR. Second, speech quality is measured as a mean opinion score (MOS) which is considered a clearer indicator of speech quality than any other parameter. Based on the estimated PLR, the proposed PLC algorithm controls the bit-rate of a wideband speech codec. That is, when the PLR is estimated to be high, a speech packet of the current frame combines the streams of the current and future frames in order to assist a speech decoder to reconstruct speech signals from the packet of the previous frame. On the other hand, when a low PLR is estimated, the speech packet consists of the current frame streams alone. The effectiveness of the proposed PLC algorithm is demonstrated by using the adaptive multi rate-wideband (AMR-WB) codec and ITU-T Recommendation P.563 as a wideband speech codec and an objective speech quality measurement method, respectively. It is shown from the experiments that a wideband speech streaming system employing the proposed PLC algorithm significantly improves wideband speech quality under packet loss conditions.

Why it matters

OpenAlex reports 1 citations for this work. Citation counts describe recorded attention and do not establish research quality.

Key contribution

A contribution statement is not available in the OpenAlex record.

Method / approach

Method details are not available in the OpenAlex metadata.

Main findings

Findings are not separately available in the OpenAlex metadata.

Limitations

Limitations are not available in the OpenAlex metadata.

Applications

Application details are not available in the OpenAlex metadata.

Available abstract

In this paper, a new speech packet loss concealment (PLC) algorithm is proposed for improving speech quality within real-time wideband speech streaming systems over IP networks. In order to guarantee seamless speech quality within wideband speech streaming systems, the proposed PLC algorithm first estimates a packet loss rate (PLR) and then requests a sender to transmit redundant speech data when estimated PLR is assumed to be high. In particular, PLR is estimated by utilizing real-time speech quality measurement at the receiver side of the streaming system. Such PLR estimation is effective in two aspects. First, speech quality under real-time streaming is mostly correlated with PLR. Second, speech quality is measured as a mean opinion score (MOS) which is considered a clearer indicator of speech quality than any other parameter. Based on the estimated PLR, the proposed PLC algorithm controls the bit-rate of a wideband speech codec. That is, when the PLR is estimated to be high, a speech packet of the current frame combines the streams of the current and future frames in order to assist a speech decoder to reconstruct speech signals from the packet of the previous frame. On the other hand, when a low PLR is estimated, the speech packet consists of the current frame streams alone. The effectiveness of the proposed PLC algorithm is demonstrated by using the adaptive multi rate-wideband (AMR-WB) codec and ITU-T Recommendation P.563 as a wideband speech codec and an objective speech quality measurement method, respectively. It is shown from the experiments that a wideband speech streaming system employing the proposed PLC algorithm significantly improves wideband speech quality under packet loss conditions.

Key concepts: Computer science, Wideband audio, Codec2, Speech coding, PSQM, Voice activity detection, Adaptive Multi-Rate audio codec, Speech recognition

Related papers

Back to paper searchBrowse research topicsOriginal source
A speech packet loss concealment algorithm using real-time speech quality measurement and redundancy coding — Research Paper | ScholarLens