Automatic Audiovisual Asynchrony Measurement for Quality Assessment of Videoconferencing.

QoMEX(2023)

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摘要
Audiovisual asynchrony is a significant factor impacting the Quality of Experience (QoE), especially for interactive communication like video conferencing. In this paper, we propose a client-side approach to predict the delay between an audio and a video signal, using only the media signals from both streams. Features are extracted from the video and audio stream, respectively, and analyzed using a cross-correlation approach to determine the actual delay. Our approach predicts the delay with an accuracy of over 80% in a time frame of +/- 1 s. We further highlight the potential drawbacks of using a cross-correlation-based analysis and propose different solutions for practical implementations of a delay-based QoE metric.
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关键词
quality of experience,videoconferencing,audio-visual asynchrony
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