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基于聆听努力的体验质量评估

Listening Effort Informed Quality of Experience Evaluation.

作者信息

Sun Pheobe Wenyi, Hines Andrew

机构信息

QxLab, School of Computer Science, University College Dublin, Dublin, Ireland.

出版信息

Front Psychol. 2022 Jan 5;12:767840. doi: 10.3389/fpsyg.2021.767840. eCollection 2021.

Abstract

Perceived quality of experience for speech listening is influenced by cognitive processing and can affect a listener's comprehension, engagement and responsiveness. Quality of Experience (QoE) is a paradigm used within the media technology community to assess media quality by linking quantifiable media parameters to perceived quality. The established QoE framework provides a general definition of QoE, categories of possible quality influencing factors, and an identified QoE formation pathway. These assist researchers to implement experiments and to evaluate perceived quality for any applications. The QoE formation pathways in the current framework do not attempt to capture cognitive effort effects and the standard experimental assessments of QoE minimize the influence from cognitive processes. The impact of cognitive processes and how they can be captured within the QoE framework have not been systematically studied by the QoE research community. This article reviews research from the fields of audiology and cognitive science regarding how cognitive processes influence the quality of listening experience. The cognitive listening mechanism theories are compared with the QoE formation mechanism in terms of the quality contributing factors, experience formation pathways, and measures for experience. The review prompts a proposal to integrate mechanisms from audiology and cognitive science into the existing QoE framework in order to properly account for cognitive load in speech listening. The article concludes with a discussion regarding how an extended framework could facilitate measurement of QoE in broader and more realistic application scenarios where cognitive effort is a material consideration.

摘要

语音聆听的感知体验质量受认知处理的影响,并且会影响听众的理解、参与度和反应能力。体验质量(QoE)是媒体技术领域中使用的一种范式,通过将可量化的媒体参数与感知质量相联系来评估媒体质量。已建立的QoE框架提供了QoE的一般定义、可能的质量影响因素类别以及确定的QoE形成途径。这些有助于研究人员开展实验并评估任何应用的感知质量。当前框架中的QoE形成途径并未尝试捕捉认知努力效应,并且QoE的标准实验评估将认知过程的影响降至最低。QoE研究界尚未系统研究认知过程的影响以及如何在QoE框架中捕捉这些影响。本文回顾了听力学和认知科学领域中关于认知过程如何影响聆听体验质量的研究。从质量影响因素、体验形成途径和体验测量等方面,将认知聆听机制理论与QoE形成机制进行了比较。该综述促使人们提出一项建议,即将听力学和认知科学的机制整合到现有的QoE框架中,以便在语音聆听中恰当地考虑认知负荷。本文最后讨论了扩展框架如何能够在认知努力是重要考量因素的更广泛、更现实的应用场景中促进QoE的测量。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/0f1e/8766726/6cf454ca27fd/fpsyg-12-767840-g0001.jpg

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