Perceptual Quality of Audio-Visual Content with Common Video and Audio Degradations

Author:

Becerra Martinez HelardORCID,Hines AndrewORCID,Farias Mylène C. Q.ORCID

Abstract

Audio-visual quality assessment remains as a complex research field. A great effort is being made to understand how visual and auditory domains are integrated and processed by humans. In this work, we analyzed and compared the results of three psychophisical experiments that collected quality and content scores given by a pool of subjects. The experiments include diverse content audio-visual material, e.g., Sports, TV Commercials, Interviews, Music, Documentaries and Cartoons, impaired with several visual (bitrate compression, packet-loss, and frame-freezing) and auditory (background noise, echo, clip, chop) distortions. Each experiment explores a particular domain. In Experiment 1, the video component was degraded with visual artifacts, meanwhile, the audio component did not suffer any type of degradation. In Experiment 2, the audio component was degraded while the video component remained untouched. Finally, in Experiment 3 both audio and video components were degraded. As expected, results confirmed a dominance of the visual component in the overall audio-visual quality. However, a detailed analysis showed that, for certain types of audio distortions, the audio component played a more important role in the construction of the overall perceived quality.

Funder

Conselho Nacional de Desenvolvimento Científico e Tecnológico

Coordenação de Aperfeiçoamento de Pessoal de Nível Superior

Fundação de Apoio à Pesquisa do Distrito Federal

Science Foundation Ireland

European Regional Development Fund

Publisher

MDPI AG

Subject

Fluid Flow and Transfer Processes,Computer Science Applications,Process Chemistry and Technology,General Engineering,Instrumentation,General Materials Science

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1. Integrating fuzzy C-means clustering and fuzzy inference system for audiovisual quality of experience;International Journal of Information Technology;2023-11-07

2. Value Assessment of UGC Short Videos through Element Mining and Data Analysis;Applied Sciences;2023-08-19

3. Influence of Multi-Modal Interactive Formats on Subjective Audio Quality and Exploration Behavior;Proceedings of the 2023 ACM International Conference on Interactive Media Experiences;2023-06-12

4. The Role of Audio in Visual Perception of Quality;HCI International 2023 – Late Breaking Papers;2023

5. See hear now: is audio-visual QoE now just a fusion of audio and video metrics?;2022 14th International Conference on Quality of Multimedia Experience (QoMEX);2022-09-05

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