In this study, we investigate the feasibility of utilizing state-of-the-art image perceptual
metrics for evaluating audio signals by representing them as spectrograms. The …

Perceptual audio quality assessment is a task that involves the characterization and
estimation of perceived quality of an audio signal. Many existing systems, depending on …

The topics of visual and audio quality assessment (QA) have been widely researched for
decades, yet nearly all of this prior work has focused only on single-mode visual or audio …

The development of audio-visual quality assessment models poses a number of challenges
in order to obtain accurate predictions. One of these challenges is the modelling of the …

Objective audio quality assessment is an interdisciplinary research area that incorporates
audiology and machine learning. Although much work has been made on the machine …

Over the past few decades, computational methods have been developed to estimate
perceptual audio quality. These methods, also referred to as objective quality measures, are …

The Perceptual Evaluation of Audio Quality (PEAQ) method as described in the International
Telecommunication Union (ITU) recommendation ITU-R BS. 1387 has been widely used for …

With the boom of social media communication, teleconferencing, and online classes,
audiovisual communication over bandwidth strained networks has become an integral part …

Good sound quality can indicate many positive aspects of a product such as robustness,
power, overall quality and may even be critical for the customer's decision to buy it or not …

Research into the prediction and analysis of perceived audio quality is hampered by the
scarcity of openly available datasets of audio signals accompanied by corresponding …