M Karbasi, D Kolossa - Hearing Research, 2022 - Elsevier
Various types of methods and approaches are available to predict the intelligibility of speech signals, but many of these still suffer from two major problems: first, their required prior …
RE Zezario, SW Fu, F Chen, CS Fuh… - … on Audio, Speech …, 2022 - ieeexplore.ieee.org
This study proposes a cross-domain multi-objective speech assessment model, called MOSA-Net, which can simultaneously estimate the speech quality, intelligibility, and …
The perceptual task of speech quality assessment (SQA) is a challenging task for machines to do. Objective SQA methods that rely on the availability of the corresponding clean …
With the advances in speech communication systems such as online conferencing applications, we can seamlessly work with people regardless of where they are. However …
Computational objective metrics that use reference signals have been shown to be effective forms of speech assessment in simulated environments, since they are correlated with …
The objective speech quality assessment is usually conducted by comparing received speech signal with its clean reference, while human beings are capable of evaluating the …
Z Tu, N Ma, J Barker - arXiv preprint arXiv:2204.04288, 2022 - arxiv.org
Non-intrusive intelligibility prediction is important for its application in realistic scenarios, where a clean reference signal is difficult to access. The construction of many non-intrusive …
YW Chen, Y Tsao - arXiv preprint arXiv:2111.02585, 2021 - arxiv.org
Speech intelligibility and quality assessment models are essential tools for researchers to evaluate and improve speech processing models. However, only a few studies have …
Many audio processing tasks require perceptual assessment. However, the time and expense of obtaining``gold standard''human judgments limit the availability of such data …