Analysis of XLS-R for Speech Quality Assessment

1 code implementation • 23 Aug 2023 • Bastiaan Tamm, Rik Vandenberghe, Hugo Van hamme

In online conferencing applications, estimating the perceived quality of an audio signal is crucial to ensure high quality of experience for the end user.

Cross-Lingual Transfer Learning for Alzheimer's Detection From Spontaneous Speech

no code implementations • 6 Mar 2023 • Bastiaan Tamm, Rik Vandenberghe, Hugo Van hamme

To fill this gap, the ADReSS-M challenge was organized.

Cross-Lingual Transfer Transfer Learning

Pre-trained Speech Representations as Feature Extractors for Speech Quality Assessment in Online Conferencing Applications

1 code implementation • 1 Oct 2022 • Bastiaan Tamm, Helena Balabin, Rik Vandenberghe, Hugo Van hamme

Speech quality in online conferencing applications is typically assessed through human judgements in the form of the mean opinion score (MOS) metric.