2 papers
cs.SD2026
PrefSQA: Pairwise Preference Prediction for Speech Quality Assessment and the Critical Role of High Quality Datasets
Junyi Fan, Donald S. Williamson
Mean opinion scores (MOS) are widely used for speech quality assessment, yet scalar labels are sensitive to rater variability and listening test differences. This introduces labeli…
eess.AS2025
AttentiveMOS: A Lightweight Attention-Only Model for Speech Quality Prediction
Imran E Kibria, Donald S. Williamson
Research in modeling subjective metrics for quality assessment has led to the development of no-reference speech models that directly operate on utterance waveforms to predict the…