A three-stage pseudo-labeling and contrastive learning framework achieves average SRCC of 0.761 on five unseen dysarthric speech datasets for robust severity estimation.
Speech Quality Assessment Speech quality assessment (SQA) aims to predict perceived speech quality, typically represented by a mean opinion score (MOS)
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Something from Nothing: Data Augmentation for Robust Severity Level Estimation of Dysarthric Speech
A three-stage pseudo-labeling and contrastive learning framework achieves average SRCC of 0.761 on five unseen dysarthric speech datasets for robust severity estimation.