Frozen SSL-Transformer embeddings generalize better than fine-tuned SSL or ViViT for cross-corpus MOS prediction, matching specialized SOTA on URGENT 2024 with MSE 0.36.
Tcd-voip, a research database of degraded speech for assessing quality in voip applications, in: 2015 Seventh International Workshop on Quality of Multimedia Experience (QoMEX), pp
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Evaluating SSL and ViViT Architectures for Cross-Corpus Audio MOS Prediction via LODO Validation
Frozen SSL-Transformer embeddings generalize better than fine-tuned SSL or ViViT for cross-corpus MOS prediction, matching specialized SOTA on URGENT 2024 with MSE 0.36.