MOS-Bench benchmark shows that existing SSQA models struggle with out-of-domain generalization and that training on multiple diverse datasets improves robustness.
NISQA: A Deep CNN-Self-Attention Model for Multidimensional Speech Quality Pre- diction with Crowdsourced Datasets
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MOS-Bench: Benchmarking Generalization Abilities of Subjective Speech Quality Assessment Models
MOS-Bench benchmark shows that existing SSQA models struggle with out-of-domain generalization and that training on multiple diverse datasets improves robustness.