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Synthetic heart sounds generated by a diffusion model retain classification accuracy but miss critical abnormal acoustic features, highlighting a gap in current generation techniques.
Overlooking high-frequency information in multi-rate speech can significantly hinder speech quality assessment, but SA-SSL-MOS shows how to leverage it for improved generalization.