Preprint
Jul 2026
Rethinking Speech Foundation Model Fine-tuning: Better SFT or Better Match?
It is suggested that many reported downstream gains reflect instance and seed dependent elicitation match, rather than universally improving the attainable performance ceiling, in self-supervised fine-tuning.
Wangjin Zhou, Yizhou Zhang, Yichi Wang et al.
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