作者位次 #8/9ACL 2026Findings· Findings of ACL
M el T rim: Coarse-to-Fine Data Pruning for Speech Classification
Shaobo Wang · Tianle Niu · Xuan Ouyang · Xintong Li · Zhengkun Ge · Yue Min · Xiaoqian Liu · Hankun Wang · Linfeng Zhang
摘要
Dataset Pruning (DP) aims to construct a coreset that achieves performance comparable to the original, full dataset. However, few studies have explored DP in the context of Speech Classification (SC) tasks. Unlike image or text classification, SC is particularly challenging due to the difficulty...