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#disfluency

ASR-Style Transcript Normalization Removes Useful Pragmatic Signal for Dialogue Act Classification

arXiv cs.CL ↗ · 2026-10-19 Cached

该论文评估了 ASR 转录文本归一化(如去除填充停顿、标点)对对话行为分类的影响,发现重度归一化会在多个模型与语料库上一致降低 Macro-F1,主张应采用任务相关的选择性归一化而非一刀切处理。

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#disfluency

Learning to Hear Hesitation: Continual Learning for Disfluency-Aware ASR

arXiv cs.CL ↗ · 2026-06-15 Cached

This paper proposes a continual learning approach to integrate disfluency tokens into pretrained ASR models, addressing catastrophic forgetting and improving recognition of disfluent speech.

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