Efficient Punctuation Restoration via Weighted Lookahead Scoring Method for Streaming ASR Systems 事件

Efficient Punctuation Restoration via Weighted Lookahead Scoring Method for Streaming ASR Systems arXiv:2606.05179v1 Announce Type: new Abstract: Punctuation restoration improves ASR (Automatic Speech Recognition) readability. However streaming ASR requires online decisions with limited future context. In streaming ASR, the system predicts punctuation incrementally, which makes generation-based approaches prone to latency and alignment failures under boundary-wise evaluation. This paper propose