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Sankalp Parashar

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Preprint Oct 2026

Ask, Don't Guess: Targeted Clarification for Speech Recognition Errors

Speech recognition in real time in far-field conversational settings still incurs significant errors. Identifying potential error spans during streaming ASR permits a recourse mechanism where the speaker can be asked to repeat the affected content under cleaner acoustic conditions. We propose PARDON, a new framework fo...

Sankalp Parashar, Preethi Jyothi, Sunita Sarawagi · 0 citations

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