AI RESEARCH
RAS: a Reliability Oriented Metric for Automatic Speech Recognition
arXiv CS.AI
•
ArXi:2604.24278v2 Announce Type: cross Automatic speech recognition systems often produce confident yet incorrect transcriptions under noisy or ambiguous conditions, which can be misleading for both users and downstream applications. Standard evaluation based on Word Error Rate focuses solely on accuracy and fails to capture transcription reliability. We