Is Word Error Rate Enough? Rethinking Privacy Evaluation in Speech with Entity-Aware Metrics

As the use of smart devices continues to increase, their potential to capture sensitive speech content raises growing privacy concerns. It is therefore critical to develop techniques that prevent information leakage while preserving the utility of the audio, and evaluation metrics that accurately qu