Differentially Private Parameter-Efficient Fine-tuning for Large ASR Models

Hongbin Liu, Lun Wang, Om Thakkar +2

Large ASR models can inadvertently leak sensitive information, which can be mitigated by formal privacy measures like differential privacy (DP). However, traditional DP training is…