Unsupervised Domain Adaptation for Audio Deepfake Detection with Modular Statistical Transformations

Urawee Thani, Gagandeep Singh, Priyanka Singh

Audio deepfake detection systems trained on one dataset often fail when deployed on data from different sources due to distributional shifts in recording conditions, synthesis meth…