2025
Investigating Prosodic Signatures via Speech Pre-Trained Models for Audio Deepfake Source Attribution
ACL 2025finding
In this work, we investigate various state-of-the-art (SOTA) speech pre-trained models (PTMs) for their capability to capture prosodic sig-natures of the generative sources for audio deepfake source attribution (ADSD). These prosodic characteristics can be considered oneof major signatures for ADSD,…