WavShape: Information-Theoretic Speech Representation Learning for Fair and Privacy-Aware Audio Processing

Oguzhan Baser, Ahmet Ege Tanriverdi, Kaan Kale +2

Speech embeddings often retain sensitive attributes such as speaker identity, accent, or demographic information, posing risks in biased model training and privacy leakage. We prop…