Quantifying Dimensional Independence in Speech: An Information-Theoretic Framework for Disentangled Representation Learning

Bipasha Kashyap, Björn W. Schuller, Pubudu N. Pathirana

Speech signals encode emotional, linguistic, and pathological information within a shared acoustic channel; however, disentanglement is typically assessed indirectly through downst…