Sri Rama Murty Kodukula Speech Information Processing Lab

Self-Supervised Source-Filter Model of Speech Production

Deep learning models of speech seldom represent the source-filter process by which speech is produced, relying instead on latent features with no physical correspondence to articulation or phonation. We propose SoFilNet, a self-supervised, differentiable Source-Filter Network that estimates the parameters of speech pro...