Decodability Is Not Controllability: Local and Anisotropic Speaker Control in Continuous-Latent TTS

Yuanzhong Zheng, Wei Huang, Ming Ma +2

High linear decodability does not entail causal controllability in continuous-latent text-to-speech (TTS). In VoxCPM2, position-matched probes and equal-norm interventions across 3…