Manifold-Constrained Residual Adaptation with Frame-Adaptive Layer Aggregation for Speaker Verification.

arXiv:2610.25892v1 Announce Type: cross Abstract: Large self-supervised speech models provide powerful representations for speaker verification, but full fine-tuning is expensive. Most conventional adapters insert small trainable modules to modify the output o