Revisiting Label-Free Speaker Embedding Enhancement with vMF Profile Likelihood

Seunghwan Kim, Jinyong Kim, Sooyoung Yang +2

Embedding enhancement improves speaker verification under acoustic mismatch without modifying a frozen backbone. Recent work has established a practical label-free setting for this…