The BUT team and Omilia continue their collaboration in the field of speaker recognition. We will concentrate on designing and training state-of-the-art speaker embedding models and embedding modeling techniques addressing the challenging scenarios brought up by recent NIST speaker recognition evaluations such as transmission channel and language mismatch or mixture of narrowband and wideband data.