From Dialect Gaps to Identity Maps: Tackling Variability in Speaker Verification. - Abdulhady Abas Abdullah; Soran Badawi; Dana A Abdullah; Dana Rasul Hamad; Hanan Abdulrahman Taher; Sabat Salih Muhamad; Aram Mahmood Ahmed; Bryar Ahmad Hassan; Sirwan A. Aula; Tarik A. Rashid (CoRR, 2025)