Master’s thesis by " Olivia Khalil Oraha Dawood" Department of Computer Science Discussion of the master’s thesis in the College of Computer Science and Mathematics -Department of Computer Science entitled: “Machine Learning Model for Kinship Detection Based on Voice” supervised by Dr. Yusra Faisal Mohammad The thesis addressed kinship verification based on voice signals by using machine learning and deep learning techniques to identify shared vocal characteristics among family members. The study addressed the establishment of a new voice dataset collected from real families (Kin-FVs), and the extraction of complementary speech representations using Colored Log-Mel Spectrograms and Self-Supervised Learning (SSL), along [Read More]