Hearing loss affects around 5% of the global population. Two preliminary studies have described genetic variants in sporadic individuals with hearing loss from Pakistan. Here we extend these studies to determine the spectrum of variants in a cohort of individuals with no previous history of hearing loss. Individuals with hearing loss born to consanguineous couples were identified from special schools. Audiograms were assessed. DNA from participants negative for GJB2 pathogenic variants was subjected to exome sequencing. Data were filtered to include variants with frequencies < 0.01 in the public databases. The effects of the missense variants on respective amino acids were analyzed by using PyMol software. Among the 44 participants, hearing loss was moderate for two individuals; 14 exhibited moderately-severe hearing loss while 25 had a severe degree of hearing loss. Hearing loss was reported to have been progressive in four participants and was currently profound in three participants. Variants were unambiguously identified in 17 genes, of which the majority affected SLC26A4. CDH23, MYO15A and OTOF were other significant contributors. Deleterious variants detected in two genes suggest new associations for hearing loss. Molecular characterization of hearing loss in our cohort revealed high genetic heterogeneity with a 75% diagnostic rate.