<translate> Ndani ya mradi wa Common Voice, kazi yetu inajumuisha uundaji wa seti ndogo za seti ya data ya Kiswahili ambazo zinawakilisha lahaja ndogo na lahaja nyingi zinazojumuisha Kiswahili Sanifu. Kusudi kuu la seti hizi ndogo ni kutuwezesha kutathmini kwa kiasi jinsi miundo yetu na programu za mkondo wa chini zinavyofanya kazi kwenye demografia zinazozungumza lahaja zinazohusiana na anuai. <eng>
Within the Common Voice project, our work includes the development of subsets of the Kiswahili dataset that are representative of smaller dialects and variants with the majority of the dataset constituting Kiswahili Sanifu. The main purpose of these subsets is to enable us to quantitatively evaluate how our models and downstream applications perform on demographics that speak related dialects and variants. 