<translate> For a comprehensive write-up on our Linguists Engagement and subsequent outputs, read our paper, Corpus Development of Kiswahili Speech Recognition Test and Evaluation sets, Preemptively Mitigating Demographic Bias Through Collaboration with Linguists. <swh>Kwa uandishi wa kina kuhusu Ushirikiano wa Wanaisimu na matokeo yanayofuatia, soma karatasi yetu, Corpus Development of Kiswahili Speech Recognition Test and Evaluation sets, Preemptively Mitigating Demographic Bias Through Collaboration with Linguists. 