<translate> Because different applications carry different designs, Hutiris team is critical of a one-size-fits-all structure in studying bias. Voice biometrics bias is innately context and application-specific. If we test the technology without knowing which scenarios have been considered by the developers, then we fall into an assumptions pitfall. Instead, she proposes ...product design transparency and accessibility of test evaluations. <swh>Kwa sababu programu tofauti husheheni miundo tofauti, timu ya Hutiri inasuta muundo wa kimo-kimoja-husitiri kila kitu katika kutafiti upendeleo.Upendeleo wa bayometriki ya sauti ni wenye muktadha asili na matumizi mahsusi. Iwapo tutaifanyia majaribio teknolojia bila kujua ni hali zipi zimezingatiwa na wasanidi programu, basi tutaanguka katika mtego wa kukisia. Badala yake, anapendekeza ... uwazi wa muundo wa bidhaa na ufikiaji wa tathmini ya majaribio. 