This paper presents a successful application of deep learning for object recognition based on acoustic data. The shortcomings of previously employed approaches where handcrafted features describing the acoustic data are being used, include limiting the capability of the found representation to be widely applicable and facing the risk of capturing only insignificant characteristics for a task. I...

Millions of children around the world will have spent today toiling in unsafe, unjust, and unregulated conditions. From 2000, progress towards eliminating child labour all its forms was notable, but headway achieving this Sustainable Development Goal by 2025 has slowed, gains made probably be lost due to devastation wrought COVID-19 pandemic. The prospects for out education entrenched are despe...

the way to overcome current limitations in the generation of glucose-responsive insulin-producing cells is selective enrichment of the number of definitive endoderm (de) progenitor cells. sox17 is the marker of mesendoderm and definitive endoderm. the aim of the present research was to study the potential of sox17 knock-in cgr8 mouse embryonic stem (es) cells to differentiate into insulin produ...