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This paper describes the fifth edition of the Multi-Genre Broadcast Challenge , an evaluation focused on Arabic speech recognition and dialect identification. MGB-5 extends the previous MGB-3 challenge in two ways: first it focuses on Moroccan Arabic speech recognition; second the granularity of the Arabic dialect identification task is increased from 5 dialect classes to 17, by collecting data from 17 Arabic speaking countries. Both tasks use YouTube recordings to provide a multi-genredoi:10.1109/asru46091.2019.9003960 dblp:conf/asru/AliSSMAGRC19 fatcat:ozijlgh5lnhxvnkerpqzijacsa