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Speech Resources

We aim to create a difference in the Arabic speech resources
The only fear they entertain of 
attack is from the green Martians
or of progress.
The only fear they entertain of attack is from the green Martians or some demented red man, as all Barsoomians realize that the very existence of every form of life of Mars is dependent upon the uninterrupted working of this plant. 
 As we approached the palace I could see through the great windows of the first floor into the brilliantly illuminated audience chamber of Than Kosis. The immense hall was crowded with nobles and their women, as though some important function was in progress. There was not a guard in sight without the palace, due, I presume, to the fact that the city and palace walls were considered impregnable, and so I came close and peered within.As we approached the palace brilliantly illuminated audience chamber of Than Kosis.
Arabic Speech has been added to the data,  the 1,200 hours from Aljazeera TV programs have been manually captioned with no timing information
Subtasks were ASR and alignment

Dialectal Arabic Speech has been added to the data. The chosen Arabic dialect for the MGB-3 is Egyptian. Given that dialectal Arabic has no orthographic rules.
Subtasks were ASR (Egyptian dialect) and Dialect ID (5 classes)

Moroccan speech has been added to the data. The task of Moroccan ASR comprises 14 hours of speech extracted from 93 YouTube videos distributed across seven genres.

The grapheme-based Arabic speech lexicon is 1:1 word to grapheme mapping
we classify Arabic speech into five dialects: Egyptian Arabic (EGY), Levantine Arabic (LAV), Gulf Arabic (GLF), North and Modern Standard Arabic (MSA)