Speech Attribute Detection to Recognize Arabic Broadcast Speech in Industrial Networks

Table 3

Best models of manner detectors, with DBN-DNNs or CNNs with hidden layers from 1 up to 10 and 512 or 1024 units in each layer.

Topology	# of units	# of hidden layers	AEER, %
CNN	512	5	10.51
CNN	1024	2	10.42
DBN-DNN	512	8	13.44
DBN-DNN	1024	2	13.12