[Retracted] Arabic Speech Analysis for Classification and Prediction of Mental Illness due to Depression Using Deep Learning

Table 1

Architecture of proposed hybrid model.

CNN + SVM
Layers	Results	Parameters
Conv1D1	(Nil, 202, 32)	128
Max pool 1	(Nil, 101, 32)	0
Conv1D2	(Nil, 101, 64)	6,208
Max pool 2	(Nil, 50, 64)	0
Conv1D3	(Nil, 50, 64)	12,352
Max pool 3	(Nil, 25, 64)	0
Dropout	(Nil, 25, 64)	0
Flatten	(Nil, 1,600)	0
Dense 1	(Nil, 128)	204,928	Used for SVM
Dense 2	(Nil, 1)	129
Total params: 223,745
Trainable params: 223,745