cnn_for_asr.txt

 Layer (type)                                        Output Shape           Param #
=======================================================================================
 conv2d (Conv2D)                                     (None, 102, 512, 16)   160
 conv2d_1 (Conv2D)                                   (None, 102, 512, 16)   2320
 SpatialDropout2D_1_0.1 (SpatialDropout2D)           (None, 102, 512, 16)   0
 max_pooling2d (MaxPooling2D)                        (None, 51, 256, 16)    0
 conv2d_2 (Conv2D)                                   (None, 51, 256, 64)    9280
 conv2d_3 (Conv2D)                                   (None, 51, 256, 64)    36928
 SpatialDropout2D_2_0.1 (SpatialDropout2D)           (None, 51, 256, 64)    0
 max_pooling2d_1 (MaxPooling2D)                      (None, 25, 128, 64)    0
 conv2d_4 (Conv2D)                                   (None, 25, 128, 256)   147712
 conv2d_5 (Conv2D)                                   (None, 25, 128, 256)   590080
 SpatialDropout2D_3_0.1 (SpatialDropout2D)           (None, 25, 128, 256)   0
 max_pooling2d_2 (MaxPooling2D)                      (None, 12, 64, 256)    0
 global_average_pooling2d (GlobalAveragePooling2D)   (None, 256)            0
 Dropout_0.1 (Dropout)                               (None, 256)            0
 dense (Dense)                                       (None, 13)             3341
=======================================================================================
Total params: 789,821
Trainable params: 789,821
Non-trainable params: 0