| Layer | Output volume | Description (or remarks) |
| Input | (2, 256, 1) | | Input padding | (2, 260, 1) | Zero padding (0, 2) | Conv1 | (2, 258, 16) | (16, (1, 3)) | Dropout1 | (2, 258, 16) | Dropout 0.6 | Zero padding1 | (2, 262, 16) | Zero padding (0, 2) | Conv2 | (2, 258, 16) | (16, (1, 5)) | Dropout2 | (2, 258, 16) | Dropout 0.6 | Zero padding2 | (2, 262, 16) | Zero padding (0, 2) | Conv3 | (2, 256, 16) | (16, (1, 3)) | Dropout3 | (2, 256, 16) | Dropout 0.6 | Zero padding3 | (2, 260, 16) | Zero padding (0, 2) | Reshape | (520, 16) | Dimension transform | Bi_LSTM | (100) | merge_mode = concat | GA_Dense | (2, 256, 64) | 64 | Dense1 | (64) | 64 | GA_Conv4 | (2, 254, 16) | (16, (1, 3)) | A_Dense | (64) | 64 | GA_Conv5 | (2, 252, 1) | (1, (1, 3)) | Multiply1 | (64) | | Flatten | (504) | | Dropout4 | (64) | Dropout 0.6 | GA_Dense2 | (64) | 512 | Multiply2 | (64) | | Dense2 | (10) | 10 | FC layer | (10) | Softmax |
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