Table 2: Trainable parameters of the model.

LayerKernelOutput shapeFunctionParam #

Data7 × 50 × 1500
Time distribute (conv 1)4 × 2 × 27 × 49 × 149 × 4ReLU20
Time distribute (pool 1)2 × 27 × 23 × 73 × 40
Time distribute (conv 2)4 × 2 × 27 × 23 × 73 × 4ReLU68
Time distribute (pool 2)2 × 27 × 11 × 36 × 40
Time distribute (flatten 3)7 × 1584ReLU0
LSTM 4531800
fc 5212