Research on Music Teaching and Creation Based on Deep Learning

Table 2

Parameters of Breath2d network at each level.

Network layer	Number of convolution kernels	Convolution kernel/pooling parameter
Conv2d_01	16	(10, 4)
Maxpooling_01	—	(4, 2)
Convld_02	32	(10, 4)
Maxpooling_02	—	(4, 2)
Conv2d_03	64	(3, 3)
Maxpooling_03	—	(2, 2)
Conv2d_04	128	(3, 3)
Maxpooling_04	—	(4, 2)