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# model architecture configurations | |
# Music Effects Encoder | |
Effects_Encoder: | |
default: | |
channels: [16, 32, 64, 128, 256, 256, 512, 512, 1024, 1024, 2048, 2048] | |
kernels: [25, 25, 15, 15, 10, 10, 10, 10, 5, 5, 5, 5] | |
strides: [4, 4, 2, 2, 2, 2, 2, 2, 2, 2, 1, 1] | |
dilation: [1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1] | |
bias: True | |
norm: 'batch' | |
conv_block: 'res' | |
activation: "relu" | |
# TCN | |
TCN: | |
# receptive field = 5.2 seconds | |
default: | |
condition_dimension: 2048 | |
nblocks: 14 | |
dilation_growth: 2 | |
kernel_size: 15 | |
channel_width: 128 | |
stack_size: 15 | |
causal: False | |