data: | |
in_memory: true | |
num_workers: 12 | |
sample_rate: 48000 | |
samples_per_track: 13 | |
seed: 42 | |
seq_dur: 6.0 | |
source_augmentations: | |
- gain | |
sources: | |
- vocal_percussion | |
- bass | |
- alto | |
- tenor | |
- soprano | |
- lead_vocal | |
loss_func: | |
lambda_t: 10.0 | |
lambda_f: 1.0 | |
band: high | |
main_args: | |
help: null | |
model: | |
C_dec: 64 | |
C_enc: 64 | |
C_mid: 768 | |
L: 12 | |
activation: GELU | |
context: false | |
f_dec: 21 | |
f_enc: 21 | |
input_length: 288000 | |
padding_type: reflect | |
signal_ch: 1 | |
wavelet: haar | |
optim: | |
lr: 0.0001 | |
lr_decay_gamma: 0.3 | |
lr_decay_patience: 50 | |
optimizer: adam | |
patience: 1000 | |
weight_decay: 0.0 | |
positional arguments: {} | |
training: | |
batch_size: 16 | |
epochs: 1000 | |