|
|
epochs: 2000 |
|
|
data_dir: null |
|
|
log_dir: null |
|
|
lufs: -18 |
|
|
sr: 44100 |
|
|
chunk_duration: 12 |
|
|
chunk_overlap: 5 |
|
|
device: cuda |
|
|
batch_size: 35 |
|
|
dataset: medley_vocal |
|
|
regularise_delay: true |
|
|
model: |
|
|
_target_: torch.nn.Sequential |
|
|
_args_: |
|
|
- _target_: modules.fx.Peak |
|
|
sr: 44100 |
|
|
freq: 800 |
|
|
min_freq: 33 |
|
|
max_freq: 5400 |
|
|
- _target_: modules.fx.Peak |
|
|
sr: 44100 |
|
|
freq: 4000 |
|
|
min_freq: 200 |
|
|
max_freq: 17500 |
|
|
- _target_: modules.fx.LowShelf |
|
|
sr: 44100 |
|
|
freq: 115 |
|
|
min_freq: 30 |
|
|
max_freq: 200 |
|
|
- _target_: modules.fx.HighShelf |
|
|
sr: 44100 |
|
|
freq: 6000 |
|
|
min_freq: 750 |
|
|
max_freq: 8300 |
|
|
- _target_: modules.fx.LowPass |
|
|
sr: 44100 |
|
|
freq: 17500 |
|
|
min_freq: 200 |
|
|
max_freq: 18000 |
|
|
- _target_: modules.fx.HighPass |
|
|
sr: 44100 |
|
|
freq: 200 |
|
|
min_freq: 16 |
|
|
max_freq: 5300 |
|
|
- _target_: modules.fx.CompressorExpander |
|
|
sr: 44100 |
|
|
cmp_ratio: 2.0 |
|
|
exp_ratio: 0.5 |
|
|
at_ms: 50.0 |
|
|
rt_ms: 50.0 |
|
|
avg_coef: 0.3 |
|
|
cmp_th: -18.0 |
|
|
exp_th: -48.0 |
|
|
make_up: 0.0 |
|
|
lookahead: true |
|
|
max_lookahead: 15 |
|
|
- _target_: modules.fx.SendFXsAndSum |
|
|
_args_: |
|
|
|
|
|
- _target_: modules.rt.RealTimeDelay |
|
|
sr: 44100 |
|
|
delay: 400 |
|
|
|
|
|
|
|
|
recursive_eq: true |
|
|
ir_duration: 4 |
|
|
eq: |
|
|
_target_: modules.fx.LowPass |
|
|
sr: 44100 |
|
|
freq: 8000 |
|
|
min_freq: 200 |
|
|
max_freq: 16000 |
|
|
min_Q: 0.5 |
|
|
max_Q: 2 |
|
|
|
|
|
- _target_: modules.rt.RealTimeFDN |
|
|
sr: 44100 |
|
|
delays: |
|
|
- 997 |
|
|
- 1153 |
|
|
- 1327 |
|
|
- 1559 |
|
|
- 1801 |
|
|
- 2099 |
|
|
num_decay_freq: 49 |
|
|
delay_independent_decay: true |
|
|
ir_duration: 12 |
|
|
eq: |
|
|
_target_: torch.nn.Sequential |
|
|
_args_: |
|
|
- _target_: modules.fx.Peak |
|
|
sr: 44100 |
|
|
freq: 800 |
|
|
min_freq: 200 |
|
|
max_freq: 2500 |
|
|
min_Q: 0.1 |
|
|
max_Q: 3 |
|
|
- _target_: modules.fx.Peak |
|
|
sr: 44100 |
|
|
freq: 4000 |
|
|
min_freq: 600 |
|
|
max_freq: 7000 |
|
|
min_Q: 0.1 |
|
|
max_Q: 3 |
|
|
- _target_: modules.fx.LowShelf |
|
|
sr: 44100 |
|
|
freq: 115 |
|
|
min_freq: 30 |
|
|
max_freq: 450 |
|
|
- _target_: modules.fx.HighShelf |
|
|
sr: 44100 |
|
|
freq: 8000 |
|
|
min_freq: 1500 |
|
|
max_freq: 16000 |
|
|
cross_send: true |
|
|
pan_direct: true |
|
|
optimiser: |
|
|
_target_: torch.optim.Adam |
|
|
lr: 0.01 |
|
|
mss: |
|
|
fft_sizes: |
|
|
- 128 |
|
|
- 512 |
|
|
- 2048 |
|
|
hop_sizes: |
|
|
- 32 |
|
|
- 128 |
|
|
- 512 |
|
|
mldr: |
|
|
s_taus: |
|
|
- 50 |
|
|
- 100 |
|
|
l_taus: |
|
|
- 1000 |
|
|
- 2000 |
|
|
loss_fn: |
|
|
_target_: loss.SumLosses |
|
|
weights: |
|
|
- 1.0 |
|
|
- 0.5 |
|
|
- 0.5 |
|
|
- 0.25 |
|
|
loss_fns: |
|
|
- _target_: auraloss.freq.MultiResolutionSTFTLoss |
|
|
fft_sizes: |
|
|
- 128 |
|
|
- 512 |
|
|
- 2048 |
|
|
hop_sizes: |
|
|
- 32 |
|
|
- 128 |
|
|
- 512 |
|
|
win_lengths: |
|
|
- 128 |
|
|
- 512 |
|
|
- 2048 |
|
|
sample_rate: 44100 |
|
|
perceptual_weighting: true |
|
|
- _target_: auraloss.freq.SumAndDifferenceSTFTLoss |
|
|
fft_sizes: |
|
|
- 128 |
|
|
- 512 |
|
|
- 2048 |
|
|
hop_sizes: |
|
|
- 32 |
|
|
- 128 |
|
|
- 512 |
|
|
win_lengths: |
|
|
- 128 |
|
|
- 512 |
|
|
- 2048 |
|
|
sample_rate: 44100 |
|
|
perceptual_weighting: true |
|
|
- _target_: loss.ldr.MLDRLoss |
|
|
sr: 44100 |
|
|
s_taus: |
|
|
- 50 |
|
|
- 100 |
|
|
l_taus: |
|
|
- 1000 |
|
|
- 2000 |
|
|
- _target_: loss.ldr.MLDRLoss |
|
|
sr: 44100 |
|
|
mid_side: true |
|
|
s_taus: |
|
|
- 50 |
|
|
- 100 |
|
|
l_taus: |
|
|
- 1000 |
|
|
- 2000 |
|
|
|
