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Running
Running
| 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.fx.SurrogateDelay | |
| - _target_: modules.rt.RealTimeDelay | |
| sr: 44100 | |
| delay: 400 | |
| # dropout: 0 | |
| # straight_through: true | |
| 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.fx.FDN | |
| - _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 | |