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batch_length: 96000 |
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batch_size: 16 |
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config: config/denoise/symAD_vctk_48000_hop300.yaml |
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data: |
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path: /mnt/home/yichiaowu/datasets/vctk_noisy/48000 |
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subset: |
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clean_test: clean_testset_wav |
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clean_train: clean_trainset_84spk_wav |
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clean_valid: clean_validset_84spk_wav |
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noisy_test: noisy_testset_wav |
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noisy_train: noisy_trainset_84spk_wav |
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noisy_valid: noisy_validset_84spk_wav |
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disable_cudnn: 'False' |
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discriminator_adv_loss_params: |
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average_by_discriminators: false |
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discriminator_grad_norm: -1 |
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discriminator_optimizer_params: |
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betas: |
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- 0.5 |
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- 0.9 |
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lr: 0.0002 |
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weight_decay: 0.0 |
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discriminator_optimizer_type: Adam |
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discriminator_params: |
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follow_official_norm: true |
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period_discriminator_params: |
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bias: true |
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channels: 32 |
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downsample_scales: |
|
- 3 |
|
- 3 |
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- 3 |
|
- 3 |
|
- 1 |
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in_channels: 1 |
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kernel_sizes: |
|
- 5 |
|
- 3 |
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max_downsample_channels: 1024 |
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nonlinear_activation: LeakyReLU |
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nonlinear_activation_params: |
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negative_slope: 0.1 |
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out_channels: 1 |
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use_spectral_norm: false |
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use_weight_norm: true |
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periods: |
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- 2 |
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- 3 |
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- 5 |
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- 7 |
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- 11 |
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scale_discriminator_params: |
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bias: true |
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channels: 128 |
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downsample_scales: |
|
- 4 |
|
- 4 |
|
- 4 |
|
- 4 |
|
- 1 |
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in_channels: 1 |
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kernel_sizes: |
|
- 15 |
|
- 41 |
|
- 5 |
|
- 3 |
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max_downsample_channels: 1024 |
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max_groups: 16 |
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nonlinear_activation: LeakyReLU |
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nonlinear_activation_params: |
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negative_slope: 0.1 |
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out_channels: 1 |
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scale_downsample_pooling: AvgPool1d |
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scale_downsample_pooling_params: |
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kernel_size: 4 |
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padding: 2 |
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stride: 2 |
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scales: 3 |
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discriminator_scheduler_params: |
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gamma: 0.5 |
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milestones: |
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- 200000 |
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- 400000 |
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- 600000 |
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- 800000 |
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discriminator_scheduler_type: MultiStepLR |
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eval_interval_steps: 1000 |
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exp_root: exp |
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feat_match_loss_params: |
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average_by_discriminators: false |
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average_by_layers: false |
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include_final_outputs: false |
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generator_adv_loss_params: |
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average_by_discriminators: false |
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generator_grad_norm: -1 |
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generator_optimizer_params: |
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betas: |
|
- 0.5 |
|
- 0.9 |
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lr: 0.0001 |
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weight_decay: 0.0 |
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generator_optimizer_type: Adam |
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generator_params: |
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bias: true |
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code_dim: 64 |
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codebook_num: 8 |
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codebook_size: 1024 |
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codec: audiodec |
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dec_ratios: |
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- 16 |
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- 8 |
|
- 4 |
|
- 2 |
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dec_strides: |
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- 5 |
|
- 5 |
|
- 4 |
|
- 3 |
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decode_channels: 32 |
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enc_ratios: |
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- 2 |
|
- 4 |
|
- 8 |
|
- 16 |
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enc_strides: |
|
- 3 |
|
- 4 |
|
- 5 |
|
- 5 |
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encode_channels: 32 |
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input_channels: 1 |
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mode: causal |
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output_channels: 1 |
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projector: conv1d |
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quantier: residual_vq |
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generator_scheduler_params: |
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gamma: 1.0 |
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step_size: 200000 |
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generator_scheduler_type: StepLR |
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initial: exp/autoencoder/symAD_vctk_48000_hop300/checkpoint-200000steps.pkl |
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lambda_adv: 1.0 |
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lambda_feat_match: 2.0 |
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lambda_mel_loss: 45.0 |
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lambda_shape_loss: 45.0 |
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lambda_stft_loss: 45.0 |
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lambda_vq_loss: 1.0 |
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log_interval_steps: 100 |
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mel_loss_params: |
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fft_size: 2048 |
|
fmax: 24000 |
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fmin: 0 |
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fs: 48000 |
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hop_size: 300 |
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log_base: null |
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num_mels: 80 |
|
win_length: null |
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window: hann |
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model_type: symAudioDec |
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num_workers: 2 |
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outdir: exp/denoise/symAD_vctk_48000_hop300 |
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pin_memory: true |
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resume: '' |
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sampling_rate: 48000 |
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save_interval_steps: 10000 |
|
seed: 1337 |
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shape_loss_params: |
|
winlen: |
|
- 300 |
|
start_steps: |
|
discriminator: 200000 |
|
generator: 0 |
|
stft_loss_params: |
|
fft_sizes: |
|
- 1024 |
|
- 2048 |
|
- 512 |
|
hop_sizes: |
|
- 120 |
|
- 240 |
|
- 50 |
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win_lengths: |
|
- 600 |
|
- 1200 |
|
- 240 |
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window: hann_window |
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tag: denoise/symAD_vctk_48000_hop300 |
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train_max_steps: 200000 |
|
train_mode: denoise |
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use_feat_match_loss: true |
|
use_mel_loss: true |
|
use_shape_loss: false |
|
use_stft_loss: false |
|
|