| adv_batch_length: 9600 |
| adv_train_max_steps: 700000 |
| batch_length: 9600 |
| batch_size: 16 |
| config: config/autoencoder/symAD_vctk_48000_hop300.yaml |
| data: |
| path: /mnt/home/yichiaowu/datasets/vctk_noisy/48000 |
| subset: |
| test: clean_testset_wav |
| train: clean_trainset_84spk_wav |
| valid: clean_validset_84spk_wav |
| disable_cudnn: 'False' |
| discriminator_adv_loss_params: |
| average_by_discriminators: false |
| discriminator_grad_norm: -1 |
| discriminator_optimizer_params: |
| betas: |
| - 0.5 |
| - 0.9 |
| lr: 0.0002 |
| weight_decay: 0.0 |
| discriminator_optimizer_type: Adam |
| discriminator_params: |
| follow_official_norm: true |
| period_discriminator_params: |
| bias: true |
| channels: 32 |
| downsample_scales: |
| - 3 |
| - 3 |
| - 3 |
| - 3 |
| - 1 |
| in_channels: 1 |
| kernel_sizes: |
| - 5 |
| - 3 |
| max_downsample_channels: 1024 |
| nonlinear_activation: LeakyReLU |
| nonlinear_activation_params: |
| negative_slope: 0.1 |
| out_channels: 1 |
| use_spectral_norm: false |
| use_weight_norm: true |
| periods: |
| - 2 |
| - 3 |
| - 5 |
| - 7 |
| - 11 |
| scale_discriminator_params: |
| bias: true |
| channels: 128 |
| downsample_scales: |
| - 4 |
| - 4 |
| - 4 |
| - 4 |
| - 1 |
| in_channels: 1 |
| kernel_sizes: |
| - 15 |
| - 41 |
| - 5 |
| - 3 |
| max_downsample_channels: 1024 |
| max_groups: 16 |
| nonlinear_activation: LeakyReLU |
| nonlinear_activation_params: |
| negative_slope: 0.1 |
| out_channels: 1 |
| scale_downsample_pooling: AvgPool1d |
| scale_downsample_pooling_params: |
| kernel_size: 4 |
| padding: 2 |
| stride: 2 |
| scales: 3 |
| discriminator_scheduler_params: |
| gamma: 0.5 |
| milestones: |
| - 200000 |
| - 400000 |
| - 600000 |
| - 800000 |
| discriminator_scheduler_type: MultiStepLR |
| eval_interval_steps: 1000 |
| exp_root: exp |
| feat_match_loss_params: |
| average_by_discriminators: false |
| average_by_layers: false |
| include_final_outputs: false |
| generator_adv_loss_params: |
| average_by_discriminators: false |
| generator_grad_norm: -1 |
| generator_optimizer_params: |
| betas: |
| - 0.5 |
| - 0.9 |
| lr: 0.0001 |
| weight_decay: 0.0 |
| generator_optimizer_type: Adam |
| generator_params: |
| bias: true |
| code_dim: 64 |
| codebook_num: 8 |
| codebook_size: 1024 |
| codec: audiodec |
| dec_ratios: |
| - 16 |
| - 8 |
| - 4 |
| - 2 |
| dec_strides: |
| - 5 |
| - 5 |
| - 4 |
| - 3 |
| decode_channels: 32 |
| enc_ratios: |
| - 2 |
| - 4 |
| - 8 |
| - 16 |
| enc_strides: |
| - 3 |
| - 4 |
| - 5 |
| - 5 |
| encode_channels: 32 |
| input_channels: 1 |
| mode: causal |
| output_channels: 1 |
| projector: conv1d |
| quantier: residual_vq |
| generator_scheduler_params: |
| gamma: 1.0 |
| step_size: 200000 |
| generator_scheduler_type: StepLR |
| lambda_adv: 1.0 |
| lambda_feat_match: 2.0 |
| lambda_mel_loss: 45.0 |
| lambda_shape_loss: 45.0 |
| lambda_stft_loss: 45.0 |
| lambda_vq_loss: 1.0 |
| log_interval_steps: 100 |
| mel_loss_params: |
| fft_sizes: |
| - 2048 |
| fmax: 24000 |
| fmin: 0 |
| fs: 48000 |
| hop_sizes: |
| - 300 |
| log_base: null |
| num_mels: 80 |
| win_lengths: |
| - 2048 |
| window: hann_window |
| model_type: symAudioDec |
| num_workers: 2 |
| outdir: exp/autoencoder/symAD_vctk_48000_hop300 |
| paradigm: efficient |
| pin_memory: true |
| resume: exp/autoencoder/symAD_vctk_48000_hop300/checkpoint-200000steps.pkl |
| sampling_rate: 48000 |
| save_interval_steps: 100000 |
| seed: 1337 |
| shape_loss_params: |
| winlen: |
| - 300 |
| start_steps: |
| discriminator: 200000 |
| generator: 0 |
| stft_loss_params: |
| fft_sizes: |
| - 1024 |
| - 2048 |
| - 512 |
| hop_sizes: |
| - 120 |
| - 240 |
| - 50 |
| win_lengths: |
| - 600 |
| - 1200 |
| - 240 |
| window: hann_window |
| tag: autoencoder/symAD_vctk_48000_hop300 |
| train_max_steps: 200000 |
| train_mode: autoencoder |
| use_feat_match_loss: true |
| use_mel_loss: true |
| use_shape_loss: false |
| use_stft_loss: false |
|
|
