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AudioDec
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analyzer: exp/autoencoder/symADuniv_vctk_48000_hop300/checkpoint-500000steps.pkl
batch_length: 9600
batch_size: 16
config: config/vocoder/AudioDec_v3_symADuniv_vctk_48000_hop300_clean.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:
  fft_sizes:
  - 1024
  - 2048
  - 512
  hop_sizes:
  - 120
  - 240
  - 50
  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
  spectral_discriminator_params:
    bias: true
    channels: 32
    kernel_sizes:
    - - 3
      - 9
    - - 3
      - 9
    - - 3
      - 9
    - - 3
      - 9
    - - 3
      - 3
    - - 3
      - 3
    nonlinear_activation: LeakyReLU
    nonlinear_activation_params:
      negative_slope: 0.2
    strides:
    - - 1
      - 1
    - - 1
      - 2
    - - 1
      - 2
    - - 1
      - 2
    - - 1
      - 1
    - - 1
      - 1
  win_lengths:
  - 600
  - 1200
  - 240
  window: hann_window
discriminator_scheduler_params:
  gamma: 0.5
  milestones:
  - 200000
  - 400000
  - 600000
  - 800000
discriminator_scheduler_type: MultiStepLR
discriminator_train_start_steps: 0
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: 0.0002
  weight_decay: 0.0
generator_optimizer_type: Adam
generator_params:
  bias: true
  channels: 512
  groups: 3
  in_channels: 64
  kernel_size: 7
  nonlinear_activation: LeakyReLU
  nonlinear_activation_params:
    negative_slope: 0.1
  out_channels: 1
  resblock_dilations:
  - - 1
    - 3
    - 5
  resblock_kernel_sizes:
  - 11
  stats: audiodec_vocoder_48k_300d_uni/symADuniv_vctk_48000_hop300_clean.npy
  upsample_kernel_sizes:
  - 10
  - 10
  - 8
  - 6
  upsample_scales:
  - 5
  - 5
  - 4
  - 3
  use_additional_convs: true
  use_weight_norm: true
generator_scheduler_params:
  gamma: 0.5
  milestones:
  - 200000
  - 400000
  - 600000
  - 800000
generator_scheduler_type: MultiStepLR
generator_train_start_steps: 1
lambda_adv: 1.0
lambda_feat_match: 2.0
lambda_mel_loss: 45.0
lambda_shape_loss: 45.0
lambda_stft_loss: 45.0
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: UnivNet
num_workers: 2
outdir: exp/vocoder/AudioDec_v3_symADuniv_vctk_48000_hop300_clean
pin_memory: true
resume: ''
sampling_rate: 48000
save_interval_steps: 100000
seed: 1337
shape_loss_params:
  winlen:
  - 300
stft_loss_params:
  fft_sizes:
  - 1024
  - 2048
  - 512
  hop_sizes:
  - 120
  - 240
  - 50
  win_lengths:
  - 600
  - 1200
  - 240
  window: hann_window
tag: vocoder/AudioDec_v3_symADuniv_vctk_48000_hop300_clean
train_max_steps: 500000
train_mode: vocoder
use_feat_match_loss: true
use_mel_loss: true
use_shape_loss: false
use_stft_loss: false