config/model/encodec/default.yaml

# @package __global__

compression_model: encodec

encodec:
  autoencoder: seanet
  quantizer: rvq
  sample_rate: ${sample_rate}
  channels: ${channels}
  causal: false
  renormalize: false

seanet:
  dimension: 128
  channels: ${channels}
  causal: ${encodec.causal}
  n_filters: 32
  n_residual_layers: 1
  ratios: [8, 5, 4, 2]
  activation: ELU
  activation_params: {"alpha": 1.}
  norm: weight_norm
  norm_params: {}
  kernel_size: 7
  residual_kernel_size: 3
  last_kernel_size: 7
  dilation_base: 2
  pad_mode: constant
  true_skip: true
  compress: 2
  lstm: 2
  disable_norm_outer_blocks: 0
  # Specific encoder or decoder params.
  # You can also override any param for the encoder or decoder only
  # by using Hydra `+param=` syntax, i.e.`
  # `+seanet.decoder.n_filters=64`.
  decoder:
    trim_right_ratio: 1.0
    final_activation: null
    final_activation_params: null
  encoder: {}

rvq:
  n_q: 8
  q_dropout: false
  bins: 1024
  decay: 0.99
  kmeans_init: true
  kmeans_iters: 50
  threshold_ema_dead_code: 2
  orthogonal_reg_weight: 0.0
  orthogonal_reg_active_codes_only: false

no_quant: {}