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Soundboard

Audio-to-Audio
PyTorch
audio
audio-restoration
schrodinger-bridge
diffusion
festival-audio
non-commercial
Model card Files
xet
 Community
Soundboard
File size: 1,768 Bytes
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{
  "model": {
    "n_updown_levels": 5,
    "in_channels": 3,
    "out_channels": 3,
    "hidden_channels": [
      128,
      256,
      512,
      768,
      1024,
      2048
    ],
    "emb_channels": 128,
    "band_embedding_dim": 16,
    "n_attn_heads": 8,
    "attention_levels": [
      3,
      4
    ],
    "use_attn_input_norm": true,
    "num_res_blocks": 2
  },
  "diffusion": {
    "beta_min": 0.0001,
    "beta_max": 1.0,
    "use_ot_ode": false,
    "n_timestep_channels": 128
  },
  "data": {
    "music_root": "../music",
    "profiles_dir": "/root/locutius/corruption-chain/profiles",
    "impulses_root": "/root/locutius/corruption-chain/impulses",
    "crowd_root": "/root/locutius/corruption-chain/crowd_chunks",
    "sounds_root": "/root/locutius/corruption-chain/sounds",
    "mode_probabilities": null,
    "profile_weight": 0.85,
    "skip_unsupported_modes": true,
    "val_fraction": 0.02,
    "passes": 2,
    "exclude_dirs": [],
    "stereo_mode": "mid_side",
    "s3": {
      "bucket": "soundboard-training-data",
      "prefix": "",
      "endpoint_url": "https://s3.g.s4.mega.io",
      "addressing_style": "virtual",
      "region": "auto"
    }
  },
  "optim": {
    "lr": 1e-05,
    "weight_decay": 0.0,
    "grad_clip": 0.5,
    "betas": [
      0.9,
      0.999
    ]
  },
  "output_dir": "/root/runs/v0.3-midside-mega",
  "checkpoint_in": "/root/locutius/training/checkpoints/model.pt",
  "t_range": [
    0.0,
    1.0
  ],
  "seed": 42,
  "max_steps": 150000,
  "val_every_steps": 2000,
  "save_every_steps": 2000,
  "log_every_steps": 10,
  "keep_last_checkpoints": 2,
  "wandb_project": "soundboard",
  "wandb_run_name": "v0.3-midside-mega",
  "batch_size": 2,
  "num_workers": 16,
  "precision": "bf16",
  "device": "cuda"
}