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  1. config_aoede.yml +107 -0
  2. epoch_1st_00000.pth +3 -0
  3. epoch_1st_00010.pth +3 -0
  4. epoch_1st_00012.pth +3 -0
  5. epoch_1st_00014.pth +3 -0
  6. epoch_1st_00016.pth +3 -0
  7. epoch_1st_00018.pth +3 -0
  8. epoch_1st_00020.pth +3 -0
  9. epoch_1st_00022.pth +3 -0
  10. epoch_1st_00024.pth +3 -0
  11. epoch_1st_00026.pth +3 -0
  12. epoch_1st_00028.pth +3 -0
  13. epoch_1st_00030.pth +3 -0
  14. epoch_1st_00032.pth +3 -0
  15. epoch_1st_00034.pth +3 -0
  16. epoch_1st_00036.pth +3 -0
  17. epoch_1st_00038.pth +3 -0
  18. epoch_1st_00040.pth +3 -0
  19. epoch_1st_00042.pth +3 -0
  20. epoch_1st_00044.pth +3 -0
  21. epoch_1st_00046.pth +3 -0
  22. epoch_1st_00048.pth +3 -0
  23. epoch_1st_00050.pth +3 -0
  24. epoch_1st_00052.pth +3 -0
  25. epoch_1st_00054.pth +3 -0
  26. epoch_1st_00056.pth +3 -0
  27. epoch_1st_00058.pth +3 -0
  28. epoch_1st_00060.pth +3 -0
  29. epoch_1st_00062.pth +3 -0
  30. epoch_1st_00064.pth +3 -0
  31. epoch_1st_00066.pth +3 -0
  32. epoch_1st_00068.pth +3 -0
  33. epoch_1st_00070.pth +3 -0
  34. epoch_1st_00072.pth +3 -0
  35. epoch_1st_00074.pth +3 -0
  36. epoch_1st_00076.pth +3 -0
  37. epoch_1st_00078.pth +3 -0
  38. epoch_1st_00080.pth +3 -0
  39. epoch_1st_00082.pth +3 -0
  40. epoch_1st_00084.pth +3 -0
  41. epoch_1st_00086.pth +3 -0
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  43. epoch_1st_00090.pth +3 -0
  44. epoch_1st_00092.pth +3 -0
  45. epoch_1st_00094.pth +3 -0
  46. epoch_1st_00096.pth +3 -0
  47. epoch_1st_00098.pth +3 -0
  48. first_stage.pth +3 -0
  49. tensorboard/events.out.tfevents.1744781710.d443b59828f7.6380.0 +3 -0
  50. tensorboard/events.out.tfevents.1744785467.d443b59828f7.8437.0 +3 -0
config_aoede.yml ADDED
@@ -0,0 +1,107 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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+ log_dir: "Models/aoede"
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+ first_stage_path: "first_stage.pth"
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+ save_freq: 2
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+ log_interval: 10
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+ device: "cuda"
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+
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+ epochs_1st: 100
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+ epochs_2nd: 50
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+ batch_size: 4
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+ max_len: 300
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+
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+ pretrained_model: "Models/aoede/epoch_1st_00014.pth"
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+ second_stage_load_pretrained: true
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+ load_only_params: false # ✅ Needed to resume full training
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+
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+ F0_path: "Utils/JDC/bst.t7"
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+ ASR_config: "Utils/ASR/config.yml"
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+ ASR_path: "Utils/ASR/epoch_00080.pth"
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+ PLBERT_dir: "Utils/PLBERT/"
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+
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+ data_params:
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+ train_data: "aoede_dataset/metadata.csv"
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+ val_data: "aoede_dataset/metadata.csv"
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+ root_path: "aoede_dataset/wavs"
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+ OOD_data: "Data/OOD_texts.txt"
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+ min_length: 50
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+
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+ preprocess_params:
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+ sr: 24000
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+ spect_params:
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+ n_fft: 2048
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+ win_length: 1200
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+ hop_length: 300
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+
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+ model_params:
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+ multispeaker: false
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+ dim_in: 64
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+ hidden_dim: 512
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+ max_conv_dim: 512
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+ n_layer: 3
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+ n_mels: 80
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+ n_token: 178
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+ max_dur: 50
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+ style_dim: 128
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+ dropout: 0.1
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+
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+ decoder:
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+ type: "istftnet"
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+ gen_istft_hop_size: 5
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+ gen_istft_n_fft: 20
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+ resblock_kernel_sizes: [3, 7, 11]
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+ upsample_rates: [10, 6]
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+ upsample_initial_channel: 512
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+ resblock_dilation_sizes: [[1, 3, 5], [1, 3, 5], [1, 3, 5]]
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+ upsample_kernel_sizes: [20, 12]
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+
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+ slm:
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+ model: "microsoft/wavlm-base-plus"
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+ sr: 16000
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+ hidden: 768
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+ nlayers: 13
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+ initial_channel: 64
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+
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+ diffusion:
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+ embedding_mask_proba: 0.1
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+ transformer:
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+ num_layers: 3
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+ num_heads: 8
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+ head_features: 64
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+ multiplier: 2
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+ dist:
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+ sigma_data: 0.2
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+ estimate_sigma_data: true
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+ mean: -3.0
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+ std: 1.0
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+
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+ loss_params:
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+ lambda_mel: 5.0
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+ lambda_gen: 1.0
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+ lambda_slm: 1.0
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+ lambda_mono: 1.0
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+ lambda_s2s: 1.0
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+ TMA_epoch: 15
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+
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+ lambda_F0: 1.0
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+ lambda_norm: 1.0
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+ lambda_dur: 1.0
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+ lambda_ce: 20.0
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+ lambda_sty: 1.0
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+ lambda_diff: 1.0
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+
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+ diff_epoch: 10
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+ joint_epoch: 30
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+
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+ optimizer_params:
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+ lr: 0.0001
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+ bert_lr: 0.00001
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+ ft_lr: 0.00001
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+
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+ slmadv_params:
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+ min_len: 400
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+ max_len: 600
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+ batch_percentage: 0.5
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+ iter: 10
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+ thresh: 5
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+ scale: 0.01
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+ sig: 1.5
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