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styletts2_finetune

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  1. LJSpeech2/config.yml +2 -2
  2. LJSpeech2/epoch_2nd_00017.pth +1 -1
  3. LJSpeech2/tensorboard/events.out.tfevents.1744197164.99db3739adfa.2281.0 +3 -0
  4. LJSpeech2/tensorboard/events.out.tfevents.1744197657.99db3739adfa.4412.0 +3 -0
  5. LJSpeech2/tensorboard/events.out.tfevents.1744197932.99db3739adfa.5577.0 +3 -0
  6. LJSpeech2/tensorboard/events.out.tfevents.1744198047.99db3739adfa.6110.0 +3 -0
  7. LJSpeech2/tensorboard/events.out.tfevents.1744200814.99db3739adfa.17889.0 +3 -0
  8. LJSpeech2/tensorboard/events.out.tfevents.1744200928.99db3739adfa.18424.0 +3 -0
  9. LJSpeech2/tensorboard/events.out.tfevents.1744201042.99db3739adfa.18936.0 +3 -0
  10. LJSpeech2/tensorboard/events.out.tfevents.1744201078.99db3739adfa.19114.0 +3 -0
  11. LJSpeech2/tensorboard/events.out.tfevents.1744201326.99db3739adfa.20224.0 +3 -0
  12. LJSpeech2/tensorboard/events.out.tfevents.1744201753.99db3739adfa.22016.0 +3 -0
  13. LJSpeech2/tensorboard/events.out.tfevents.1744201966.99db3739adfa.22914.0 +3 -0
  14. LJSpeech2/train.log +98 -61
LJSpeech2/config.yml CHANGED
@@ -3,7 +3,7 @@
3
  min_length: 50, root_path: /content/StyleTTS2/Dataset, train_data: Data/train_list.txt,
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  val_data: Data/val_list.txt}, device: cuda, epochs_1st: 20, epochs_2nd: 100, first_stage_path: first_stage.pth,
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  load_only_params: false, log_dir: Models/LJSpeech, log_interval: 10, loss_params: {
6
- TMA_epoch: 10000, diff_epoch: 0, joint_epoch: 0, lambda_F0: 1.0, lambda_ce: 20.0,
7
  lambda_diff: 1.0, lambda_dur: 1.0, lambda_gen: 1.0, lambda_mel: 5.0, lambda_mono: 1.0,
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  lambda_norm: 1.0, lambda_s2s: 1.0, lambda_slm: 1.0, lambda_sty: 1.0}, max_len: 290,
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  model_params: {decoder: {gen_istft_hop_size: 5, gen_istft_n_fft: 20, resblock_dilation_sizes: [
@@ -16,6 +16,6 @@
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  slm: {hidden: 768, initial_channel: 64, model: microsoft/wavlm-base-plus, nlayers: 13,
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  sr: 16000}, style_dim: 128}, optimizer_params: {bert_lr: 1.0e-05, ft_lr: 1.0e-05,
18
  lr: 0.0001}, preprocess_params: {spect_params: {hop_length: 300, n_fft: 2048,
19
- win_length: 1200}, sr: 24000}, pretrained_model: LJSpeech2/epoch_2nd_00018.pth,
20
  save_freq: 1, second_stage_load_pretrained: true, slmadv_params: {batch_percentage: 0.5,
21
  iter: 10, max_len: 500, min_len: 400, scale: 0.01, sig: 1.5, thresh: 5}}
 
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  min_length: 50, root_path: /content/StyleTTS2/Dataset, train_data: Data/train_list.txt,
4
  val_data: Data/val_list.txt}, device: cuda, epochs_1st: 20, epochs_2nd: 100, first_stage_path: first_stage.pth,
5
  load_only_params: false, log_dir: Models/LJSpeech, log_interval: 10, loss_params: {
6
+ TMA_epoch: 2, diff_epoch: 0, joint_epoch: 0, lambda_F0: 1.0, lambda_ce: 20.0,
7
  lambda_diff: 1.0, lambda_dur: 1.0, lambda_gen: 1.0, lambda_mel: 5.0, lambda_mono: 1.0,
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  lambda_norm: 1.0, lambda_s2s: 1.0, lambda_slm: 1.0, lambda_sty: 1.0}, max_len: 290,
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  model_params: {decoder: {gen_istft_hop_size: 5, gen_istft_n_fft: 20, resblock_dilation_sizes: [
 
16
  slm: {hidden: 768, initial_channel: 64, model: microsoft/wavlm-base-plus, nlayers: 13,
17
  sr: 16000}, style_dim: 128}, optimizer_params: {bert_lr: 1.0e-05, ft_lr: 1.0e-05,
18
  lr: 0.0001}, preprocess_params: {spect_params: {hop_length: 300, n_fft: 2048,
19
+ win_length: 1200}, sr: 24000}, pretrained_model: LJSpeech2/epoch_2nd_00016.pth,
20
  save_freq: 1, second_stage_load_pretrained: true, slmadv_params: {batch_percentage: 0.5,
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  iter: 10, max_len: 500, min_len: 400, scale: 0.01, sig: 1.5, thresh: 5}}
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- INFO:2025-04-09 10:03:40,568: Epoch [49/100], Step [10/103], Loss: 0.76363, Disc Loss: 0.00000, Dur Loss: 0.00000, CE Loss: 0.00000, Norm Loss: 1.32434, F0 Loss: 5.08352, LM Loss: 2.82934, Gen Loss: 9.17999, Sty Loss: 0.00000, Diff Loss: 0.00000, DiscLM Loss: 0.00000, GenLM Loss: 0.00000
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- INFO:2025-04-09 10:04:07,342: Epoch [49/100], Step [20/103], Loss: 0.76874, Disc Loss: 0.00000, Dur Loss: 0.00000, CE Loss: 0.00000, Norm Loss: 2.02718, F0 Loss: 7.39371, LM Loss: 2.86110, Gen Loss: 9.22226, Sty Loss: 0.00000, Diff Loss: 0.00000, DiscLM Loss: 0.00000, GenLM Loss: 0.00000
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- INFO:2025-04-09 10:04:34,490: Epoch [49/100], Step [30/103], Loss: 0.80128, Disc Loss: 0.00000, Dur Loss: 0.00000, CE Loss: 0.00000, Norm Loss: 2.92323, F0 Loss: 9.34147, LM Loss: 2.98728, Gen Loss: 8.95631, Sty Loss: 0.00000, Diff Loss: 0.00000, DiscLM Loss: 0.00000, GenLM Loss: 0.00000
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- INFO:2025-04-09 10:05:01,731: Epoch [49/100], Step [40/103], Loss: 0.77903, Disc Loss: 0.00000, Dur Loss: 0.00000, CE Loss: 0.00000, Norm Loss: 2.15732, F0 Loss: 5.86326, LM Loss: 2.72743, Gen Loss: 8.54954, Sty Loss: 0.00000, Diff Loss: 0.00000, DiscLM Loss: 0.00000, GenLM Loss: 0.00000
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- INFO:2025-04-09 10:05:30,106: Epoch [49/100], Step [50/103], Loss: 0.77719, Disc Loss: 0.00000, Dur Loss: 0.00000, CE Loss: 0.00000, Norm Loss: 1.49987, F0 Loss: 4.49364, LM Loss: 2.73514, Gen Loss: 9.28723, Sty Loss: 0.00000, Diff Loss: 0.00000, DiscLM Loss: 0.00000, GenLM Loss: 0.00000
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- INFO:2025-04-09 10:05:58,342: Epoch [49/100], Step [60/103], Loss: 0.79549, Disc Loss: 0.00000, Dur Loss: 0.00000, CE Loss: 0.00000, Norm Loss: 1.35157, F0 Loss: 4.65585, LM Loss: 2.69615, Gen Loss: 9.13026, Sty Loss: 0.00000, Diff Loss: 0.00000, DiscLM Loss: 0.00000, GenLM Loss: 0.00000
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- INFO:2025-04-09 10:06:25,675: Epoch [49/100], Step [70/103], Loss: 0.77420, Disc Loss: 0.00000, Dur Loss: 0.00000, CE Loss: 0.00000, Norm Loss: 2.35561, F0 Loss: 6.42927, LM Loss: 2.91750, Gen Loss: 8.77808, Sty Loss: 0.00000, Diff Loss: 0.00000, DiscLM Loss: 0.00000, GenLM Loss: 0.00000
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- INFO:2025-04-09 10:06:52,722: Epoch [49/100], Step [80/103], Loss: 0.72529, Disc Loss: 0.00000, Dur Loss: 0.00000, CE Loss: 0.00000, Norm Loss: 2.84888, F0 Loss: 9.68572, LM Loss: 2.94837, Gen Loss: 9.75881, Sty Loss: 0.00000, Diff Loss: 0.00000, DiscLM Loss: 0.00000, GenLM Loss: 0.00000
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- INFO:2025-04-09 10:07:20,844: Epoch [49/100], Step [90/103], Loss: 0.79334, Disc Loss: 0.00000, Dur Loss: 0.00000, CE Loss: 0.00000, Norm Loss: 1.64904, F0 Loss: 6.05695, LM Loss: 2.82340, Gen Loss: 8.95446, Sty Loss: 0.00000, Diff Loss: 0.00000, DiscLM Loss: 0.00000, GenLM Loss: 0.00000
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- INFO:2025-04-09 10:07:50,259: Epoch [49/100], Step [100/103], Loss: 0.77446, Disc Loss: 0.00000, Dur Loss: 0.00000, CE Loss: 0.00000, Norm Loss: 2.54030, F0 Loss: 6.52074, LM Loss: 2.90302, Gen Loss: 9.04613, Sty Loss: 0.00000, Diff Loss: 0.00000, DiscLM Loss: 0.00000, GenLM Loss: 0.00000
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- INFO:2025-04-09 10:08:38,693: Epoch [50/100], Step [10/103], Loss: 0.77386, Disc Loss: 0.00000, Dur Loss: 0.00000, CE Loss: 0.00000, Norm Loss: 2.27626, F0 Loss: 5.69773, LM Loss: 2.86706, Gen Loss: 8.93828, Sty Loss: 0.00000, Diff Loss: 0.00000, DiscLM Loss: 0.00000, GenLM Loss: 0.00000
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- INFO:2025-04-09 10:09:34,671: Epoch [50/100], Step [30/103], Loss: 0.75342, Disc Loss: 0.00000, Dur Loss: 0.00000, CE Loss: 0.00000, Norm Loss: 2.21107, F0 Loss: 5.48098, LM Loss: 2.79429, Gen Loss: 8.81048, Sty Loss: 0.00000, Diff Loss: 0.00000, DiscLM Loss: 0.00000, GenLM Loss: 0.00000
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- INFO:2025-04-09 10:10:02,339: Epoch [50/100], Step [40/103], Loss: 0.80378, Disc Loss: 0.00000, Dur Loss: 0.00000, CE Loss: 0.00000, Norm Loss: 3.00818, F0 Loss: 8.63491, LM Loss: 3.03414, Gen Loss: 9.71402, Sty Loss: 0.00000, Diff Loss: 0.00000, DiscLM Loss: 0.00000, GenLM Loss: 0.00000
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- INFO:2025-04-09 10:10:28,975: Epoch [50/100], Step [50/103], Loss: 0.73634, Disc Loss: 0.00000, Dur Loss: 0.00000, CE Loss: 0.00000, Norm Loss: 2.74301, F0 Loss: 9.90438, LM Loss: 3.00315, Gen Loss: 9.34545, Sty Loss: 0.00000, Diff Loss: 0.00000, DiscLM Loss: 0.00000, GenLM Loss: 0.00000
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- INFO:2025-04-09 10:10:57,496: Epoch [50/100], Step [60/103], Loss: 0.78750, Disc Loss: 0.00000, Dur Loss: 0.00000, CE Loss: 0.00000, Norm Loss: 2.04117, F0 Loss: 5.63250, LM Loss: 2.85784, Gen Loss: 8.13479, Sty Loss: 0.00000, Diff Loss: 0.00000, DiscLM Loss: 0.00000, GenLM Loss: 0.00000
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- INFO:2025-04-09 10:11:25,971: Epoch [50/100], Step [70/103], Loss: 0.81349, Disc Loss: 0.00000, Dur Loss: 0.00000, CE Loss: 0.00000, Norm Loss: 2.76687, F0 Loss: 9.18807, LM Loss: 3.03983, Gen Loss: 8.91374, Sty Loss: 0.00000, Diff Loss: 0.00000, DiscLM Loss: 0.00000, GenLM Loss: 0.00000
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- INFO:2025-04-09 10:11:54,156: Epoch [50/100], Step [80/103], Loss: 0.77952, Disc Loss: 0.00000, Dur Loss: 0.00000, CE Loss: 0.00000, Norm Loss: 1.66438, F0 Loss: 6.42747, LM Loss: 2.84252, Gen Loss: 8.69543, Sty Loss: 0.00000, Diff Loss: 0.00000, DiscLM Loss: 0.00000, GenLM Loss: 0.00000
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- INFO:2025-04-09 10:12:22,513: Epoch [50/100], Step [90/103], Loss: 0.77263, Disc Loss: 0.00000, Dur Loss: 0.00000, CE Loss: 0.00000, Norm Loss: 1.65956, F0 Loss: 5.86706, LM Loss: 2.94281, Gen Loss: 8.97163, Sty Loss: 0.00000, Diff Loss: 0.00000, DiscLM Loss: 0.00000, GenLM Loss: 0.00000
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- INFO:2025-04-09 10:12:49,859: Epoch [50/100], Step [100/103], Loss: 0.80770, Disc Loss: 0.00000, Dur Loss: 0.00000, CE Loss: 0.00000, Norm Loss: 2.77678, F0 Loss: 8.98506, LM Loss: 3.04896, Gen Loss: 9.01245, Sty Loss: 0.00000, Diff Loss: 0.00000, DiscLM Loss: 0.00000, GenLM Loss: 0.00000
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- INFO:2025-04-09 10:13:37,179: Epoch [51/100], Step [10/103], Loss: 0.77615, Disc Loss: 0.00000, Dur Loss: 0.00000, CE Loss: 0.00000, Norm Loss: 2.22054, F0 Loss: 7.00559, LM Loss: 2.97777, Gen Loss: 8.79455, Sty Loss: 0.00000, Diff Loss: 0.00000, DiscLM Loss: 0.00000, GenLM Loss: 0.00000
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- INFO:2025-04-09 10:14:04,772: Epoch [51/100], Step [20/103], Loss: 0.77536, Disc Loss: 0.00000, Dur Loss: 0.00000, CE Loss: 0.00000, Norm Loss: 3.09785, F0 Loss: 7.63677, LM Loss: 2.75895, Gen Loss: 8.17765, Sty Loss: 0.00000, Diff Loss: 0.00000, DiscLM Loss: 0.00000, GenLM Loss: 0.00000
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- INFO:2025-04-09 10:14:32,773: Epoch [51/100], Step [30/103], Loss: 0.79189, Disc Loss: 0.00000, Dur Loss: 0.00000, CE Loss: 0.00000, Norm Loss: 1.66950, F0 Loss: 5.99205, LM Loss: 2.81919, Gen Loss: 9.23615, Sty Loss: 0.00000, Diff Loss: 0.00000, DiscLM Loss: 0.00000, GenLM Loss: 0.00000
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- INFO:2025-04-09 10:15:56,667: Epoch [51/100], Step [60/103], Loss: 0.80752, Disc Loss: 0.00000, Dur Loss: 0.00000, CE Loss: 0.00000, Norm Loss: 2.27854, F0 Loss: 6.93128, LM Loss: 2.95022, Gen Loss: 8.58086, Sty Loss: 0.00000, Diff Loss: 0.00000, DiscLM Loss: 0.00000, GenLM Loss: 0.00000
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+ INFO:2025-04-09 12:02:34,354: Epoch [61/100], Step [90/103], Loss: 0.77252, Disc Loss: 0.00000, Dur Loss: 0.00000, CE Loss: 0.00000, Norm Loss: 1.40769, F0 Loss: 5.40687, LM Loss: 2.85462, Gen Loss: 8.09816, Sty Loss: 0.00000, Diff Loss: 0.00000, DiscLM Loss: 0.00000, GenLM Loss: 0.00000
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+ INFO:2025-04-09 12:03:50,991: Epoch [62/100], Step [10/103], Loss: 0.78607, Disc Loss: 0.00000, Dur Loss: 0.00000, CE Loss: 0.00000, Norm Loss: 1.43383, F0 Loss: 4.99155, LM Loss: 2.90080, Gen Loss: 7.18135, Sty Loss: 0.00000, Diff Loss: 0.00000, DiscLM Loss: 0.00000, GenLM Loss: 0.00000
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+ INFO:2025-04-09 12:04:19,680: Epoch [62/100], Step [20/103], Loss: 0.74241, Disc Loss: 0.00000, Dur Loss: 0.00000, CE Loss: 0.00000, Norm Loss: 2.21673, F0 Loss: 7.01581, LM Loss: 2.95069, Gen Loss: 7.92183, Sty Loss: 0.00000, Diff Loss: 0.00000, DiscLM Loss: 0.00000, GenLM Loss: 0.00000
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+ INFO:2025-04-09 12:04:48,435: Epoch [62/100], Step [30/103], Loss: 0.76527, Disc Loss: 0.00000, Dur Loss: 0.00000, CE Loss: 0.00000, Norm Loss: 2.82918, F0 Loss: 6.46657, LM Loss: 2.79455, Gen Loss: 7.10316, Sty Loss: 0.00000, Diff Loss: 0.00000, DiscLM Loss: 0.00000, GenLM Loss: 0.00000
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+ INFO:2025-04-09 12:05:17,704: Epoch [62/100], Step [40/103], Loss: 0.80505, Disc Loss: 0.00000, Dur Loss: 0.00000, CE Loss: 0.00000, Norm Loss: 1.55630, F0 Loss: 7.80362, LM Loss: 2.86984, Gen Loss: 8.06876, Sty Loss: 0.00000, Diff Loss: 0.00000, DiscLM Loss: 0.00000, GenLM Loss: 0.00000
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+ INFO:2025-04-09 12:05:46,248: Epoch [62/100], Step [50/103], Loss: 0.78298, Disc Loss: 0.00000, Dur Loss: 0.00000, CE Loss: 0.00000, Norm Loss: 3.28391, F0 Loss: 7.81464, LM Loss: 2.92517, Gen Loss: 8.91533, Sty Loss: 0.00000, Diff Loss: 0.00000, DiscLM Loss: 0.00000, GenLM Loss: 0.00000
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+ INFO:2025-04-09 12:33:26,046: Epoch [18/100], Step [10/103], Loss: 0.81761, Disc Loss: 0.00000, Dur Loss: 1.28491, CE Loss: 0.25514, LM Loss: 2.91642, Gen Loss: 10.83190, Sty Loss: 0.00000, Diff Loss: 0.00000, DiscLM Loss: 0.00000, GenLM Loss: 0.00000
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+ INFO:2025-04-09 12:33:54,059: Epoch [18/100], Step [20/103], Loss: 0.86256, Disc Loss: 0.00000, Dur Loss: 1.31541, CE Loss: 0.21249, LM Loss: 2.90233, Gen Loss: 10.29212, Sty Loss: 0.00000, Diff Loss: 0.00000, DiscLM Loss: 0.00000, GenLM Loss: 0.00000
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+ INFO:2025-04-09 12:34:22,377: Epoch [18/100], Step [30/103], Loss: 0.77329, Disc Loss: 0.00000, Dur Loss: 1.68276, CE Loss: 0.24538, LM Loss: 2.91745, Gen Loss: 11.02287, Sty Loss: 0.00000, Diff Loss: 0.00000, DiscLM Loss: 0.00000, GenLM Loss: 0.00000
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+ INFO:2025-04-09 12:34:51,423: Epoch [18/100], Step [40/103], Loss: 0.76540, Disc Loss: 0.00000, Dur Loss: 1.49491, CE Loss: 0.19600, LM Loss: 2.64397, Gen Loss: 10.06203, Sty Loss: 0.00000, Diff Loss: 0.00000, DiscLM Loss: 0.00000, GenLM Loss: 0.00000
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+ INFO:2025-04-09 12:35:21,031: Epoch [18/100], Step [50/103], Loss: 0.78624, Disc Loss: 0.00000, Dur Loss: 1.67645, CE Loss: 0.18335, LM Loss: 2.92038, Gen Loss: 10.51095, Sty Loss: 0.00000, Diff Loss: 0.00000, DiscLM Loss: 0.00000, GenLM Loss: 0.00000
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+ INFO:2025-04-09 12:35:49,112: Epoch [18/100], Step [60/103], Loss: 0.80878, Disc Loss: 0.00000, Dur Loss: 1.89135, CE Loss: 0.16968, LM Loss: 2.81837, Gen Loss: 9.93545, Sty Loss: 0.00000, Diff Loss: 0.00000, DiscLM Loss: 0.00000, GenLM Loss: 0.00000
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+ INFO:2025-04-09 12:36:18,243: Epoch [18/100], Step [70/103], Loss: 0.82562, Disc Loss: 0.00000, Dur Loss: 1.69238, CE Loss: 0.12294, LM Loss: 2.86002, Gen Loss: 10.45498, Sty Loss: 0.00000, Diff Loss: 0.00000, DiscLM Loss: 0.00000, GenLM Loss: 0.00000
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+ INFO:2025-04-09 12:36:47,998: Epoch [18/100], Step [80/103], Loss: 0.76101, Disc Loss: 0.00000, Dur Loss: 1.51254, CE Loss: 0.10897, LM Loss: 2.55989, Gen Loss: 9.28514, Sty Loss: 0.00000, Diff Loss: 0.00000, DiscLM Loss: 0.00000, GenLM Loss: 0.00000
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+ INFO:2025-04-09 12:37:17,396: Epoch [18/100], Step [90/103], Loss: 0.76168, Disc Loss: 0.00000, Dur Loss: 1.74246, CE Loss: 0.12237, LM Loss: 2.55052, Gen Loss: 9.74750, Sty Loss: 0.00000, Diff Loss: 0.00000, DiscLM Loss: 0.00000, GenLM Loss: 0.00000
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+ INFO:2025-04-09 12:37:46,591: Epoch [18/100], Step [100/103], Loss: 0.80622, Disc Loss: 0.00000, Dur Loss: 1.60603, CE Loss: 0.15601, LM Loss: 2.91066, Gen Loss: 9.96520, Sty Loss: 0.00000, Diff Loss: 0.00000, DiscLM Loss: 0.00000, GenLM Loss: 0.00000
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+ INFO:2025-04-09 12:38:43,071: Epoch [19/100], Step [10/103], Loss: 0.78710, Disc Loss: 0.00000, Dur Loss: 1.59090, CE Loss: 0.12250, LM Loss: 2.77317, Gen Loss: 9.95114, Sty Loss: 0.00000, Diff Loss: 0.00000, DiscLM Loss: 0.00000, GenLM Loss: 0.00000
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+ INFO:2025-04-09 12:39:12,749: Epoch [19/100], Step [20/103], Loss: 0.82867, Disc Loss: 0.00000, Dur Loss: 1.67882, CE Loss: 0.13499, LM Loss: 2.94026, Gen Loss: 9.50632, Sty Loss: 0.00000, Diff Loss: 0.00000, DiscLM Loss: 0.00000, GenLM Loss: 0.00000
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+ INFO:2025-04-09 12:39:41,776: Epoch [19/100], Step [30/103], Loss: 0.84918, Disc Loss: 0.00000, Dur Loss: 1.71519, CE Loss: 0.15260, LM Loss: 3.02960, Gen Loss: 9.81708, Sty Loss: 0.00000, Diff Loss: 0.00000, DiscLM Loss: 0.00000, GenLM Loss: 0.00000
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+ INFO:2025-04-09 12:40:11,191: Epoch [19/100], Step [40/103], Loss: 0.83548, Disc Loss: 0.00000, Dur Loss: 1.92223, CE Loss: 0.10845, LM Loss: 3.02150, Gen Loss: 9.55020, Sty Loss: 0.00000, Diff Loss: 0.00000, DiscLM Loss: 0.00000, GenLM Loss: 0.00000
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+ INFO:2025-04-09 12:40:40,049: Epoch [19/100], Step [50/103], Loss: 0.75595, Disc Loss: 0.00000, Dur Loss: 1.64697, CE Loss: 0.10299, LM Loss: 2.90410, Gen Loss: 9.06514, Sty Loss: 0.00000, Diff Loss: 0.00000, DiscLM Loss: 0.00000, GenLM Loss: 0.00000
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+ INFO:2025-04-09 12:41:08,256: Epoch [19/100], Step [60/103], Loss: 0.80932, Disc Loss: 0.00000, Dur Loss: 2.28425, CE Loss: 0.13569, LM Loss: 2.72692, Gen Loss: 8.26282, Sty Loss: 0.00000, Diff Loss: 0.00000, DiscLM Loss: 0.00000, GenLM Loss: 0.00000
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+ INFO:2025-04-09 12:41:36,746: Epoch [19/100], Step [70/103], Loss: 0.77797, Disc Loss: 0.00000, Dur Loss: 2.12093, CE Loss: 0.11418, LM Loss: 2.61755, Gen Loss: 8.56576, Sty Loss: 0.00000, Diff Loss: 0.00000, DiscLM Loss: 0.00000, GenLM Loss: 0.00000
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+ INFO:2025-04-09 12:42:05,956: Epoch [19/100], Step [80/103], Loss: 0.81393, Disc Loss: 0.00000, Dur Loss: 1.62894, CE Loss: 0.11718, LM Loss: 3.05149, Gen Loss: 10.15642, Sty Loss: 0.00000, Diff Loss: 0.00000, DiscLM Loss: 0.00000, GenLM Loss: 0.00000
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+ INFO:2025-04-09 12:42:34,618: Epoch [19/100], Step [90/103], Loss: 0.77880, Disc Loss: 0.00000, Dur Loss: 2.23600, CE Loss: 0.14255, LM Loss: 2.61451, Gen Loss: 8.71136, Sty Loss: 0.00000, Diff Loss: 0.00000, DiscLM Loss: 0.00000, GenLM Loss: 0.00000
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+ INFO:2025-04-09 12:43:04,259: Epoch [19/100], Step [100/103], Loss: 0.85065, Disc Loss: 0.00000, Dur Loss: 1.75643, CE Loss: 0.09594, LM Loss: 2.78294, Gen Loss: 9.21372, Sty Loss: 0.00000, Diff Loss: 0.00000, DiscLM Loss: 0.00000, GenLM Loss: 0.00000
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+ INFO:2025-04-09 12:43:50,081: Epoch [20/100], Step [10/103], Loss: 0.77632, Disc Loss: 0.00000, Dur Loss: 2.26881, CE Loss: 0.17921, LM Loss: 2.66183, Gen Loss: 7.91959, Sty Loss: 0.00000, Diff Loss: 0.00000, DiscLM Loss: 0.00000, GenLM Loss: 0.00000
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+ INFO:2025-04-09 12:44:19,146: Epoch [20/100], Step [20/103], Loss: 0.77058, Disc Loss: 0.00000, Dur Loss: 1.62597, CE Loss: 0.08192, LM Loss: 2.86447, Gen Loss: 10.47133, Sty Loss: 0.00000, Diff Loss: 0.00000, DiscLM Loss: 0.00000, GenLM Loss: 0.00000
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+ INFO:2025-04-09 12:44:47,209: Epoch [20/100], Step [30/103], Loss: 0.79801, Disc Loss: 0.00000, Dur Loss: 1.60537, CE Loss: 0.10829, LM Loss: 3.02000, Gen Loss: 9.10864, Sty Loss: 0.00000, Diff Loss: 0.00000, DiscLM Loss: 0.00000, GenLM Loss: 0.00000
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+ INFO:2025-04-09 12:45:16,810: Epoch [20/100], Step [40/103], Loss: 0.82157, Disc Loss: 0.00000, Dur Loss: 1.59507, CE Loss: 0.10377, LM Loss: 2.97740, Gen Loss: 11.05145, Sty Loss: 0.00000, Diff Loss: 0.00000, DiscLM Loss: 0.00000, GenLM Loss: 0.00000
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+ INFO:2025-04-09 12:45:46,126: Epoch [20/100], Step [50/103], Loss: 0.75644, Disc Loss: 0.00000, Dur Loss: 1.82209, CE Loss: 0.10777, LM Loss: 2.89411, Gen Loss: 9.60386, Sty Loss: 0.00000, Diff Loss: 0.00000, DiscLM Loss: 0.00000, GenLM Loss: 0.00000
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+ INFO:2025-04-09 12:46:15,344: Epoch [20/100], Step [60/103], Loss: 0.84101, Disc Loss: 0.00000, Dur Loss: 1.50214, CE Loss: 0.09208, LM Loss: 2.87110, Gen Loss: 9.34282, Sty Loss: 0.00000, Diff Loss: 0.00000, DiscLM Loss: 0.00000, GenLM Loss: 0.00000
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+ INFO:2025-04-09 12:46:46,016: Epoch [20/100], Step [70/103], Loss: 0.79210, Disc Loss: 0.00000, Dur Loss: 1.58182, CE Loss: 0.10560, LM Loss: 2.76564, Gen Loss: 9.59843, Sty Loss: 0.00000, Diff Loss: 0.00000, DiscLM Loss: 0.00000, GenLM Loss: 0.00000
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+ INFO:2025-04-09 12:47:16,992: Epoch [20/100], Step [80/103], Loss: 0.77358, Disc Loss: 0.00000, Dur Loss: 1.46772, CE Loss: 0.08404, LM Loss: 2.63258, Gen Loss: 9.00339, Sty Loss: 0.00000, Diff Loss: 0.00000, DiscLM Loss: 0.00000, GenLM Loss: 0.00000
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+ INFO:2025-04-09 12:47:46,903: Epoch [20/100], Step [90/103], Loss: 0.78595, Disc Loss: 0.00000, Dur Loss: 1.87240, CE Loss: 0.12322, LM Loss: 2.84861, Gen Loss: 9.68945, Sty Loss: 0.00000, Diff Loss: 0.00000, DiscLM Loss: 0.00000, GenLM Loss: 0.00000
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+ INFO:2025-04-09 12:48:16,558: Epoch [20/100], Step [100/103], Loss: 0.79902, Disc Loss: 0.00000, Dur Loss: 1.73872, CE Loss: 0.10624, LM Loss: 2.79594, Gen Loss: 8.89270, Sty Loss: 0.00000, Diff Loss: 0.00000, DiscLM Loss: 0.00000, GenLM Loss: 0.00000
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+ INFO:2025-04-09 12:49:03,321: Epoch [21/100], Step [10/103], Loss: 0.82452, Disc Loss: 0.00000, Dur Loss: 1.57016, CE Loss: 0.10005, LM Loss: 3.00812, Gen Loss: 10.62230, Sty Loss: 0.00000, Diff Loss: 0.00000, DiscLM Loss: 0.00000, GenLM Loss: 0.00000
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+ INFO:2025-04-09 12:49:32,198: Epoch [21/100], Step [20/103], Loss: 0.81761, Disc Loss: 0.00000, Dur Loss: 1.77286, CE Loss: 0.10205, LM Loss: 2.77038, Gen Loss: 9.70168, Sty Loss: 0.00000, Diff Loss: 0.00000, DiscLM Loss: 0.00000, GenLM Loss: 0.00000
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+ INFO:2025-04-09 12:50:02,396: Epoch [21/100], Step [30/103], Loss: 0.76169, Disc Loss: 0.00000, Dur Loss: 1.84499, CE Loss: 0.11102, LM Loss: 2.87136, Gen Loss: 8.31810, Sty Loss: 0.00000, Diff Loss: 0.00000, DiscLM Loss: 0.00000, GenLM Loss: 0.00000