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 LJSpeech/epoch_2nd_00093.wav filter=lfs diff=lfs merge=lfs -text
 LJSpeech/epoch_2nd_00094.wav filter=lfs diff=lfs merge=lfs -text
 LJSpeech/epoch_2nd_00095.wav filter=lfs diff=lfs merge=lfs -text
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LJSpeech/config.yml

@@ -1,11 +1,11 @@
 {ASR_config: Utils/ASR/config.yml, ASR_path: Utils/ASR/epoch_00080.pth, F0_path: Utils/JDC/bst.t7,
   PLBERT_dir: Utils/PLBERT/, batch_size: 2, data_params: {OOD_data: Data/OOD_texts.txt,
     min_length: 50, root_path: /content/StyleTTS2/Dataset, train_data: Data/train_list.txt,
-    val_data: Data/val_list.txt}, device: cuda, epochs_1st: 20, epochs_2nd: 100, first_stage_path: first_stage.pth,
+    val_data: Data/val_list.txt}, device: cuda, epochs_1st: 20, epochs_2nd: 200, first_stage_path: first_stage.pth,
   load_only_params: false, log_dir: Models/LJSpeech, log_interval: 10, loss_params: {
     TMA_epoch: 10000, diff_epoch: 0, joint_epoch: 0, lambda_F0: 1.0, lambda_ce: 20.0,
     lambda_diff: 1.0, lambda_dur: 1.0, lambda_gen: 1.0, lambda_mel: 5.0, lambda_mono: 1.0,
-    lambda_norm: 1.0, lambda_s2s: 1.0, lambda_slm: 1.0, lambda_sty: 1.0}, max_len: 390,
+    lambda_norm: 1.0, lambda_s2s: 1.0, lambda_slm: 1.0, lambda_sty: 1.0}, max_len: 350,
   model_params: {decoder: {gen_istft_hop_size: 5, gen_istft_n_fft: 20, resblock_dilation_sizes: [
         [1, 3, 5], [1, 3, 5], [1, 3, 5]], resblock_kernel_sizes: [3, 7, 11], type: istftnet,
       upsample_initial_channel: 512, upsample_kernel_sizes: [20, 12], upsample_rates: [
@@ -16,6 +16,6 @@
     slm: {hidden: 768, initial_channel: 64, model: microsoft/wavlm-base-plus, nlayers: 13,
       sr: 16000}, style_dim: 128}, optimizer_params: {bert_lr: 1.0e-05, ft_lr: 1.0e-05,
     lr: 0.0001}, preprocess_params: {spect_params: {hop_length: 300, n_fft: 2048,
-      win_length: 1200}, sr: 24000}, pretrained_model: LJSpeech/epoch_2nd_00088.pth,
+      win_length: 1200}, sr: 24000}, pretrained_model: LJSpeech/epoch_2nd_00094.pth,
   save_freq: 1, second_stage_load_pretrained: true, slmadv_params: {batch_percentage: 0.5,
     iter: 10, max_len: 500, min_len: 400, scale: 0.01, sig: 1.5, thresh: 5}}

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LJSpeech/train.log

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 INFO:2025-04-12 14:24:33,162: Epoch [96/100], Step [60/103], Loss: 0.72715, Disc Loss: 1.49783, Dur Loss: 1.55375, CE Loss: 0.10630, Norm Loss: 2.16670, F0 Loss: 7.20799, LM Loss: 2.99663, Gen Loss: 21.38205, Sty Loss: 0.00000, Diff Loss: 0.00000, DiscLM Loss: 0.00000, GenLM Loss: 0.00000
 INFO:2025-04-12 14:25:18,313: Epoch [96/100], Step [70/103], Loss: 0.71755, Disc Loss: 1.50527, Dur Loss: 1.53739, CE Loss: 0.09369, Norm Loss: 2.11402, F0 Loss: 7.13153, LM Loss: 2.93837, Gen Loss: 21.54548, Sty Loss: 0.00000, Diff Loss: 0.00000, DiscLM Loss: 0.00000, GenLM Loss: 0.00000
+INFO:2025-04-12 14:35:24,958: Epoch [96/200], Step [10/103], Loss: 0.66517, Disc Loss: 2.81911, Dur Loss: 1.82022, CE Loss: 0.09479, Norm Loss: 1.92227, F0 Loss: 3.50522, LM Loss: 2.35088, Gen Loss: 13.73498, Sty Loss: 0.00000, Diff Loss: 0.00000, DiscLM Loss: 0.00000, GenLM Loss: 0.00000
+INFO:2025-04-12 14:36:07,073: Epoch [96/200], Step [20/103], Loss: 0.67535, Disc Loss: 1.89853, Dur Loss: 1.51281, CE Loss: 0.09511, Norm Loss: 1.68943, F0 Loss: 5.22203, LM Loss: 2.63837, Gen Loss: 19.66484, Sty Loss: 0.00000, Diff Loss: 0.00000, DiscLM Loss: 0.00000, GenLM Loss: 0.00000
+INFO:2025-04-12 14:36:50,589: Epoch [96/200], Step [30/103], Loss: 0.70742, Disc Loss: 1.51376, Dur Loss: 1.52717, CE Loss: 0.09866, Norm Loss: 1.57707, F0 Loss: 4.94102, LM Loss: 2.70260, Gen Loss: 21.41569, Sty Loss: 0.00000, Diff Loss: 0.00000, DiscLM Loss: 0.00000, GenLM Loss: 0.00000
+INFO:2025-04-12 14:37:32,673: Epoch [96/200], Step [40/103], Loss: 0.75136, Disc Loss: 1.53640, Dur Loss: 1.69556, CE Loss: 0.09863, Norm Loss: 2.37939, F0 Loss: 7.63585, LM Loss: 2.86710, Gen Loss: 20.99838, Sty Loss: 0.00000, Diff Loss: 0.00000, DiscLM Loss: 0.00000, GenLM Loss: 0.00000
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+INFO:2025-04-12 15:04:06,128: Epoch [99/200], Step [100/103], Loss: 0.71630, Disc Loss: 2.42685, Dur Loss: 1.46583, CE Loss: 0.09092, Norm Loss: 1.39676, F0 Loss: 3.61509, LM Loss: 2.54581, Gen Loss: 17.85542, Sty Loss: 0.00000, Diff Loss: 0.00000, DiscLM Loss: 0.00000, GenLM Loss: 0.00000
+INFO:2025-04-12 15:05:19,858: Epoch [100/200], Step [10/103], Loss: 0.73524, Disc Loss: 2.07873, Dur Loss: 1.51258, CE Loss: 0.09843, Norm Loss: 2.22984, F0 Loss: 6.50131, LM Loss: 2.94679, Gen Loss: 21.33787, Sty Loss: 0.00000, Diff Loss: 0.00000, DiscLM Loss: 0.00000, GenLM Loss: 0.00000
+INFO:2025-04-12 15:06:02,068: Epoch [100/200], Step [20/103], Loss: 0.67681, Disc Loss: 2.32406, Dur Loss: 1.63993, CE Loss: 0.09317, Norm Loss: 1.35309, F0 Loss: 3.61750, LM Loss: 2.39046, Gen Loss: 16.75561, Sty Loss: 0.00000, Diff Loss: 0.00000, DiscLM Loss: 0.00000, GenLM Loss: 0.00000
+INFO:2025-04-12 15:06:42,025: Epoch [100/200], Step [30/103], Loss: 0.66471, Disc Loss: 2.20237, Dur Loss: 2.39602, CE Loss: 0.15777, Norm Loss: 2.27787, F0 Loss: 5.00489, LM Loss: 2.54965, Gen Loss: 16.56591, Sty Loss: 0.00000, Diff Loss: 0.00000, DiscLM Loss: 0.00000, GenLM Loss: 0.00000
+INFO:2025-04-12 15:07:24,501: Epoch [100/200], Step [40/103], Loss: 0.73774, Disc Loss: 1.70490, Dur Loss: 1.52090, CE Loss: 0.08449, Norm Loss: 1.60956, F0 Loss: 7.19771, LM Loss: 2.67609, Gen Loss: 20.08993, Sty Loss: 0.00000, Diff Loss: 0.00000, DiscLM Loss: 0.00000, GenLM Loss: 0.00000
+INFO:2025-04-12 15:08:07,037: Epoch [100/200], Step [50/103], Loss: 0.74073, Disc Loss: 1.47693, Dur Loss: 1.54592, CE Loss: 0.09834, Norm Loss: 1.46889, F0 Loss: 4.85092, LM Loss: 2.76015, Gen Loss: 21.58799, Sty Loss: 0.00000, Diff Loss: 0.00000, DiscLM Loss: 0.00000, GenLM Loss: 0.00000
+INFO:2025-04-12 15:08:49,606: Epoch [100/200], Step [60/103], Loss: 0.73018, Disc Loss: 1.57576, Dur Loss: 1.56224, CE Loss: 0.09514, Norm Loss: 1.50395, F0 Loss: 5.48335, LM Loss: 2.53792, Gen Loss: 21.33253, Sty Loss: 0.00000, Diff Loss: 0.00000, DiscLM Loss: 0.00000, GenLM Loss: 0.00000
+INFO:2025-04-12 15:09:31,139: Epoch [100/200], Step [70/103], Loss: 0.76216, Disc Loss: 1.62158, Dur Loss: 1.46253, CE Loss: 0.09366, Norm Loss: 1.79072, F0 Loss: 6.32809, LM Loss: 2.77355, Gen Loss: 20.74023, Sty Loss: 0.00000, Diff Loss: 0.00000, DiscLM Loss: 0.00000, GenLM Loss: 0.00000
+INFO:2025-04-12 15:10:12,784: Epoch [100/200], Step [80/103], Loss: 0.72916, Disc Loss: 1.53916, Dur Loss: 1.77534, CE Loss: 0.11839, Norm Loss: 1.98134, F0 Loss: 6.19282, LM Loss: 2.97365, Gen Loss: 22.20041, Sty Loss: 0.00000, Diff Loss: 0.00000, DiscLM Loss: 0.00000, GenLM Loss: 0.00000
+INFO:2025-04-12 15:10:55,198: Epoch [100/200], Step [90/103], Loss: 0.71215, Disc Loss: 1.66989, Dur Loss: 1.50590, CE Loss: 0.08542, Norm Loss: 2.03924, F0 Loss: 6.27232, LM Loss: 2.78864, Gen Loss: 19.87838, Sty Loss: 0.00000, Diff Loss: 0.00000, DiscLM Loss: 0.00000, GenLM Loss: 0.00000
+INFO:2025-04-12 15:11:37,597: Epoch [100/200], Step [100/103], Loss: 0.72496, Disc Loss: 2.23836, Dur Loss: 1.57660, CE Loss: 0.09974, Norm Loss: 1.89023, F0 Loss: 5.32573, LM Loss: 2.46833, Gen Loss: 16.37561, Sty Loss: 0.00000, Diff Loss: 0.00000, DiscLM Loss: 0.00000, GenLM Loss: 0.00000
+INFO:2025-04-12 15:12:41,556: Epoch [101/200], Step [10/103], Loss: 0.75005, Disc Loss: 1.57431, Dur Loss: 1.76341, CE Loss: 0.10832, Norm Loss: 1.95456, F0 Loss: 6.23764, LM Loss: 2.92322, Gen Loss: 21.57575, Sty Loss: 0.00000, Diff Loss: 0.00000, DiscLM Loss: 0.00000, GenLM Loss: 0.00000
+INFO:2025-04-12 15:13:24,387: Epoch [101/200], Step [20/103], Loss: 0.71969, Disc Loss: 1.49953, Dur Loss: 1.50388, CE Loss: 0.09256, Norm Loss: 1.23256, F0 Loss: 4.54157, LM Loss: 2.73445, Gen Loss: 21.92538, Sty Loss: 0.00000, Diff Loss: 0.00000, DiscLM Loss: 0.00000, GenLM Loss: 0.00000
+INFO:2025-04-12 15:14:04,855: Epoch [101/200], Step [30/103], Loss: 0.65989, Disc Loss: 1.73844, Dur Loss: 1.36198, CE Loss: 0.07710, Norm Loss: 1.34117, F0 Loss: 5.39970, LM Loss: 2.44365, Gen Loss: 20.59039, Sty Loss: 0.00000, Diff Loss: 0.00000, DiscLM Loss: 0.00000, GenLM Loss: 0.00000
+INFO:2025-04-12 15:14:48,055: Epoch [101/200], Step [40/103], Loss: 0.72008, Disc Loss: 1.54969, Dur Loss: 1.61344, CE Loss: 0.09601, Norm Loss: 2.74655, F0 Loss: 8.59569, LM Loss: 3.01844, Gen Loss: 20.97285, Sty Loss: 0.00000, Diff Loss: 0.00000, DiscLM Loss: 0.00000, GenLM Loss: 0.00000
+INFO:2025-04-12 15:15:29,938: Epoch [101/200], Step [50/103], Loss: 0.69104, Disc Loss: 1.54124, Dur Loss: 1.37985, CE Loss: 0.08120, Norm Loss: 1.73466, F0 Loss: 5.20579, LM Loss: 2.85039, Gen Loss: 21.90316, Sty Loss: 0.00000, Diff Loss: 0.00000, DiscLM Loss: 0.00000, GenLM Loss: 0.00000
+INFO:2025-04-12 15:16:10,928: Epoch [101/200], Step [60/103], Loss: 0.72856, Disc Loss: 1.54366, Dur Loss: 1.34778, CE Loss: 0.07901, Norm Loss: 1.91357, F0 Loss: 6.63629, LM Loss: 2.77656, Gen Loss: 21.46802, Sty Loss: 0.00000, Diff Loss: 0.00000, DiscLM Loss: 0.00000, GenLM Loss: 0.00000
+INFO:2025-04-12 15:16:52,173: Epoch [101/200], Step [70/103], Loss: 0.72082, Disc Loss: 1.90736, Dur Loss: 1.69751, CE Loss: 0.11669, Norm Loss: 1.26670, F0 Loss: 4.00284, LM Loss: 2.63245, Gen Loss: 18.72971, Sty Loss: 0.00000, Diff Loss: 0.00000, DiscLM Loss: 0.00000, GenLM Loss: 0.00000
+INFO:2025-04-12 15:17:34,606: Epoch [101/200], Step [80/103], Loss: 0.74110, Disc Loss: 2.24410, Dur Loss: 1.58150, CE Loss: 0.08634, Norm Loss: 1.34568, F0 Loss: 4.34264, LM Loss: 2.47707, Gen Loss: 16.53932, Sty Loss: 0.00000, Diff Loss: 0.00000, DiscLM Loss: 0.00000, GenLM Loss: 0.00000
+INFO:2025-04-12 15:18:18,250: Epoch [101/200], Step [90/103], Loss: 0.73554, Disc Loss: 1.53876, Dur Loss: 1.59243, CE Loss: 0.10816, Norm Loss: 1.41553, F0 Loss: 4.93778, LM Loss: 2.73023, Gen Loss: 21.14102, Sty Loss: 0.00000, Diff Loss: 0.00000, DiscLM Loss: 0.00000, GenLM Loss: 0.00000
+INFO:2025-04-12 15:19:00,560: Epoch [101/200], Step [100/103], Loss: 0.75829, Disc Loss: 1.55194, Dur Loss: 1.58834, CE Loss: 0.10557, Norm Loss: 1.96924, F0 Loss: 7.15033, LM Loss: 2.91751, Gen Loss: 21.80116, Sty Loss: 0.00000, Diff Loss: 0.00000, DiscLM Loss: 0.00000, GenLM Loss: 0.00000
+INFO:2025-04-12 15:20:10,345: Epoch [102/200], Step [10/103], Loss: 0.67582, Disc Loss: 1.58118, Dur Loss: 1.65237, CE Loss: 0.11140, Norm Loss: 2.59707, F0 Loss: 8.55058, LM Loss: 2.86310, Gen Loss: 21.93553, Sty Loss: 0.00000, Diff Loss: 0.00000, DiscLM Loss: 0.00000, GenLM Loss: 0.00000
+INFO:2025-04-12 15:20:52,835: Epoch [102/200], Step [20/103], Loss: 0.68802, Disc Loss: 1.43425, Dur Loss: 1.67277, CE Loss: 0.08235, Norm Loss: 1.70087, F0 Loss: 7.00103, LM Loss: 2.77918, Gen Loss: 21.53619, Sty Loss: 0.00000, Diff Loss: 0.00000, DiscLM Loss: 0.00000, GenLM Loss: 0.00000