声音特点适用领域：成熟知性，温婉大方，情感，名人，影视，动漫，小说
模型配音效果
鉴于GPT-SOVITS模型自回归特性，即其配音情绪高度依赖于所提供的参考音频，特此说明：本视频所展示的配音情绪仅为采用某一特定参考音频时的效果示例，并不全面反映GPT-SOVITS模型能够生成的全部情绪范围及最终配音质量的上限。模型的最终表现将随着不同参考音频的输入而展现出多样化。
模型下载
模型训练日志
2024-08-15 19:27:53,803 peiyin.me 女声 温柔细语 INFO {'train': {'log_interval': 100, 'eval_interval': 500, 'seed': 1234, 'epochs': 20, 'learning_rate': 0.0001, 'betas': [0.8, 0.99], 'eps': 1e-09, 'batch_size': 11, 'fp16_run': True, 'lr_decay': 0.999875, 'segment_size': 20480, 'init_lr_ratio': 1, 'warmup_epochs': 0, 'c_mel': 45, 'c_kl': 1.0, 'text_low_lr_rate': 0.4, 'pretrained_s2G': 'GPT_SoVITS/pretrained_models/gsv-v2final-pretrained/s2G2333k.pth', 'pretrained_s2D': 'GPT_SoVITS/pretrained_models/gsv-v2final-pretrained/s2D2333k.pth', 'if_save_latest': True, 'if_save_every_weights': True, 'save_every_epoch': 20, 'gpu_numbers': '0'}, 'data': {'max_wav_value': 32768.0, 'sampling_rate': 32000, 'filter_length': 2048, 'hop_length': 640, 'win_length': 2048, 'n_mel_channels': 128, 'mel_fmin': 0.0, 'mel_fmax': None, 'add_blank': True, 'n_speakers': 300, 'cleaned_text': True, 'exp_dir': 'logs/peiyin.me 女声 温柔细语'}, 'model': {'inter_channels': 192, 'hidden_channels': 192, 'filter_channels': 768, 'n_heads': 2, 'n_layers': 6, 'kernel_size': 3, 'p_dropout': 0.1, 'resblock': '1', 'resblock_kernel_sizes': [3, 7, 11], 'resblock_dilation_sizes': [[1, 3, 5], [1, 3, 5], [1, 3, 5]], 'upsample_rates': [10, 8, 2, 2, 2], 'upsample_initial_channel': 512, 'upsample_kernel_sizes': [16, 16, 8, 2, 2], 'n_layers_q': 3, 'use_spectral_norm': False, 'gin_channels': 512, 'semantic_frame_rate': '25hz', 'freeze_quantizer': True, 'version': 'v2'}, 's2_ckpt_dir': 'logs/peiyin.me 女声 温柔细语', 'content_module': 'cnhubert', 'save_weight_dir': 'SoVITS_weights_v2', 'name': 'peiyin.me 女声 温柔细语', 'version': 'v2', 'pretrain': None, 'resume_step': None}
2024-08-15 19:27:55,193 peiyin.me 女声 温柔细语 INFO loaded pretrained GPT_SoVITS/pretrained_models/gsv-v2final-pretrained/s2G2333k.pth
2024-08-15 19:27:55,416 peiyin.me 女声 温柔细语 INFO loaded pretrained GPT_SoVITS/pretrained_models/gsv-v2final-pretrained/s2D2333k.pth
2024-08-15 19:28:28,555 peiyin.me 女声 温柔细语 INFO Train Epoch: 1 [0%]
2024-08-15 19:28:28,555 peiyin.me 女声 温柔细语 INFO [2.615226984024048, 1.8030529022216797, 9.670768737792969, 23.068233489990234, 0.0, 2.4216341972351074, 0, 9.99875e-05]
2024-08-15 19:29:17,534 peiyin.me 女声 温柔细语 INFO ====> Epoch: 1
2024-08-15 19:30:08,141 peiyin.me 女声 温柔细语 INFO Train Epoch: 2 [92%]
2024-08-15 19:30:08,142 peiyin.me 女声 温柔细语 INFO [2.393908977508545, 2.909616231918335, 10.686731338500977, 23.897199630737305, 0.0, 2.406158208847046, 100, 9.99750015625e-05]
2024-08-15 19:30:11,143 peiyin.me 女声 温柔细语 INFO ====> Epoch: 2
2024-08-15 19:31:04,244 peiyin.me 女声 温柔细语 INFO ====> Epoch: 3
2024-08-15 19:31:50,543 peiyin.me 女声 温柔细语 INFO Train Epoch: 4 [85%]
2024-08-15 19:31:50,544 peiyin.me 女声 温柔细语 INFO [2.4715044498443604, 2.7174744606018066, 11.328039169311523, 24.658676147460938, 0.0, 1.7560633420944214, 200, 9.995000937421877e-05]
2024-08-15 19:31:56,787 peiyin.me 女声 温柔细语 INFO ====> Epoch: 4
2024-08-15 19:32:50,193 peiyin.me 女声 温柔细语 INFO ====> Epoch: 5
2024-08-15 19:33:32,086 peiyin.me 女声 温柔细语 INFO Train Epoch: 6 [77%]
2024-08-15 19:33:32,087 peiyin.me 女声 温柔细语 INFO [2.1306326389312744, 2.7022132873535156, 9.052684783935547, 22.971559524536133, 0.0, 1.9271130561828613, 300, 9.99250234335941e-05]
2024-08-15 19:33:42,432 peiyin.me 女声 温柔细语 INFO ====> Epoch: 6
2024-08-15 19:34:34,910 peiyin.me 女声 温柔细语 INFO ====> Epoch: 7
2024-08-15 19:35:13,232 peiyin.me 女声 温柔细语 INFO Train Epoch: 8 [69%]
2024-08-15 19:35:13,233 peiyin.me 女声 温柔细语 INFO [2.361597776412964, 2.556244373321533, 10.283003807067871, 23.284622192382812, 0.0, 1.7756482362747192, 400, 9.990004373906418e-05]
2024-08-15 19:35:27,211 peiyin.me 女声 温柔细语 INFO ====> Epoch: 8
2024-08-15 19:36:24,585 peiyin.me 女声 温柔细语 INFO ====> Epoch: 9
2024-08-15 19:37:01,113 peiyin.me 女声 温柔细语 INFO Train Epoch: 10 [62%]
2024-08-15 19:37:01,113 peiyin.me 女声 温柔细语 INFO [2.4046707153320312, 2.3616063594818115, 7.479605197906494, 21.65583038330078, 0.0, 1.8768737316131592, 500, 9.987507028906759e-05]
2024-08-15 19:37:16,747 peiyin.me 女声 温柔细语 INFO ====> Epoch: 10
2024-08-15 19:38:08,340 peiyin.me 女声 温柔细语 INFO ====> Epoch: 11
2024-08-15 19:38:37,340 peiyin.me 女声 温柔细语 INFO Train Epoch: 12 [54%]
2024-08-15 19:38:37,340 peiyin.me 女声 温柔细语 INFO [1.7580347061157227, 3.2682085037231445, 14.787663459777832, 28.838266372680664, 0.0, 2.24174165725708, 600, 9.98501030820433e-05]
2024-08-15 19:39:00,314 peiyin.me 女声 温柔细语 INFO ====> Epoch: 12
2024-08-15 19:39:52,301 peiyin.me 女声 温柔细语 INFO ====> Epoch: 13
2024-08-15 19:40:21,595 peiyin.me 女声 温柔细语 INFO Train Epoch: 14 [46%]
2024-08-15 19:40:21,595 peiyin.me 女声 温柔细语 INFO [2.3736326694488525, 2.577591896057129, 10.440973281860352, 23.496627807617188, 0.0, 1.7981373071670532, 700, 9.982514211643064e-05]
2024-08-15 19:40:44,083 peiyin.me 女声 温柔细语 INFO ====> Epoch: 14
2024-08-15 19:41:35,151 peiyin.me 女声 温柔细语 INFO ====> Epoch: 15
2024-08-15 19:41:57,912 peiyin.me 女声 温柔细语 INFO Train Epoch: 16 [38%]
2024-08-15 19:41:57,913 peiyin.me 女声 温柔细语 INFO [2.37969970703125, 2.6615395545959473, 9.603857040405273, 22.911399841308594, 0.0, 1.5319530963897705, 800, 9.980018739066937e-05]
2024-08-15 19:42:26,372 peiyin.me 女声 温柔细语 INFO ====> Epoch: 16
2024-08-15 19:43:16,852 peiyin.me 女声 温柔细语 INFO ====> Epoch: 17
2024-08-15 19:43:46,995 peiyin.me 女声 温柔细语 INFO Train Epoch: 18 [31%]
2024-08-15 19:43:46,996 peiyin.me 女声 温柔细语 INFO [2.5225586891174316, 2.4440131187438965, 8.501191139221191, 21.12610626220703, 0.0, 1.4514586925506592, 900, 9.977523890319963e-05]
2024-08-15 19:44:20,023 peiyin.me 女声 温柔细语 INFO ====> Epoch: 18
2024-08-15 19:45:18,201 peiyin.me 女声 温柔细语 INFO ====> Epoch: 19
2024-08-15 19:45:34,736 peiyin.me 女声 温柔细语 INFO Train Epoch: 20 [23%]
2024-08-15 19:45:34,737 peiyin.me 女声 温柔细语 INFO [2.519047737121582, 2.3859481811523438, 7.7288737297058105, 21.104707717895508, 0.0, 1.6041977405548096, 1000, 9.975029665246193e-05]
2024-08-15 19:46:15,928 peiyin.me 女声 温柔细语 INFO Saving model and optimizer state at iteration 20 to logs/peiyin.me 女声 温柔细语/logs_s2\G_233333333333.pth
2024-08-15 19:46:16,834 peiyin.me 女声 温柔细语 INFO Saving model and optimizer state at iteration 20 to logs/peiyin.me 女声 温柔细语/logs_s2\D_233333333333.pth
2024-08-15 19:46:18,458 peiyin.me 女声 温柔细语 INFO saving ckpt peiyin.me 女声 温柔细语_e20:Success.
2024-08-15 19:46:18,459 peiyin.me 女声 温柔细语 INFO ====> Epoch: 20如何使用配音模型
1，gpt-sovits模型云端部署
https://aiaf.cc/gpt-sovits-yunduan/.html
2，gpt-sovits模型本地部署
https://aiaf.cc/gpt-sovits/.html
如果您想一对一远程教学模型安装、模型训练，请联系微信 xiaoming1870
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