角色介绍
永雏塔菲，女，个人势虚拟偶像。2021年6月，她主要在视频网站哔哩哔哩通过直播、动态与动画投稿的方式开展虚拟主播活动；同时也在视频网站YouTube、抖音以及社交网站微博、Twitter等多个网络平台进行虚拟偶像活动。
配音模型效果
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。
训练日志
2024-07-02 10:32:44,574 Taffy INFO {'train': {'log_interval': 100, 'eval_interval': 500, 'seed': 1234, 'epochs': 8, '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/s2G488k.pth', 'pretrained_s2D': 'GPT_SoVITS/pretrained_models/s2D488k.pth', 'if_save_latest': True, 'if_save_every_weights': True, 'save_every_epoch': 4, '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/Taffy'}, '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}, 's2_ckpt_dir': 'logs/Taffy', 'content_module': 'cnhubert', 'save_weight_dir': 'SoVITS_weights', 'name': 'Taffy', 'pretrain': None, 'resume_step': None}
2024-07-02 10:32:45,960 Taffy INFO loaded pretrained GPT_SoVITS/pretrained_models/s2G488k.pth
2024-07-02 10:32:46,156 Taffy INFO loaded pretrained GPT_SoVITS/pretrained_models/s2D488k.pth
2024-07-02 10:33:15,022 Taffy INFO Train Epoch: 1 [0%]
2024-07-02 10:33:15,022 Taffy INFO [2.4960834980010986, 2.2735910415649414, 7.0620341300964355, 19.9090576171875, 0.0, 2.9329488277435303, 0, 9.99875e-05]
2024-07-02 10:33:43,061 Taffy 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': 20, '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/s2G488k.pth', 'pretrained_s2D': 'GPT_SoVITS/pretrained_models/s2D488k.pth', 'if_save_latest': True, 'if_save_every_weights': True, 'save_every_epoch': 10, '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/Taffy'}, '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}, 's2_ckpt_dir': 'logs/Taffy', 'content_module': 'cnhubert', 'save_weight_dir': 'SoVITS_weights', 'name': 'Taffy', 'pretrain': None, 'resume_step': None}
2024-07-02 10:33:44,296 Taffy INFO loaded pretrained GPT_SoVITS/pretrained_models/s2G488k.pth
2024-07-02 10:33:44,510 Taffy INFO loaded pretrained GPT_SoVITS/pretrained_models/s2D488k.pth
2024-07-02 23:15:09,755 Taffy INFO Train Epoch: 1 [0%]
2024-07-02 23:15:09,755 Taffy INFO [2.603549003601074, 2.170898914337158, 9.015737533569336, 20.780746459960938, 0.0, 2.8269424438476562, 0, 9.99875e-05]
2024-07-02 23:15:24,270 Taffy INFO ====> Epoch: 1
2024-07-02 23:15:38,422 Taffy INFO ====> Epoch: 2
2024-07-02 23:15:52,663 Taffy INFO ====> Epoch: 3
2024-07-02 23:19:07,019 Taffy INFO ====> Epoch: 4
2024-07-02 23:19:20,886 Taffy INFO ====> Epoch: 5
2024-07-02 23:19:34,134 Taffy INFO Train Epoch: 6 [88%]
2024-07-02 23:19:34,134 Taffy INFO [2.6198172569274902, 2.351412773132324, 9.823515892028809, 19.64070701599121, 0.0, 1.6281896829605103, 100, 9.99250234335941e-05]
2024-07-02 23:19:35,246 Taffy INFO ====> Epoch: 6
2024-07-02 23:19:49,363 Taffy INFO ====> Epoch: 7
2024-07-02 10:36:03,333 Taffy INFO ====> Epoch: 8
2024-07-02 10:36:17,042 Taffy INFO ====> Epoch: 9
2024-07-02 10:36:31,009 Taffy INFO Saving model and optimizer state at iteration 10 to logs/Taffy/logs_s2\G_233333333333.pth
2024-07-02 10:36:31,829 Taffy INFO Saving model and optimizer state at iteration 10 to logs/Taffy/logs_s2\D_233333333333.pth
2024-07-02 10:36:32,947 Taffy INFO saving ckpt Taffy_e10:Success.
2024-07-02 10:36:32,948 Taffy INFO ====> Epoch: 10
2024-07-02 10:36:47,323 Taffy INFO ====> Epoch: 11
2024-07-02 10:36:59,202 Taffy INFO Train Epoch: 12 [76%]
2024-07-02 10:36:59,202 Taffy INFO [2.5783495903015137, 2.3862318992614746, 10.590505599975586, 19.603647232055664, 0.0, 1.4245914220809937, 200, 9.98501030820433e-05]
2024-07-02 10:37:01,817 Taffy INFO ====> Epoch: 12
2024-07-02 10:37:15,825 Taffy INFO ====> Epoch: 13
2024-07-02 10:37:29,798 Taffy INFO ====> Epoch: 14
2024-07-02 10:37:43,754 Taffy INFO ====> Epoch: 15
2024-07-02 10:37:57,609 Taffy INFO ====> Epoch: 16
2024-07-02 10:38:11,718 Taffy INFO ====> Epoch: 17
2024-07-02 10:38:22,118 Taffy INFO Train Epoch: 18 [65%]
2024-07-02 10:38:22,119 Taffy INFO [2.4857614040374756, 2.3586795330047607, 9.014538764953613, 19.638473510742188, 0.0, 1.8002816438674927, 300, 9.977523890319963e-05]
2024-07-02 10:38:26,170 Taffy INFO ====> Epoch: 18
2024-07-02 10:38:40,110 Taffy INFO ====> Epoch: 19
2024-07-02 10:38:54,206 Taffy INFO Saving model and optimizer state at iteration 20 to logs/Taffy/logs_s2\G_233333333333.pth
2024-07-02 10:38:55,269 Taffy INFO Saving model and optimizer state at iteration 20 to logs/Taffy/logs_s2\D_233333333333.pth
2024-07-02 10:38:57,732 Taffy INFO saving ckpt Taffy_e20:Success.
2024-07-02 10:38:57,732 Taffy 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
声音版权使用声明
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