hayapi

自分の声で好きな曲を歌わせる方法

成果物

公式サイト

手順

事前準備

  • 歌っている音源を準備します
    • 10~15分程度の音声データが必要なので、3曲程度歌ったデータを用意します
    • 音声データはできるだけノイズの無い、クリアな音源を用意すると質が向上します
  • ULTIMATE VOCAL REMOVER をインストールし、ボーカルのみの音声を抽出します
    • ボーカルを抽出
    • ハモリやエコーなどを除外します
  • so-vits-svc-fork を使用して、エコーを除いたデータを10秒以下のデータに分割します
    • venv を使用するため venv\Scripts\activate を実行
    PS C:\Users\hayapi\OneDrive\デスクトップ\so-vits-svc-fork-main>
PS C:\Users\hayapi\OneDrive\デスクトップ\so-vits-svc-fork-main> venv\Scripts\activate
(venv) PS C:\Users\hayapi\OneDrive\デスクトップ\so-vits-svc-fork-main>
    • svc pre-split
      • 分割したいファイルをdataset_raw_raw に配置するとdataset_rawに分割してくれる
      (venv) PS C:\Users\hayapi\OneDrive\デスクトップ\so-vits-svc-fork-main> svc pre-split
Writing dataset_raw_raw\XXXXX.wav: 100%|█| 8/8 [00:00<00:00, 109.59it/s]
Writing dataset_raw_raw\XXXXX.wav: 100%|█████████████████| 6/6 [00:00<00:00, 77.92it/s]
Writing dataset_raw_raw\XXXXX.wav: 100%|███████████████████████| 6/6 [00:00<00:00, 59.30it/s]
Writing dataset_raw_raw\XXXXX.wav: 100%|████████████| 19/19 [00:00<00:00, 172.38it/s]
Splitting: 100%|█████████████████████████████████████████████████████████████████████████| 4/4 [00:03<00:00,  1.25it/s]
      • dataset_raw にフォルダを作成し、分割したファイルを移動する
    • svc pre-resample
      (venv) PS C:\Users\hayapi\OneDrive\デスクトップ\so-vits-svc-fork-main> svc pre-resample
Preprocessing:  14%|█████████▍                                                        | 26/181 [00:03<00:08, 18.08it/s][20:26:35] INFO     [20:26:35] Skip                                                            preprocess_resample.py:71
                    dataset_raw\pippi\XXXXX.wav because it is too short.
Preprocessing:  35%|███████████████████████▎                                          | 64/181 [00:03<00:02, 56.44it/s][20:26:35] INFO     [20:26:35] Skip dataset_raw\pippi\                preprocess_resample.py:71
                    Echo)_33.700_33.900.wav because it is too short.
[20:26:35] INFO     [20:26:35] Skip dataset_raw\pippi\XXXXX               preprocess_resample.py:71
                    .wav because it is too short.
Preprocessing: 100%|█████████████████████████████████████████████████████████████████| 181/181 [00:03<00:00, 49.41it/s]
    • svc pre-config
      (venv) PS C:\Users\hayapi\OneDrive\デスクトップ\so-vits-svc-fork-main> svc pre-config
  0%|                                                                                           | 0/98 [00:00<?, ?it/s][20:27:02] WARNING  [20:27:02]                                                                           warnings.py:109
                    C:\Users\hayapi\OneDrive\デスクトップ\so-vits-svc-fork-main\venv\lib\site-pac
                    kages\so_vits_svc_fork\preprocessing\preprocess_flist_config.py:41: FutureWarning:
                    get_duration() keyword argument 'filename' has been renamed to 'path' in version
                    0.10.0.
                            This alias will be removed in version 1.0.
                      if get_duration(filename=path) < 0.3:

100%|█████████████████████████████████████████████████████████████████████████████████| 98/98 [00:00<00:00, 291.03it/s]
100%|█████████████████████████████████████████████████████████████████████████████████| 80/80 [00:00<00:00, 329.36it/s]
           INFO     [20:27:02] Writing filelists\44k\train.txt                             preprocess_flist_config.py:54
           INFO     [20:27:02] Writing filelists\44k\val.txt                               preprocess_flist_config.py:60
           INFO     [20:27:02] Writing filelists\44k\test.txt                              preprocess_flist_config.py:64
           INFO     [20:27:02] Writing configs\44k\config.json                             preprocess_flist_config.py:83
      • 以下に、機械学習の対象となるファイルが指定されていればOK
      • filelists\44k\train.txt
      • filelists\44k\val.txt
      • filelists\44k\test.txt
      • configs\44k\config.json
    • svc pre-hubert
      (venv) PS C:\Users\hayapi\OneDrive\デスクトップ\so-vits-svc-fork-main> svc pre-hubert
[20:29:44] INFO     [20:29:44] n_jobs automatically set to 4, memory: 12282 MiB              preprocess_hubert_f0.py:142
Some weights of HubertModel were not initialized from the model checkpoint at lengyue233/content-vec-best and are newly initialized: ['encoder.pos_conv_embed.conv.parametrizations.weight.original0', 'encoder.pos_conv_embed.conv.parametrizations.weight.original1']
You should probably TRAIN this model on a down-stream task to be able to use it for predictions and inference.
Some weights of HubertModel were not initialized from the model checkpoint at lengyue233/content-vec-best and are newly initialized: ['encoder.pos_conv_embed.conv.parametrizations.weight.original0', 'encoder.pos_conv_embed.conv.parametrizations.weight.original1']
You should probably TRAIN this model on a down-stream task to be able to use it for predictions and inference.
Some weights of HubertModel were not initialized from the model checkpoint at lengyue233/content-vec-best and are newly initialized: ['encoder.pos_conv_embed.conv.parametrizations.weight.original0', 'encoder.pos_conv_embed.conv.parametrizations.weight.original1']
You should probably TRAIN this model on a down-stream task to be able to use it for predictions and inference.
Some weights of HubertModel were not initialized from the model checkpoint at lengyue233/content-vec-best and are newly initialized: ['encoder.pos_conv_embed.conv.parametrizations.weight.original0', 'encoder.pos_conv_embed.conv.parametrizations.weight.original1']
You should probably TRAIN this model on a down-stream task to be able to use it for predictions and inference.
  0%|                                                                                           | 0/45 [00:00<?, ?it/s][20:29:49] INFO     [20:29:49] F0 inference time:       0.055s, RTF: 0.031                                     f0.py:214
[20:29:50] INFO     [20:29:50] F0 inference time:       0.183s, RTF: 0.018                                     f0.py:214
[20:29:50] INFO     [20:29:50] F0 inference time:       0.186s, RTF: 0.019                                     f0.py:214
[20:29:50] INFO     [20:29:50] F0 inference time:       0.183s, RTF: 0.018                                     f0.py:214
[20:29:55] INFO     [20:29:55] HuBERT inference time  : 0.251s, RTF: 0.025                                  utils.py:234
[20:29:55] INFO     [20:29:55] HuBERT inference time  : 0.246s, RTF: 0.025                                  utils.py:234
[20:29:55] INFO     [20:29:55] HuBERT inference time  : 0.185s, RTF: 0.018                                  utils.py:234
[20:29:55] INFO     [20:29:55] HuBERT inference time  : 0.189s, RTF: 0.105                                  utils.py:234
           WARNING  [20:29:55]                                                                           warnings.py:109
                    C:\Users\hayapi\OneDrive\デスクトップ\so-vits-svc-fork-main\venv\lib\site-pac
                    kages\torch\functional.py:660: UserWarning: stft with return_complex=False is
                    deprecated. In a future pytorch release, stft will return complex tensors for all
                    inputs, and return_complex=False will raise an error.
                    Note: you can still call torch.view_as_real on the complex output to recover the old
                    return format. (Triggered internally at
                    ..\aten\src\ATen\native\SpectralOps.cpp:879.)
                      return _VF.stft(input, n_fft, hop_length, win_length, window,  # type:
                    ignore[attr-defined]

           WARNING  [20:29:55]                                                                           warnings.py:109
                    C:\Users\hayapi\OneDrive\デスクトップ\so-vits-svc-fork-main\venv\lib\site-pac
                    kages\torch\functional.py:660: UserWarning: stft with return_complex=False is
                    deprecated. In a future pytorch release, stft will return complex tensors for all
                    inputs, and return_complex=False will raise an error.
                    Note: you can still call torch.view_as_real on the complex output to recover the old
                    return format. (Triggered internally at
                    ..\aten\src\ATen\native\SpectralOps.cpp:879.)
                      return _VF.stft(input, n_fft, hop_length, win_length, window,  # type:
                    ignore[attr-defined]

           WARNING  [20:29:55]                                                                           warnings.py:109
                    C:\Users\hayapi\OneDrive\デスクトップ\so-vits-svc-fork-main\venv\lib\site-pac
                    kages\torch\functional.py:660: UserWarning: stft with return_complex=False is
                    deprecated. In a future pytorch release, stft will return complex tensors for all
                    inputs, and return_complex=False will raise an error.
                    Note: you can still call torch.view_as_real on the complex output to recover the old
                    return format. (Triggered internally at
                    ..\aten\src\ATen\native\SpectralOps.cpp:879.)
                      return _VF.stft(input, n_fft, hop_length, win_length, window,  # type:
                    ignore[attr-defined]

           WARNING  [20:29:55]                                                                           warnings.py:109
                    C:\Users\hayapi\OneDrive\デスクトップ\so-vits-svc-fork-main\venv\lib\site-pac
                    kages\torch\functional.py:660: UserWarning: stft with return_complex=False is
                    deprecated. In a future pytorch release, stft will return complex tensors for all
                    inputs, and return_complex=False will raise an error.
                    Note: you can still call torch.view_as_real on the complex output to recover the old
                    return format. (Triggered internally at
                    ..\aten\src\ATen\native\SpectralOps.cpp:879.)
                      return _VF.stft(input, n_fft, hop_length, win_length, window,  # type:
                    ignore[attr-defined]

                                                                                                                                  INFO     [20:29:55] F0 inference time:       0.067s, RTF: 0.045                                     f0.py:214
           INFO     [20:29:55] HuBERT inference time  : 0.045s, RTF: 0.030                                  utils.py:234
  4%|███▋                                                                               | 2/45 [00:06<01:54,  2.65s/it]
          INFO     [20:29:55] F0 inference time:       0.337s, RTF: 0.034                                     f0.py:214
           INFO     [20:29:55] F0 inference time:       0.346s, RTF: 0.035                                     f0.py:214
           INFO     [20:29:55] F0 inference time:       0.351s, RTF: 0.035                                     f0.py:214
           INFO     [20:29:55] HuBERT inference time  : 0.012s, RTF: 0.001                                  utils.py:234
           INFO     [20:29:55] HuBERT inference time  : 0.012s, RTF: 0.001                                  utils.py:234
           INFO     [20:29:55] HuBERT inference time  : 0.012s, RTF: 0.001                                  utils.py:234
           INFO     [20:29:55] F0 inference time:       0.253s, RTF: 0.042                                     f0.py:214
                                                                                                                                  INFO     [20:29:55] HuBERT inference time  : 0.028s, RTF: 0.005                                  utils.py:234
  7%|█████▌                                                                             | 3/45 [00:06<01:06,  1.58s/it][20:29:56] INFO     [20:29:56] F0 inference time:       0.047s, RTF: 0.016                                     f0.py:214
[20:29:56] INFO     [20:29:56] F0 inference time:       0.097s, RTF: 0.025                                     f0.py:214
           INFO     [20:29:56] HuBERT inference time  : 0.034s, RTF: 0.012                                  utils.py:234
                                                                                                                                  INFO     [20:29:56] HuBERT inference time  : 0.031s, RTF: 0.008                                  utils.py:234
  7%|█████▋                                                                             | 3/44 [00:06<01:04,  1.57s/it]           INFO     [20:29:56] F0 inference time:       0.102s, RTF: 0.022                                     f0.py:214
[20:29:56] INFO     [20:29:56] F0 inference time:       0.220s, RTF: 0.026                                     f0.py:214
[20:29:56] INFO     [20:29:56] F0 inference time:       0.225s, RTF: 0.023                                     f0.py:214
           INFO     [20:29:56] HuBERT inference time  : 0.034s, RTF: 0.007                                  utils.py:234
           INFO     [20:29:56] HuBERT inference time  : 0.031s, RTF: 0.004                                  utils.py:234
                                                                                                                                  INFO     [20:29:56] HuBERT inference time  : 0.035s, RTF: 0.003                                  utils.py:234
  9%|███████▍                                                                           | 4/45 [00:06<00:44,  1.08s/it]
          INFO     [20:29:56] F0 inference time:       0.099s, RTF: 0.030                                     f0.py:214
           INFO     [20:29:56] F0 inference time:       0.109s, RTF: 0.021                                     f0.py:214
           INFO     [20:29:56] F0 inference time:       0.219s, RTF: 0.022                                     f0.py:214
           INFO     [20:29:56] HuBERT inference time  : 0.031s, RTF: 0.009                                  utils.py:234
           INFO     [20:29:56] HuBERT inference time  : 0.014s, RTF: 0.001                                  utils.py:234
                                                                                                                                  INFO     [20:29:56] HuBERT inference time  : 0.033s, RTF: 0.007                                  utils.py:234
 11%|█████████▍                                                                         | 5/44 [00:07<00:27,  1.42it/s]           INFO     [20:29:56] F0 inference time:       0.056s, RTF: 0.037                                     f0.py:214
           INFO     [20:29:56] HuBERT inference time  : 0.054s, RTF: 0.036                                  utils.py:234
  9%|███████▌                                                                           | 4/44 [00:06<00:42,  1.06s/it]           INFO     [20:29:56] F0 inference time:       0.250s, RTF: 0.025                                     f0.py:214
           INFO     [20:29:56] HuBERT inference time  : 0.015s, RTF: 0.001                                  utils.py:234
 11%|█████████▏                                                                         | 5/45 [00:07<00:32,  1.25it/s]
          INFO     [20:29:56] F0 inference time:       0.110s, RTF: 0.033                                     f0.py:214
           INFO     [20:29:56] HuBERT inference time  : 0.009s, RTF: 0.003                                  utils.py:234
                                                                                                                                  INFO     [20:29:56] F0 inference time:       0.266s, RTF: 0.027                                     f0.py:214
           INFO     [20:29:56] F0 inference time:       0.264s, RTF: 0.026                                     f0.py:214
           INFO     [20:29:56] F0 inference time:       0.111s, RTF: 0.021                                     f0.py:214
           INFO     [20:29:56] HuBERT inference time  : 0.011s, RTF: 0.001                                  utils.py:234
           INFO     [20:29:56] HuBERT inference time  : 0.019s, RTF: 0.002                                  utils.py:234
                                                                                                                                  INFO     [20:29:56] HuBERT inference time  : 0.067s, RTF: 0.012                                  utils.py:234
 13%|███████████                                                                        | 6/45 [00:07<00:23,  1.66it/s]           INFO     [20:29:56] F0 inference time:       0.144s, RTF: 0.027                                     f0.py:214
           INFO     [20:29:56] HuBERT inference time  : 0.037s, RTF: 0.007                                  utils.py:234
           INFO     [20:29:56] F0 inference time:       0.290s, RTF: 0.029                                     f0.py:214
                                                                                                                                  INFO     [20:29:56] HuBERT inference time  : 0.013s, RTF: 0.001                                  utils.py:234
                                                                                                                       [20:29:57] INFO     [20:29:57] F0 inference time:       0.310s, RTF: 0.031                                     f0.py:214
[20:29:57] INFO     [20:29:57] F0 inference time:       0.274s, RTF: 0.027                                     f0.py:214
           INFO     [20:29:57] HuBERT inference time  : 0.014s, RTF: 0.001                                  utils.py:234
           INFO     [20:29:57] HuBERT inference time  : 0.016s, RTF: 0.002                                  utils.py:234
 16%|████████████▉                                                                      | 7/45 [00:07<00:19,  1.90it/s][20:29:57] INFO     [20:29:57] F0 inference time:       0.226s, RTF: 0.033                                     f0.py:214
           INFO     [20:29:57] F0 inference time:       0.043s, RTF: 0.024                                     f0.py:214
           INFO     [20:29:57] HuBERT inference time  : 0.013s, RTF: 0.007                                  utils.py:234
           INFO     [20:29:57] HuBERT inference time  : 0.031s, RTF: 0.005                                  utils.py:234
                                                                                                                       [20:29:57] INFO     [20:29:57] F0 inference time:       0.261s, RTF: 0.026                                     f0.py:214
           INFO     [20:29:57] HuBERT inference time  : 0.011s, RTF: 0.001                                  utils.py:234
 16%|█████████████▏                                                                     | 7/44 [00:07<00:18,  2.01it/s]           INFO     [20:29:57] F0 inference time:       0.277s, RTF: 0.028                                     f0.py:214
           INFO     [20:29:57] HuBERT inference time  : 0.020s, RTF: 0.002                                  utils.py:234
                                                                                                                                  INFO     [20:29:57] F0 inference time:       0.326s, RTF: 0.033                                     f0.py:214
           INFO     [20:29:57] F0 inference time:       0.311s, RTF: 0.031                                     f0.py:214
           INFO     [20:29:57] HuBERT inference time  : 0.016s, RTF: 0.002                                  utils.py:234
           INFO     [20:29:57] HuBERT inference time  : 0.018s, RTF: 0.002                                  utils.py:234
 20%|████████████████▌                                                                  | 9/45 [00:08<00:13,  2.58it/s]           INFO     [20:29:57] F0 inference time:       0.315s, RTF: 0.031                                     f0.py:214
           INFO     [20:29:57] HuBERT inference time  : 0.014s, RTF: 0.001                                  utils.py:234
 18%|███████████████                                                                    | 8/44 [00:08<00:16,  2.15it/s]           INFO     [20:29:57] F0 inference time:       0.120s, RTF: 0.033                                     f0.py:214
           INFO     [20:29:57] F0 inference time:       0.267s, RTF: 0.027                                     f0.py:214
           INFO     [20:29:57] HuBERT inference time  : 0.016s, RTF: 0.002                                  utils.py:234
           INFO     [20:29:57] HuBERT inference time  : 0.038s, RTF: 0.011                                  utils.py:234
                                                                                                                                  INFO     [20:29:57] F0 inference time:       0.268s, RTF: 0.027                                     f0.py:214
           INFO     [20:29:57] HuBERT inference time  : 0.013s, RTF: 0.001                                  utils.py:234
 22%|██████████████████▏                                                               | 10/45 [00:08<00:13,  2.69it/s]
          INFO     [20:29:57] F0 inference time:       0.276s, RTF: 0.034                                     f0.py:214
[20:29:58] INFO     [20:29:58] HuBERT inference time  : 0.046s, RTF: 0.006                                  utils.py:234
                                                                                                                       [20:29:58] INFO     [20:29:58] F0 inference time:       0.247s, RTF: 0.025                                     f0.py:214
[20:29:58] INFO     [20:29:58] F0 inference time:       0.276s, RTF: 0.028                                     f0.py:214
           INFO     [20:29:58] HuBERT inference time  : 0.018s, RTF: 0.002                                  utils.py:234
           INFO     [20:29:58] HuBERT inference time  : 0.016s, RTF: 0.002                                  utils.py:234
                                                                                                                       [20:29:58] INFO     [20:29:58] F0 inference time:       0.250s, RTF: 0.025                                     f0.py:214
           INFO     [20:29:58] HuBERT inference time  : 0.014s, RTF: 0.001                                  utils.py:234
 24%|████████████████████                                                              | 11/45 [00:09<00:12,  2.80it/s]
          INFO     [20:29:58] F0 inference time:       0.247s, RTF: 0.025                                     f0.py:214
           INFO     [20:29:58] HuBERT inference time  : 0.014s, RTF: 0.001                                  utils.py:234
                                                                                                                                  INFO     [20:29:58] F0 inference time:       0.249s, RTF: 0.025                                     f0.py:214
           INFO     [20:29:58] F0 inference time:       0.246s, RTF: 0.025                                     f0.py:214
           INFO     [20:29:58] HuBERT inference time  : 0.012s, RTF: 0.001                                  utils.py:234
           INFO     [20:29:58] HuBERT inference time  : 0.011s, RTF: 0.001                                  utils.py:234
                                                                                                                                  INFO     [20:29:58] F0 inference time:       0.051s, RTF: 0.026                                     f0.py:214
           INFO     [20:29:58] F0 inference time:       0.250s, RTF: 0.025                                     f0.py:214
           INFO     [20:29:58] HuBERT inference time  : 0.017s, RTF: 0.002                                  utils.py:234
           INFO     [20:29:58] HuBERT inference time  : 0.048s, RTF: 0.024                                  utils.py:234
 27%|█████████████████████▊                                                            | 12/45 [00:09<00:11,  2.89it/s]
          INFO     [20:29:58] F0 inference time:       0.003s, RTF: 0.010                                     f0.py:214
           INFO     [20:29:58] F0 inference time:       0.254s, RTF: 0.025                                     f0.py:214
           INFO     [20:29:58] HuBERT inference time  : 0.033s, RTF: 0.111                                  utils.py:234
           INFO     [20:29:58] HuBERT inference time  : 0.013s, RTF: 0.001                                  utils.py:234
                                                                                                                                  INFO     [20:29:58] F0 inference time:       0.089s, RTF: 0.027                                     f0.py:214
           INFO     [20:29:58] HuBERT inference time  : 0.035s, RTF: 0.011                                  utils.py:234
                                                                                                                                  INFO     [20:29:58] F0 inference time:       0.248s, RTF: 0.025                                     f0.py:214
           INFO     [20:29:58] HuBERT inference time  : 0.014s, RTF: 0.001                                  utils.py:234
                                                                                                                                  INFO     [20:29:58] F0 inference time:       0.261s, RTF: 0.026                                     f0.py:214
           INFO     [20:29:58] HuBERT inference time  : 0.012s, RTF: 0.001                                  utils.py:234
           INFO     [20:29:58] F0 inference time:       0.254s, RTF: 0.025                                     f0.py:214
           INFO     [20:29:58] HuBERT inference time  : 0.016s, RTF: 0.002                                  utils.py:234
 31%|█████████████████████████▌                                                        | 14/45 [00:09<00:08,  3.61it/s][20:29:59] INFO     [20:29:59] F0 inference time:       0.262s, RTF: 0.026                                     f0.py:214
           INFO     [20:29:59] HuBERT inference time  : 0.011s, RTF: 0.001                                  utils.py:234
[20:29:59] INFO     [20:29:59] F0 inference time:       0.235s, RTF: 0.028                                     f0.py:214
                                                                                                                                  INFO     [20:29:59] HuBERT inference time  : 0.035s, RTF: 0.004                                  utils.py:234
                                                                                                                       [20:29:59] INFO     [20:29:59] F0 inference time:       0.228s, RTF: 0.023                                     f0.py:214
[20:29:59] INFO     [20:29:59] F0 inference time:       0.215s, RTF: 0.024                                     f0.py:214
           INFO     [20:29:59] HuBERT inference time  : 0.015s, RTF: 0.001                                  utils.py:234
           INFO     [20:29:59] HuBERT inference time  : 0.035s, RTF: 0.004                                  utils.py:234
 33%|███████████████████████████▎                                                      | 15/45 [00:10<00:08,  3.48it/s]
          INFO     [20:29:59] F0 inference time:       0.225s, RTF: 0.022                                     f0.py:214
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          INFO     [20:30:00] HuBERT inference time  : 0.011s, RTF: 0.001                                  utils.py:234
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           INFO     [20:30:01] F0 inference time:       0.261s, RTF: 0.026                                     f0.py:214

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           INFO     [20:30:01] HuBERT inference time  : 0.010s, RTF: 0.001                                  utils.py:234
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[20:30:02] INFO     [20:30:02] HuBERT inference time  : 0.015s, RTF: 0.002                                  utils.py:234
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[20:30:02] INFO     [20:30:02] F0 inference time:       0.278s, RTF: 0.028                                     f0.py:214
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          INFO     [20:30:02] HuBERT inference time  : 0.020s, RTF: 0.002                                  utils.py:234

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           INFO     [20:30:02] HuBERT inference time  : 0.013s, RTF: 0.001                                  utils.py:234
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           INFO     [20:30:02] F0 inference time:       0.298s, RTF: 0.030                                     f0.py:214
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           INFO     [20:30:02] HuBERT inference time  : 0.012s, RTF: 0.001                                  utils.py:234
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[20:30:03] INFO     [20:30:03] F0 inference time:       0.248s, RTF: 0.025                                     f0.py:214
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[20:30:03] INFO     [20:30:03] F0 inference time:       0.232s, RTF: 0.027                                     f0.py:214
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           INFO     [20:30:03] HuBERT inference time  : 0.009s, RTF: 0.001                                  utils.py:234

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[20:30:04] INFO     [20:30:04] F0 inference time:       0.263s, RTF: 0.026                                     f0.py:214
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           INFO     [20:30:05] HuBERT inference time  : 0.010s, RTF: 0.001                                  utils.py:234
 82%|███████████████████████████████████████████████████████████████████               | 36/44 [00:16<00:02,  3.67it/s][20:30:06] INFO     [20:30:06] F0 inference time:       0.264s, RTF: 0.042                                     f0.py:214
           INFO     [20:30:06] HuBERT inference time  : 0.029s, RTF: 0.005                                  utils.py:234
[20:30:06] INFO     [20:30:06] F0 inference time:       0.293s, RTF: 0.029                                     f0.py:214
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          INFO     [20:30:06] HuBERT inference time  : 0.012s, RTF: 0.001                                  utils.py:234
[20:30:06] INFO     [20:30:06] F0 inference time:       0.299s, RTF: 0.030                                     f0.py:214
           INFO     [20:30:06] HuBERT inference time  : 0.011s, RTF: 0.001                                  utils.py:234
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           INFO     [20:30:06] HuBERT inference time  : 0.012s, RTF: 0.001                                  utils.py:234
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           INFO     [20:30:06] HuBERT inference time  : 0.013s, RTF: 0.001                                  utils.py:234
           INFO     [20:30:06] F0 inference time:       0.251s, RTF: 0.025                                     f0.py:214
           INFO     [20:30:06] HuBERT inference time  : 0.011s, RTF: 0.001                                  utils.py:234
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          INFO     [20:30:06] F0 inference time:       0.257s, RTF: 0.026                                     f0.py:214
                                                                                                                                  INFO     [20:30:06] HuBERT inference time  : 0.019s, RTF: 0.002                                  utils.py:234
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           INFO     [20:30:06] HuBERT inference time  : 0.012s, RTF: 0.001                                  utils.py:234
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           INFO     [20:30:06] F0 inference time:       0.225s, RTF: 0.036                                     f0.py:214
           INFO     [20:30:06] HuBERT inference time  : 0.027s, RTF: 0.020                                  utils.py:234
           INFO     [20:30:06] HuBERT inference time  : 0.012s, RTF: 0.001                                  utils.py:234
           INFO     [20:30:06] F0 inference time:       0.223s, RTF: 0.028                                     f0.py:214
           INFO     [20:30:06] HuBERT inference time  : 0.030s, RTF: 0.005                                  utils.py:234
           INFO     [20:30:06] HuBERT inference time  : 0.032s, RTF: 0.004                                  utils.py:234
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           INFO     [20:30:07] HuBERT inference time  : 0.010s, RTF: 0.001                                  utils.py:234
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[20:30:07] INFO     [20:30:07] F0 inference time:       0.257s, RTF: 0.026                                     f0.py:214
           INFO     [20:30:07] HuBERT inference time  : 0.010s, RTF: 0.001                                  utils.py:234
           INFO     [20:30:07] HuBERT inference time  : 0.015s, RTF: 0.001                                  utils.py:234
[20:30:07] INFO     [20:30:07] F0 inference time:       0.280s, RTF: 0.028                                     f0.py:214
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           INFO     [20:30:07] F0 inference time:       0.130s, RTF: 0.023                                     f0.py:214
                                                                                                                                  INFO     [20:30:07] HuBERT inference time  : 0.048s, RTF: 0.008                                  utils.py:234
                                                                                                                                  INFO     [20:30:07] F0 inference time:       0.126s, RTF: 0.035                                     f0.py:214
           INFO     [20:30:07] HuBERT inference time  : 0.033s, RTF: 0.009                                  utils.py:234
                                                                                                                                  INFO     [20:30:07] F0 inference time:       0.281s, RTF: 0.028                                     f0.py:214
           INFO     [20:30:07] HuBERT inference time  : 0.014s, RTF: 0.001                                  utils.py:234
           INFO     [20:30:07] F0 inference time:       0.278s, RTF: 0.028                                     f0.py:214
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          INFO     [20:30:07] HuBERT inference time  : 0.013s, RTF: 0.001                                  utils.py:234
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           INFO     [20:30:07] HuBERT inference time  : 0.012s, RTF: 0.001                                  utils.py:234
           INFO     [20:30:07] F0 inference time:       0.270s, RTF: 0.027                                     f0.py:214
                                                                                                                                  INFO     [20:30:07] HuBERT inference time  : 0.013s, RTF: 0.001                                  utils.py:234
                                                                                                                                  INFO     [20:30:07] F0 inference time:       0.118s, RTF: 0.033                                     f0.py:214
           INFO     [20:30:07] F0 inference time:       0.254s, RTF: 0.039                                     f0.py:214
           INFO     [20:30:07] HuBERT inference time  : 0.034s, RTF: 0.010                                  utils.py:234
                                                                                                                                  INFO     [20:30:07] F0 inference time:       0.258s, RTF: 0.026                                     f0.py:214
           INFO     [20:30:07] HuBERT inference time  : 0.038s, RTF: 0.006                                  utils.py:234
           INFO     [20:30:07] HuBERT inference time  : 0.013s, RTF: 0.001                                  utils.py:234
 96%|██████████████████████████████████████████████████████████████████████████████▎   | 43/45 [00:18<00:00,  3.16it/s]           INFO     [20:30:07] F0 inference time:       0.281s, RTF: 0.028                                     f0.py:214
           INFO     [20:30:07] HuBERT inference time  : 0.014s, RTF: 0.001                                  utils.py:234
100%|██████████████████████████████████████████████████████████████████████████████████| 44/44 [00:18<00:00,  2.36it/s]
[20:30:08] INFO     [20:30:08] F0 inference time:       0.289s, RTF: 0.029                                     f0.py:214
           INFO     [20:30:08] HuBERT inference time  : 0.014s, RTF: 0.001                                  utils.py:234
[20:30:08] INFO     [20:30:08] F0 inference time:       0.241s, RTF: 0.024                                     f0.py:214
[20:30:08] INFO     [20:30:08] F0 inference time:       0.251s, RTF: 0.025                                     f0.py:214

          INFO     [20:30:08] HuBERT inference time  : 0.010s, RTF: 0.001                                  utils.py:234
           INFO     [20:30:08] HuBERT inference time  : 0.013s, RTF: 0.001                                  utils.py:234
 98%|████████████████████████████████████████████████████████████████████████████████▏ | 44/45 [00:18<00:00,  3.01it/s]           INFO     [20:30:08] F0 inference time:       0.246s, RTF: 0.025                                     f0.py:214
           INFO     [20:30:08] HuBERT inference time  : 0.011s, RTF: 0.001                                  utils.py:234
           INFO     [20:30:08] F0 inference time:       0.224s, RTF: 0.022                                     f0.py:214

          INFO     [20:30:08] F0 inference time:       0.229s, RTF: 0.028                                     f0.py:214
           INFO     [20:30:08] HuBERT inference time  : 0.009s, RTF: 0.001                                  utils.py:234
           INFO     [20:30:08] HuBERT inference time  : 0.028s, RTF: 0.003                                  utils.py:234
100%|██████████████████████████████████████████████████████████████████████████████████| 44/44 [00:18<00:00,  2.33it/s]
100%|██████████████████████████████████████████████████████████████████████████████████| 45/45 [00:19<00:00,  2.34it/s]
           INFO     [20:30:08] F0 inference time:       0.194s, RTF: 0.019                                     f0.py:214
           INFO     [20:30:08] HuBERT inference time  : 0.008s, RTF: 0.001                                  utils.py:234
100%|██████████████████████████████████████████████████████████████████████████████████| 45/45 [00:19<00:00,  2.34it/s]
(venv) PS C:\Users\hayapi\OneDrive\デスクトップ\so-vits-svc-fork-main>
    • svc train -t
      • train.txtに過去の学習元データがあると、混ざってしまうので記述を削除
      • 新規で音声ファイルを作成したい場合、モデルのパスを指定する
      (venv) PS C:\Users\hayapi\OneDrive\デスクトップ\so-vits-svc-fork-main> svc train -t -m pippi
    • svgs でターミナルを開く
      • 出力した音声モデルファイルを選択
      • 歌わせたい曲をInput audio pathに指定する
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