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Update mangio fork to latest (#1)
* Correction of Japanese nuances (RVC-Project#577) * Correction of Japanese nuances * Add new line * Fix OpenBLAS warning (RVC-Project#583) Fixes the error msg: "OpenBLAS warning: precompiled NUM_THREADS exceeded, adding auxiliary array for thread metadata" * Add new defaults for infer-web.py & adjust english translation (RVC-Project#584) * Adjust defaults of index and volume scale * Adjust eng translation for index and volume envelope * Fix links (RVC-Project#596) * fix extract locale * Format code (RVC-Project#612) Co-authored-by: github-actions[bot] <github-actions[bot]@users.noreply.github.com> * 🎨 同步 locale (RVC-Project#613) Co-authored-by: github-actions[bot] <41898282+github-actions[bot]@users.noreply.github.com> * Bump gradio from 3.14.0 to 3.34.0 (RVC-Project#614) Bumps [gradio](https://github.com/gradio-app/gradio) from 3.14.0 to 3.34.0. - [Release notes](https://github.com/gradio-app/gradio/releases) - [Changelog](https://github.com/gradio-app/gradio/blob/main/CHANGELOG.md) - [Commits](gradio-app/gradio@v3.14.0...v3.34.0) --- updated-dependencies: - dependency-name: gradio dependency-type: direct:production ... Signed-off-by: dependabot[bot] <support@github.com> Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com> * move changelogs to docs folder * 优化 config.py * 优化代码结构 * add dlmodels.sh * Fix the index out of bounds bug in extract_feature_print.py (RVC-Project#560) Check if the length of sys.argv is 6, instead of 5, to cover sys.argv[5]. Otherwise when the length is 6, it runs the else body and tries to access sys.argv[6] in line 13, which is an error. * Update LICENSE * fix extract feature in MPS device * 优化代码结构 * Update README.md * Format code (RVC-Project#624) Co-authored-by: github-actions[bot] <github-actions[bot]@users.noreply.github.com> * update index training script v2 (RVC-Project#643) * update index training script v2 * Apply Code Formatter Change --------- Co-authored-by: gak123 <gak123@users.noreply.github.com> * Fix realtime gui under linux (RVC-Project#609) * Fix init problem about devices index outbound * Fix file browse file type * Fix sd stream channels problem, fix it to 2 --------- Co-authored-by: 源文雨 <41315874+fumiama@users.noreply.github.com> * Format code (RVC-Project#644) Co-authored-by: github-actions[bot] <github-actions[bot]@users.noreply.github.com> * fix boolean parsing (RVC-Project#629) * Update README.md (RVC-Project#646) * added tr support (RVC-Project#653) * Changes by create-pull-request action (RVC-Project#655) * 🎨 同步 locale * Update tr_TR.json --------- Co-authored-by: github-actions[bot] <41898282+github-actions[bot]@users.noreply.github.com> Co-authored-by: 源文雨 <41315874+fumiama@users.noreply.github.com> * added ru support ru-RU.json (RVC-Project#661) * added ru support ru-RU.json Russian translation by redoverflow * updated description for extract * Added italian translation json (RVC-Project#676) * 🎨 同步 locale (RVC-Project#699) Co-authored-by: github-actions[bot] <41898282+github-actions[bot]@users.noreply.github.com> * add torchcrepe to pyproject (RVC-Project#696) * Add directML support to RVC for AMD & Intel GPU supported (RVC-Project#707) * Use sys.executable to determine --pycmd (RVC-Project#715) * Use sys.executable to determine --pycmd In some systems, `python` may not correctly refer to the virtual environment's `python` used for webui, or it even refers to Python 2. Also in Windows, when the webui is run directly through `venv\Scripts\python` without activating the virtual environment, the system python will be picked instead of the one inside virtual environment. * Remove reduntant "or". * Format code (RVC-Project#716) Co-authored-by: github-actions[bot] <github-actions[bot]@users.noreply.github.com> * add rmvpe support add rmvpe support * 最先进人声音高提取算法RMVPE已支持，效果默秒全！ 最先进人声音高提取算法RMVPE已支持，效果默秒全！ * Update and rename gui.py to gui_v0.py * Add files via upload * Add files via upload * 实时GUI支持rmvpe 实时GUI支持rmvpe * Update rvc_for_realtime.py * Update LICENSE * Create MIT协议暨相关引用库协议 * Format code (RVC-Project#727) Co-authored-by: github-actions[bot] <github-actions[bot]@users.noreply.github.com> * fix: gen-locale * 🎨 同步 locale (RVC-Project#743) Co-authored-by: github-actions[bot] <41898282+github-actions[bot]@users.noreply.github.com> * Add .sh run script for macOS & linux, fix error on macs with low vram. (RVC-Project#737) * Add .sh run script * Update extract_feature_print.py * Remove `requirements_macOS.txt` * Fix dependency error (RVC-Project#745) ERROR: pip's dependency resolver does not currently take into account all the packages that are installed. This behaviour is the source of the following dependency conflicts. lightning 2.0.2 requires fastapi<0.89.0,>=0.69.0, but you have fastapi 0.100.0 which is incompatible. so-vits-svc-fork 3.14.1 requires fastapi==0.88, but you have fastapi 0.100.0 which is incompatible. * fix mps in gui-v1.py (RVC-Project#769) * Fix mps on realtime * Added back repeat chs * Fix dependency conflict in last pull request (RVC-Project#775) The conflict is caused by: The user requested starlette>=0.25.0 fastapi 0.88.0 depends on starlette==0.22.0 fastapi 0.88.0 package will resolve dependency automatically, remove the starlette>=0.25.0 will fix the conflict. * Format code (RVC-Project#779) Co-authored-by: github-actions[bot] <github-actions[bot]@users.noreply.github.com> * Attempt at fixing import for infer pack * basic rmvpe support, no training yet You need the weight file from huggingface to use this. Rmvpe seems faster and higher quality than mangio-crepe * Gradio req. updated --------- Signed-off-by: dependabot[bot] <support@github.com> Co-authored-by: Ftps <63702646+Tps-F@users.noreply.github.com> Co-authored-by: Justin John <34035011+justinjohn0306@users.noreply.github.com> Co-authored-by: 源文雨 <41315874+fumiama@users.noreply.github.com> Co-authored-by: github-actions[bot] <41898282+github-actions[bot]@users.noreply.github.com> Co-authored-by: github-actions[bot] <github-actions[bot]@users.noreply.github.com> Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com> Co-authored-by: sungchura <sungchura@gmail.com> Co-authored-by: Rice Cake <gak141808@gmail.com> Co-authored-by: gak123 <gak123@users.noreply.github.com> Co-authored-by: Yurzi <43744366+Yurzi@users.noreply.github.com> Co-authored-by: tocky <55511257+tttocklll@users.noreply.github.com> Co-authored-by: Ozan Ayrıkan <42660635+Hasqer@users.noreply.github.com> Co-authored-by: Devyatyi9 <devyatyi9@gmail.com> Co-authored-by: Valerio Montieri <74709553+sw4rm3r@users.noreply.github.com> Co-authored-by: Roberts Slisans <roberts.slisans@gmail.com> Co-authored-by: Zhang, Di <pamzerbhu@live.com> Co-authored-by: Miku AuahDark <auahdark687291@gmail.com> Co-authored-by: RVC-Boss <129054828+RVC-Boss@users.noreply.github.com> Co-authored-by: Naozumi <naozumi0512@gmail.com> Co-authored-by: 丸子 <princeb4d@gmail.com>
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‎.gitignore

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@@ -4,3 +4,4 @@ __pycache__
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*.pyd
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hubert_base.pt
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/logs
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.venv

‎LICENSE

+2-1
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@@ -1,6 +1,7 @@
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MIT License
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Copyright (c) 2023 liujing04
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Copyright (c) 2023 源文雨
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Permission is hereby granted, free of charge, to any person obtaining a copy
67
of this software and associated documentation files (the "Software"), to deal
@@ -18,4 +19,4 @@ FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
1819
AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
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LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
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OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
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SOFTWARE.
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SOFTWARE.

‎MDXNet.py

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@@ -1,11 +1,9 @@
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import soundfile as sf
2-
import torch, pdb, time, argparse, os, warnings, sys, librosa
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import torch, pdb, os, warnings, librosa
33
import numpy as np
44
import onnxruntime as ort
5-
from scipy.io.wavfile import write
65
from tqdm import tqdm
76
import torch
8-
import torch.nn as nn
97

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dim_c = 4
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‎使用需遵守的协议-LICENSE.txt ‎MIT协议暨相关引用库协议

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1-
MIT License
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3-
Copyright (c) 2023 liujing04
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Copyright (c) 2023 源文雨
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6-
本软件及其相关代码以MIT协议开源，作者不对软件具备任何控制力，使用软件者、传播软件导出的声音者自负全责。
7-
如不认可该条款，则不能使用或引用软件包内任何代码和文件。
8-
9-
Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated documentation files (the "Software"), to deal in the Software without restriction, including without limitation the rights to use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of the Software, and to permit persons to whom the Software is furnished to do so, subject to the following conditions:
10-
11-
The above copyright notice and this permission notice shall be included in all copies or substantial portions of the Software.
12-
13-
THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE.
14-
15-
特此授予任何获得本软件和相关文档文件（以下简称“软件”）副本的人免费使用、复制、修改、合并、出版、分发、再授权和/或销售本软件的权利，以及授予本软件所提供的人使用本软件的权利，但须符合以下条件：
16-
上述版权声明和本许可声明应包含在软件的所有副本或实质部分中。
17-
软件是“按原样”提供的，没有任何明示或暗示的保证，包括但不限于适销性、适用于特定目的和不侵权的保证。在任何情况下，作者或版权持有人均不承担因软件或软件的使用或其他交易而产生、产生或与之相关的任何索赔、损害赔偿或其他责任，无论是在合同诉讼、侵权诉讼还是其他诉讼中。
18-
19-
相关引用库协议如下：
20-
#################
21-
ContentVec
22-
https://github.com/auspicious3000/contentvec/blob/main/LICENSE
23-
MIT License
24-
#################
25-
VITS
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https://github.com/jaywalnut310/vits/blob/main/LICENSE
27-
MIT License
28-
#################
29-
HIFIGAN
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https://github.com/jik876/hifi-gan/blob/master/LICENSE
31-
MIT License
32-
#################
33-
gradio
34-
https://github.com/gradio-app/gradio/blob/main/LICENSE
35-
Apache License 2.0
36-
#################
37-
ffmpeg
38-
https://github.com/FFmpeg/FFmpeg/blob/master/COPYING.LGPLv3
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https://github.com/BtbN/FFmpeg-Builds/releases/download/autobuild-2021-02-28-12-32/ffmpeg-n4.3.2-160-gfbb9368226-win64-lgpl-4.3.zip
40-
LPGLv3 License
41-
MIT License
42-
#################
43-
ultimatevocalremovergui
44-
https://github.com/Anjok07/ultimatevocalremovergui/blob/master/LICENSE
45-
https://github.com/yang123qwe/vocal_separation_by_uvr5
46-
MIT License
47-
#################
48-
audio-slicer
49-
https://github.com/openvpi/audio-slicer/blob/main/LICENSE
50-
MIT License
1+
本软件及其相关代码以MIT协议开源，作者不对软件具备任何控制力，使用软件者、传播软件导出的声音者自负全责。
2+
如不认可该条款，则不能使用或引用软件包内任何代码和文件。
3+
4+
特此授予任何获得本软件和相关文档文件（以下简称“软件”）副本的人免费使用、复制、修改、合并、出版、分发、再授权和/或销售本软件的权利，以及授予本软件所提供的人使用本软件的权利，但须符合以下条件：
5+
上述版权声明和本许可声明应包含在软件的所有副本或实质部分中。
6+
软件是“按原样”提供的，没有任何明示或暗示的保证，包括但不限于适销性、适用于特定目的和不侵权的保证。在任何情况下，作者或版权持有人均不承担因软件或软件的使用或其他交易而产生、产生或与之相关的任何索赔、损害赔偿或其他责任，无论是在合同诉讼、侵权诉讼还是其他诉讼中。
7+
8+
9+
The LICENCEs for related libraries are as follows.
10+
相关引用库协议如下：
11+
12+
ContentVec
13+
https://github.com/auspicious3000/contentvec/blob/main/LICENSE
14+
MIT License
15+
16+
VITS
17+
https://github.com/jaywalnut310/vits/blob/main/LICENSE
18+
MIT License
19+
20+
HIFIGAN
21+
https://github.com/jik876/hifi-gan/blob/master/LICENSE
22+
MIT License
23+
24+
gradio
25+
https://github.com/gradio-app/gradio/blob/main/LICENSE
26+
Apache License 2.0
27+
28+
ffmpeg
29+
https://github.com/FFmpeg/FFmpeg/blob/master/COPYING.LGPLv3
30+
https://github.com/BtbN/FFmpeg-Builds/releases/download/autobuild-2021-02-28-12-32/ffmpeg-n4.3.2-160-gfbb9368226-win64-lgpl-4.3.zip
31+
LPGLv3 License
32+
MIT License
33+
34+
ultimatevocalremovergui
35+
https://github.com/Anjok07/ultimatevocalremovergui/blob/master/LICENSE
36+
https://github.com/yang123qwe/vocal_separation_by_uvr5
37+
MIT License
38+
39+
audio-slicer
40+
https://github.com/openvpi/audio-slicer/blob/main/LICENSE
41+
MIT License
42+
43+
PySimpleGUI
44+
https://github.com/PySimpleGUI/PySimpleGUI/blob/master/license.txt
45+
LPGLv3 License

‎Retrieval_based_Voice_Conversion_WebUI.ipynb

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2020
{
2121
"cell_type": "markdown",
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"source": [
23-
"[![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/liujing04/Retrieval-based-Voice-Conversion-WebUI/blob/main/Retrieval_based_Voice_Conversion_WebUI.ipynb)"
23+
"[![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/RVC-Project/Retrieval-based-Voice-Conversion-WebUI/blob/main/Retrieval_based_Voice_Conversion_WebUI.ipynb)"
2424
],
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"metadata": {
2626
"id": "ZFFCx5J80SGa"

‎app.py

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1-
import io
21
import os
32
import torch
43

54
# os.system("wget -P cvec/ https://huggingface.co/lj1995/VoiceConversionWebUI/resolve/main/hubert_base.pt")
65
import gradio as gr
76
import librosa
87
import numpy as np
9-
import soundfile
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import logging
119
from fairseq import checkpoint_utils
12-
from my_utils import load_audio
1310
from vc_infer_pipeline import VC
1411
import traceback
1512
from config import Config
16-
from infer_pack.models import (
13+
from lib.infer_pack.models import (
1714
SynthesizerTrnMs256NSFsid,
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SynthesizerTrnMs256NSFsid_nono,
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SynthesizerTrnMs768NSFsid,

‎config.py

+24-12
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import argparse
2+
import sys
23
import torch
34
from multiprocessing import cpu_count
45

56

6-
def config_file_change_fp32():
7+
def use_fp32_config():
78
for config_file in ["32k.json", "40k.json", "48k.json"]:
89
with open(f"configs/{config_file}", "r") as f:
910
strr = f.read().replace("true", "false")
@@ -36,11 +37,10 @@ def __init__(self):
3637

3738
@staticmethod
3839
def arg_parse() -> tuple:
40+
exe = sys.executable or "python"
3941
parser = argparse.ArgumentParser()
4042
parser.add_argument("--port", type=int, default=7865, help="Listen port")
41-
parser.add_argument(
42-
"--pycmd", type=str, default="python", help="Python command"
43-
)
43+
parser.add_argument("--pycmd", type=str, default=exe, help="Python command")
4444
parser.add_argument("--colab", action="store_true", help="Launch in colab")
4545
parser.add_argument(
4646
"--noparallel", action="store_true", help="Disable parallel processing"
@@ -70,6 +70,18 @@ def arg_parse() -> tuple:
7070
cmd_opts.is_cli,
7171
)
7272

73+
# has_mps is only available in nightly pytorch (for now) and MasOS 12.3+.
74+
# check `getattr` and try it for compatibility
75+
@staticmethod
76+
def has_mps() -> bool:
77+
if not torch.backends.mps.is_available():
78+
return False
79+
try:
80+
torch.zeros(1).to(torch.device("mps"))
81+
return True
82+
except Exception:
83+
return False
84+
7385
def device_config(self) -> tuple:
7486
if torch.cuda.is_available():
7587
i_device = int(self.device.split(":")[-1])
@@ -81,11 +93,11 @@ def device_config(self) -> tuple:
8193
or "1070" in self.gpu_name
8294
or "1080" in self.gpu_name
8395
):
84-
print("16系/10系显卡和P40强制单精度")
96+
print("Found GPU", self.gpu_name, ", force to fp32")
8597
self.is_half = False
86-
config_file_change_fp32()
98+
use_fp32_config()
8799
else:
88-
self.gpu_name = None
100+
print("Found GPU", self.gpu_name)
89101
self.gpu_mem = int(
90102
torch.cuda.get_device_properties(i_device).total_memory
91103
/ 1024
@@ -98,16 +110,16 @@ def device_config(self) -> tuple:
98110
strr = f.read().replace("3.7", "3.0")
99111
with open("trainset_preprocess_pipeline_print.py", "w") as f:
100112
f.write(strr)
101-
elif torch.backends.mps.is_available():
102-
print("没有发现支持的N卡, 使用MPS进行推理")
113+
elif self.has_mps():
114+
print("No supported Nvidia GPU found, use MPS instead")
103115
self.device = "mps"
104116
self.is_half = False
105-
config_file_change_fp32()
117+
use_fp32_config()
106118
else:
107-
print("没有发现支持的N卡, 使用CPU进行推理")
119+
print("No supported Nvidia GPU found, use CPU instead")
108120
self.device = "cpu"
109121
self.is_half = False
110-
config_file_change_fp32()
122+
use_fp32_config()
111123

112124
if self.n_cpu == 0:
113125
self.n_cpu = cpu_count()

‎configs/32k.json

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"betas": [0.8, 0.99],
88
"eps": 1e-9,
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"batch_size": 4,
10-
"fp16_run": true,
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"fp16_run": false,
1111
"lr_decay": 0.999875,
1212
"segment_size": 12800,
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"init_lr_ratio": 1,

‎configs/40k.json

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77
"betas": [0.8, 0.99],
88
"eps": 1e-9,
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"batch_size": 4,
10-
"fp16_run": true,
10+
"fp16_run": false,
1111
"lr_decay": 0.999875,
1212
"segment_size": 12800,
1313
"init_lr_ratio": 1,

‎configs/48k.json

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@@ -7,7 +7,7 @@
77
"betas": [0.8, 0.99],
88
"eps": 1e-9,
99
"batch_size": 4,
10-
"fp16_run": true,
10+
"fp16_run": false,
1111
"lr_decay": 0.999875,
1212
"segment_size": 11520,
1313
"init_lr_ratio": 1,

‎Changelog_CN.md ‎docs/Changelog_CN.md

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@@ -29,7 +29,7 @@ todolist：
2929
- 废弃32k模型的训练
3030

3131
### 20230513更新
32-
- 清除一键包内部老版本runtime内残留的infer_pack和uvr5_pack
32+
- 清除一键包内部老版本runtime内残留的lib.infer_pack和uvr5_pack
3333
- 修复训练集预处理伪多进程的bug
3434
- 增加harvest识别音高可选通过中值滤波削弱哑音现象，可调整中值滤波半径
3535
- 导出音频增加后处理重采样

‎Changelog_EN.md ‎docs/Changelog_EN.md

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@@ -27,7 +27,7 @@ todolist：
2727
- v1 32k model training is no more supported
2828

2929
### 2023-05-13
30-
- Clear the redundant codes in the old version of runtime in the one-click-package: infer_pack and uvr5_pack
30+
- Clear the redundant codes in the old version of runtime in the one-click-package: lib.infer_pack and uvr5_pack
3131
- Fix pseudo multiprocessing bug in training set preprocessing
3232
- Adding median filtering radius adjustment for harvest pitch recognize algorithm
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- Support post processing resampling for exporting audio

‎Changelog_KO.md ‎docs/Changelog_KO.md

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### 2023년 5월 13일 업데이트
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- 원클릭 패키지의 이전 버전 런타임 내, 불필요한 코드(infer_pack 및 uvr5_pack) 제거.
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- 원클릭 패키지의 이전 버전 런타임 내, 불필요한 코드(lib.infer_pack 및 uvr5_pack) 제거.
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- 훈련 세트 전처리의 유사 다중 처리 버그 수정.
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- Harvest 피치 인식 알고리즘에 대한 중위수 필터링 반경 조정 추가.
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- 오디오 내보낼 때, 후처리 리샘플링 지원.

‎docs/README.en.md

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<h1>Retrieval-based-Voice-Conversion-WebUI</h1>
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An easy-to-use Voice Conversion framework based on VITS.<br><br>
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[![madewithlove](https://forthebadge.com/images/badges/built-with-love.svg)](https://github.com/liujing04/Retrieval-based-Voice-Conversion-WebUI)
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[![madewithlove](https://forthebadge.com/images/badges/built-with-love.svg)](https://github.com/RVC-Project/Retrieval-based-Voice-Conversion-WebUI)
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<img src="https://counter.seku.su/cmoe?name=rvc&theme=r34" /><br>
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[![Open In Colab](https://img.shields.io/badge/Colab-F9AB00?style=for-the-badge&logo=googlecolab&color=525252)](https://colab.research.google.com/github/liujing04/Retrieval-based-Voice-Conversion-WebUI/blob/main/Retrieval_based_Voice_Conversion_WebUI.ipynb)
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[![Licence](https://img.shields.io/github/license/liujing04/Retrieval-based-Voice-Conversion-WebUI?style=for-the-badge)](https://github.com/liujing04/Retrieval-based-Voice-Conversion-WebUI/blob/main/%E4%BD%BF%E7%94%A8%E9%9C%80%E9%81%B5%E5%AE%88%E7%9A%84%E5%8D%8F%E8%AE%AE-LICENSE.txt)
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[![Open In Colab](https://img.shields.io/badge/Colab-F9AB00?style=for-the-badge&logo=googlecolab&color=525252)](https://colab.research.google.com/github/RVC-Project/Retrieval-based-Voice-Conversion-WebUI/blob/main/Retrieval_based_Voice_Conversion_WebUI.ipynb)
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[![Licence](https://img.shields.io/github/license/RVC-Project/Retrieval-based-Voice-Conversion-WebUI?style=for-the-badge)](https://github.com/RVC-Project/Retrieval-based-Voice-Conversion-WebUI/blob/main/LICENSE)
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[![Huggingface](https://img.shields.io/badge/🤗%20-Spaces-yellow.svg?style=for-the-badge)](https://huggingface.co/lj1995/VoiceConversionWebUI/tree/main/)
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[![Discord](https://img.shields.io/badge/RVC%20Developers-Discord-7289DA?style=for-the-badge&logo=discord&logoColor=white)](https://discord.gg/HcsmBBGyVk)
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</div>
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------
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[**Changelog**](https://github.com/liujing04/Retrieval-based-Voice-Conversion-WebUI/blob/main/Changelog_CN.md) | [**FAQ (Frequently Asked Questions)**](https://github.com/RVC-Project/Retrieval-based-Voice-Conversion-WebUI/wiki/FAQ-(Frequently-Asked-Questions))
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[**Changelog**](https://github.com/RVC-Project/Retrieval-based-Voice-Conversion-WebUI/blob/main/docs/Changelog_EN.md) | [**FAQ (Frequently Asked Questions)**](https://github.com/RVC-Project/Retrieval-based-Voice-Conversion-WebUI/wiki/FAQ-(Frequently-Asked-Questions))
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[**English**](./README.en.md) | [**中文简体**](../README.md) | [**日本語**](./README.ja.md) | [**한국어**](./README.ko.md) ([**韓國語**](./README.ko.han.md))
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# Reference: https://pytorch.org/get-started/locally/
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pip install torch torchvision torchaudio
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#For Windows + Nvidia Ampere Architecture(RTX30xx), you need to specify the cuda version corresponding to pytorch according to the experience of https://github.com/liujing04/Retrieval-based-Voice-Conversion-WebUI/issues/21
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#For Windows + Nvidia Ampere Architecture(RTX30xx), you need to specify the cuda version corresponding to pytorch according to the experience of https://github.com/RVC-Project/Retrieval-based-Voice-Conversion-WebUI/issues/21
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#pip install torch torchvision torchaudio --index-url https://download.pytorch.org/whl/cu117
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# Install the Poetry dependency management tool, skip if installed
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+ [audio-slicer](https://github.com/openvpi/audio-slicer)
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## Thanks to all contributors for their efforts
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<a href="https://github.com/liujing04/Retrieval-based-Voice-Conversion-WebUI/graphs/contributors" target="_blank">
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<img src="https://contrib.rocks/image?repo=liujing04/Retrieval-based-Voice-Conversion-WebUI" />
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<a href="https://github.com/RVC-Project/Retrieval-based-Voice-Conversion-WebUI/graphs/contributors" target="_blank">
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<img src="https://contrib.rocks/image?repo=RVC-Project/Retrieval-based-Voice-Conversion-WebUI" />
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</a>
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‎docs/README.ja.md

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<h1>Retrieval-based-Voice-Conversion-WebUI</h1>
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VITSに基づく使いやすい音声変換（voice changer）framework<br><br>
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[![madewithlove](https://forthebadge.com/images/badges/built-with-love.svg)](https://github.com/liujing04/Retrieval-based-Voice-Conversion-WebUI)
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[![madewithlove](https://forthebadge.com/images/badges/built-with-love.svg)](https://github.com/RVC-Project/Retrieval-based-Voice-Conversion-WebUI)
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<img src="https://counter.seku.su/cmoe?name=rvc&theme=r34" /><br>
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[![Open In Colab](https://img.shields.io/badge/Colab-F9AB00?style=for-the-badge&logo=googlecolab&color=525252)](https://colab.research.google.com/github/liujing04/Retrieval-based-Voice-Conversion-WebUI/blob/main/Retrieval_based_Voice_Conversion_WebUI.ipynb)
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[![Licence](https://img.shields.io/github/license/liujing04/Retrieval-based-Voice-Conversion-WebUI?style=for-the-badge)](https://github.com/liujing04/Retrieval-based-Voice-Conversion-WebUI/blob/main/%E4%BD%BF%E7%94%A8%E9%9C%80%E9%81%B5%E5%AE%88%E7%9A%84%E5%8D%8F%E8%AE%AE-LICENSE.txt)
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[![Open In Colab](https://img.shields.io/badge/Colab-F9AB00?style=for-the-badge&logo=googlecolab&color=525252)](https://colab.research.google.com/github/RVC-Project/Retrieval-based-Voice-Conversion-WebUI/blob/main/Retrieval_based_Voice_Conversion_WebUI.ipynb)
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[![Licence](https://img.shields.io/github/license/RVC-Project/Retrieval-based-Voice-Conversion-WebUI?style=for-the-badge)](https://github.com/RVC-Project/Retrieval-based-Voice-Conversion-WebUI/blob/main/LICENSE)
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[![Huggingface](https://img.shields.io/badge/🤗%20-Spaces-yellow.svg?style=for-the-badge)](https://huggingface.co/lj1995/VoiceConversionWebUI/tree/main/)
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[![Discord](https://img.shields.io/badge/RVC%20Developers-Discord-7289DA?style=for-the-badge&logo=discord&logoColor=white)](https://discord.gg/HcsmBBGyVk)
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------
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[**更新日誌**](https://github.com/liujing04/Retrieval-based-Voice-Conversion-WebUI/blob/main/Changelog_CN.md)
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[**更新日誌**](https://github.com/RVC-Project/Retrieval-based-Voice-Conversion-WebUI/blob/main/docs/Changelog_CN.md)
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[**English**](./README.en.md) | [**中文简体**](../README.md) | [**日本語**](./README.ja.md) | [**한국어**](./README.ko.md) ([**韓國語**](./README.ko.han.md))
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+ [audio-slicer](https://github.com/openvpi/audio-slicer)
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## 貢献者(contributor)の皆様の尽力に感謝します
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<a href="https://github.com/liujing04/Retrieval-based-Voice-Conversion-WebUI/graphs/contributors" target="_blank">
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<img src="https://contrib.rocks/image?repo=liujing04/Retrieval-based-Voice-Conversion-WebUI" />
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<a href="https://github.com/RVC-Project/Retrieval-based-Voice-Conversion-WebUI/graphs/contributors" target="_blank">
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<img src="https://contrib.rocks/image?repo=RVC-Project/Retrieval-based-Voice-Conversion-WebUI" />
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</a>

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