Merge branch 'liujing04:main' into main

2024-12-29 19:15:04 +08:00 · 2023-04-08 17:50:17 +08:00 · 2023-04-08 17:50:17 +08:00 · 1ff2e87d80
commit 1ff2e87d80
parent 313065f1dc 2e22f8745b
9 changed files with 4533 additions and 227 deletions
--- a/README.md
+++ b/README.md
@ -1,25 +1,84 @@
-# Retrieval-based-Voice-Conversion-WebUI
-
-[![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)
-
-缺失的2个文件夹和2个文件：
-
-hubert_base.pt
-
-ffmpeg（自己确保ffmpeg命令能执行就行）
-
-pretrained文件夹
-
-uvr5_weights文件夹
-
-文件太大github传不动，去huggingface上下https://huggingface.co/lj1995/VoiceConversionWebUI/tree/main
-
-当然你也可以直接看看RVC-beta.7z这个文件→_→
-
-按照requirements.txt用pip装好环境，python infer-web.py就能用了
-
-根据经验，librosa numpy和numba三个包最好写死版本否则容易有坑，其他的包版本不太重要
-
-宣传视频：https://www.bilibili.com/video/BV1pm4y1z7Gm/
-
-教程见小白简易教程.doc
+# Retrieval-based-Voice-Conversion-WebUI
+
+[![madewithlove](https://forthebadge.com/images/badges/built-with-love.svg)](https://github.com/liujing04/Retrieval-based-Voice-Conversion-WebUI)
+
+[![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)
+[![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)
+[![Huggingface](https://img.shields.io/badge/🤗%20-Spaces-blue.svg?style=for-the-badge)](https://huggingface.co/lj1995/VoiceConversionWebUI/tree/main/)
+
+### 使用了RVC的实时语音转换 : [w-okada/voice-changer](https://github.com/w-okada/voice-changer)
+------
+
+一个基于VITS的简单易用的SVC框架。
+
+[**English**](./README_en.md) | [**中文简体**](./README.md)
+
+> 点此查看我们的[演示视频](https://www.bilibili.com/video/BV1pm4y1z7Gm/) !
+## 简介
+本仓库具有以下特点:
+ 使用top1特征模型检索来杜绝音色泄露；
+ 即便在相对较差的显卡上也能快速训练;
+ 使用少量数据进行训练也能得到较好结果;
+ 可以通过模型融合来改变音色;
+ 简单易用的WebUI界面;
+ 可调用UVR5模型来快速分离人声和伴奏。
+## 环境配置
+我们推荐你使用poetry来配置环境。
+
+以下指令需在Python版本大于3.8的环境当中执行:
+```bash
+# 安装Pytorch及其核心依赖，若已安装则跳过
+# 参考自: https://pytorch.org/get-started/locally/
+pip install torch torchvision torchaudio
+
+# 安装 Poetry 依赖管理工具, 若已安装则跳过
+# 参考自: https://python-poetry.org/docs/#installation
+curl -sSL https://install.python-poetry.org | python3 -
+
+# 通过poetry安装依赖
+poetry install
+```
+
+你也可以通过pip来安装依赖：
+```bash
+pip install -r requirements.txt
+```
+## 其他预模型准备
+RVC需要其他的一些预模型来推理和训练。
+
+你可以从我们的[Huggingface space](https://huggingface.co/lj1995/VoiceConversionWebUI/tree/main/)下载到这些模型。
+
+以下是一份清单，包括了所有RVC所需的预模型和其他文件的名称:
+```bash
+hubert_base.pt
+
+./pretrained 
+
+./uvr5_weights
+
+#如果你正在使用Windows，则你可能需要这个文件夹，若FFmpeg已安装则跳过
+./ffmpeg
+```
+之后使用以下指令来调用Webui:
+```bash
+python infer-web.py
+```
+如果你正在使用Windows，你可以直接下载并解压`RVC-beta.7z` 来使用RVC，运行`go-web.bat`来启动WebUI。
+
+我们将在两周内推出一个英文版本的WebUI.
+
+仓库内还有一份`小白简易教程.doc`以供参考。
+
+## 参考项目
+ [ContentVec](https://github.com/auspicious3000/contentvec/)
+ [VITS](https://github.com/jaywalnut310/vits)
+ [HIFIGAN](https://github.com/jik876/hifi-gan)
+ [Gradio](https://github.com/gradio-app/gradio)
+ [FFmpeg](https://github.com/FFmpeg/FFmpeg)
+ [Ultimate Vocal Remover](https://github.com/Anjok07/ultimatevocalremovergui)
+ [audio-slicer](https://github.com/openvpi/audio-slicer)
+## 感谢所有贡献者作出的努力
+<a href="https://github.com/liujing04/Retrieval-based-Voice-Conversion-WebUI/graphs/contributors" target="_blank">
+  <img src="https://contrib.rocks/image?repo=liujing04/Retrieval-based-Voice-Conversion-WebUI" />
+</a>
+
--- a/README_en.md
+++ b/README_en.md
@ -0,0 +1,79 @@
+# Retrieval-based-Voice-Conversion-WebUI
+
+[![madewithlove](https://forthebadge.com/images/badges/built-with-love.svg)](https://github.com/liujing04/Retrieval-based-Voice-Conversion-WebUI)
+
+[![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)
+[![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)
+[![Huggingface](https://img.shields.io/badge/🤗%20-Spaces-blue.svg?style=for-the-badge)](https://huggingface.co/lj1995/VoiceConversionWebUI/tree/main/)
+
+### Realtime Voice Conversion Software using RVC : [w-okada/voice-changer](https://github.com/w-okada/voice-changer)
+------
+
+An easy-to-use SVC framework based on VITS.
+
+[**English**](./README.md) | [**中文简体**](./README_zh_CN.md)
+
+> Check our [Demo Video](https://www.bilibili.com/video/BV1pm4y1z7Gm/) here!
+## Summary
+This repository has the following features:
+ Using top1 feature model retrieval to reduce tone leakage;
+ Easy and fast training, even on relatively poor graphics cards;
+ Training with a small amount of data also obtains relatively good results;
+ Supporting model fusion to change timbres;
+ Easy-to-use Webui interface;
+ Use the UVR5 model to quickly separate vocals and instruments.
+## Preparing the environment
+We recommend you install the dependencies through poetry.
+
+The following commands need to be executed in the environment of Python version 3.8 or higher:
+```bash
+# Install PyTorch-related core dependencies, skip if installed
+# Reference: https://pytorch.org/get-started/locally/
+pip install torch torchvision torchaudio
+
+# Install the Poetry dependency management tool, skip if installed
+# Reference: https://python-poetry.org/docs/#installation
+curl -sSL https://install.python-poetry.org | python3 -
+
+# Install the project dependencies
+poetry install
+```
+You can also use pip to install the dependencies
+
+```bash
+pip install -r requirements.txt
+```
+## Preparation of other Pre-models
+RVC requires other pre-models to infer and train.
+
+You need to download them from our [Huggingface space](https://huggingface.co/lj1995/VoiceConversionWebUI/tree/main/).
+
+Here's a list of Pre-models and other files that RVC needs:
+```bash
+hubert_base.pt
+
+./pretrained 
+
+./uvr5_weights
+
+#If you are using Windows, you may also need this dictionary, skip if FFmpeg is installed
+ffmpeg.exe
+```
+Then use this command to start Webui:
+```bash
+python infer-web.py
+```
+If you are using Windows, you can download and extract `RVC-beta.7z` to use RVC directly and use `go-web.bat` to start Webui.
+
+We will develop an English version of the WebUI in 2 weeks.
+
+There's also a tutorial on RVC in Chinese and you can check it out if needed.
+
+## Credits
+
+## Thanks to all contributors for their efforts
+
+<a href="https://github.com/liujing04/Retrieval-based-Voice-Conversion-WebUI/graphs/contributors" target="_blank">
+  <img src="https://contrib.rocks/image?repo=liujing04/Retrieval-based-Voice-Conversion-WebUI" />
+</a>
+
--- a/README_v0.md
+++ b/README_v0.md
@ -0,0 +1,32 @@
+# Retrieval-based-Voice-Conversion-WebUI
+
+[![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)
+
+缺失的2个文件夹和2个文件：
+
+hubert_base.pt
+
+ffmpeg（自己确保ffmpeg命令能执行就行）
+
+pretrained文件夹
+
+uvr5_weights文件夹
+
+文件太大github传不动，去huggingface上下https://huggingface.co/lj1995/VoiceConversionWebUI/tree/main
+
+当然你也可以直接看看RVC-beta.7z这个文件→_→
+
+按照requirements.txt用pip装好环境，python infer-web.py就能用了
+
+根据经验，librosa numpy和numba三个包最好写死版本否则容易有坑，其他的包版本不太重要
+
+宣传视频：https://www.bilibili.com/video/BV1pm4y1z7Gm/
+
+教程见小白简易教程.doc
+
+We will develop an English version windows WebUI APP in 2 weeks.
+
+
+### Realtime Voice Conversion Software using RVC
+
+https://github.com/w-okada/voice-changer
--- a/envfilescheck.bat
+++ b/envfilescheck.bat
@ -0,0 +1,230 @@
+@echo off && chcp 65001
+
+echo working dir is %cd%
+echo downloading requirement aria2 check.
+echo=
+dir /a:d/b | findstr "aria2" > flag.txt
+findstr "aria2" flag.txt >nul
+if %errorlevel% ==0 (
+    echo aria2 checked.
+    echo=
+) else (
+    echo failed. please downloading aria2 from webpage!
+    echo unzip it and put in this directory!
+    timeout /T 5
+    start https://github.com/aria2/aria2/releases/tag/release-1.36.0
+    echo=
+    goto end
+)
+
+echo envfiles checking start.
+echo=
+
+for /f %%x in ('findstr /i /c:"aria2" "flag.txt"') do (set aria2=%%x)&goto endSch
+:endSch
+
+set d32=f0D32k.pth
+set d40=f0D40k.pth
+set d48=f0D48k.pth
+set g32=f0G32k.pth
+set g40=f0G40k.pth
+set g48=f0G48k.pth
+
+set dld32=https://huggingface.co/lj1995/VoiceConversionWebUI/resolve/main/pretrained/f0D32k.pth
+set dld40=https://huggingface.co/lj1995/VoiceConversionWebUI/resolve/main/pretrained/f0D40k.pth
+set dld48=https://huggingface.co/lj1995/VoiceConversionWebUI/resolve/main/pretrained/f0D48k.pth
+set dlg32=https://huggingface.co/lj1995/VoiceConversionWebUI/resolve/main/pretrained/f0G32k.pth
+set dlg40=https://huggingface.co/lj1995/VoiceConversionWebUI/resolve/main/pretrained/f0G40k.pth
+set dlg48=https://huggingface.co/lj1995/VoiceConversionWebUI/resolve/main/pretrained/f0G48k.pth
+
+set hp2=HP2-人声vocals+非人声instrumentals.pth
+set hp5=HP5-主旋律人声vocals+其他instrumentals.pth
+
+set dlhp2=https://huggingface.co/lj1995/VoiceConversionWebUI/resolve/main/uvr5_weights/HP2-人声vocals+非人声instrumentals.pth
+set dlhp5=https://huggingface.co/lj1995/VoiceConversionWebUI/resolve/main/uvr5_weights/HP5-主旋律人声vocals+其他instrumentals.pth
+
+set hb=hubert_base.pt
+
+set dlhb=https://huggingface.co/lj1995/VoiceConversionWebUI/resolve/main/hubert_base.pt
+
+echo dir check start.
+echo=
+
+if exist "%~dp0pretrained" (
+        echo dir .\pretrained checked.
+    ) else (
+        echo failed. generating dir .\pretrained.
+        mkdir pretrained
+    )
+if exist "%~dp0uvr5_weights" (
+        echo dir .\uvr5_weights checked.
+    ) else (
+        echo failed. generating dir .\uvr5_weights.
+        mkdir uvr5_weights
+    )
+
+echo=
+echo dir check finished.
+
+echo=
+echo required files check start.
+
+echo checking D32k.pth
+if exist "%~dp0pretrained\D32k.pth" (
+        echo D32k.pth in .\pretrained checked.
+        echo=
+    ) else (
+        echo failed. starting download from huggingface.
+        %~dp0%aria2%\aria2c --console-log-level=error -c -x 16 -s 16 -k 1M https://huggingface.co/lj1995/VoiceConversionWebUI/resolve/main/pretrained/D32k.pth -d %~dp0pretrained -o D32k.pth
+        if exist "%~dp0pretrained\D32k.pth" (echo download successful.) else (echo please try again!
+        echo=)
+    )
+echo checking D40k.pth
+if exist "%~dp0pretrained\D40k.pth" (
+        echo D40k.pth in .\pretrained checked.
+        echo=
+    ) else (
+        echo failed. starting download from huggingface.
+        %~dp0%aria2%\aria2c --console-log-level=error -c -x 16 -s 16 -k 1M https://huggingface.co/lj1995/VoiceConversionWebUI/resolve/main/pretrained/D40k.pth -d %~dp0pretrained -o D40k.pth
+        if exist "%~dp0pretrained\D40k.pth" (echo download successful.) else (echo please try again!
+        echo=)
+    )
+    echo checking D48k.pth
+if exist "%~dp0pretrained\D48k.pth" (
+        echo D48k.pth in .\pretrained checked.
+        echo=
+    ) else (
+        echo failed. starting download from huggingface.
+        %~dp0%aria2%\aria2c --console-log-level=error -c -x 16 -s 16 -k 1M https://huggingface.co/lj1995/VoiceConversionWebUI/resolve/main/pretrained/D48k.pth -d %~dp0pretrained -o D48k.pth
+        if exist "%~dp0pretrained\D48k.pth" (echo download successful.) else (echo please try again!
+        echo=)
+    )
+    echo checking G32k.pth
+if exist "%~dp0pretrained\G32k.pth" (
+        echo G32k.pth in .\pretrained checked.
+        echo=
+    ) else (
+        echo failed. starting download from huggingface.
+        %~dp0%aria2%\aria2c --console-log-level=error -c -x 16 -s 16 -k 1M https://huggingface.co/lj1995/VoiceConversionWebUI/resolve/main/pretrained/G32k.pth -d %~dp0pretrained -o G32k.pth
+        if exist "%~dp0pretrained\G32k.pth" (echo download successful.) else (echo please try again!
+        echo=)
+    )
+    echo checking G40k.pth
+if exist "%~dp0pretrained\G40k.pth" (
+        echo G40k.pth in .\pretrained checked.
+        echo=
+    ) else (
+        echo failed. starting download from huggingface.
+        %~dp0%aria2%\aria2c --console-log-level=error -c -x 16 -s 16 -k 1M https://huggingface.co/lj1995/VoiceConversionWebUI/resolve/main/pretrained/G40k.pth -d %~dp0pretrained -o G40k.pth
+        if exist "%~dp0pretrained\G40k.pth" (echo download successful.) else (echo please try again!
+        echo=)
+    )
+    echo checking G48k.pth
+if exist "%~dp0pretrained\G48k.pth" (
+        echo G48k.pth in .\pretrained checked.
+        echo=
+    ) else (
+        echo failed. starting download from huggingface.
+        %~dp0%aria2%\aria2c --console-log-level=error -c -x 16 -s 16 -k 1M https://huggingface.co/lj1995/VoiceConversionWebUI/resolve/main/pretrained/G48k.pth -d %~dp0pretrained -o G48k.pth
+        if exist "%~dp0pretrained\G48k.pth" (echo download successful.) else (echo please try again!
+        echo=)
+    )
+
+echo checking %d32%
+if exist "%~dp0pretrained\%d32%" (
+        echo %d32% in .\pretrained checked.
+        echo=
+    ) else (
+        echo failed. starting download from huggingface.
+        %~dp0%aria2%\aria2c --console-log-level=error -c -x 16 -s 16 -k 1M %dld32% -d %~dp0pretrained -o %d32%
+        if exist "%~dp0pretrained\%d32%" (echo download successful.) else (echo please try again!
+        echo=)
+    )
+echo checking %d40%
+if exist "%~dp0pretrained\%d40%" (
+        echo %d40% in .\pretrained checked.
+        echo=
+    ) else (
+        echo failed. starting download from huggingface.
+        %~dp0%aria2%\aria2c --console-log-level=error -c -x 16 -s 16 -k 1M %dld40% -d %~dp0pretrained -o %d40%
+        if exist "%~dp0pretrained\%d40%" (echo download successful.) else (echo please try again!
+        echo=)
+    )
+echo checking %d48%
+if exist "%~dp0pretrained\%d48%" (
+        echo %d48% in .\pretrained checked.
+        echo=
+    ) else (
+        echo failed. starting download from huggingface.
+        %~dp0%aria2%\aria2c --console-log-level=error -c -x 16 -s 16 -k 1M %dld48% -d %~dp0pretrained -o %d48%
+        if exist "%~dp0pretrained\%d48%" (echo download successful.) else (echo please try again!
+        echo=)
+    )
+echo checking %g32%
+if exist "%~dp0pretrained\%g32%" (
+        echo %g32% in .\pretrained checked.
+        echo=
+    ) else (
+        echo failed. starting download from huggingface.
+        %~dp0%aria2%\aria2c --console-log-level=error -c -x 16 -s 16 -k 1M %dlg32% -d %~dp0pretrained -o %g32%
+        if exist "%~dp0pretrained\%g32%" (echo download successful.) else (echo please try again!
+        echo=)
+    )
+echo checking %g40%
+if exist "%~dp0pretrained\%g40%" (
+        echo %g40% in .\pretrained checked.
+        echo=
+    ) else (
+        echo failed. starting download from huggingface.
+        %~dp0%aria2%\aria2c --console-log-level=error -c -x 16 -s 16 -k 1M %dlg40% -d %~dp0pretrained -o %g40%
+        if exist "%~dp0pretrained\%g40%" (echo download successful.) else (echo please try again!
+        echo=)
+    )
+echo checking %g48%
+if exist "%~dp0pretrained\%g48%" (
+        echo %g48% in .\pretrained checked.
+        echo=
+    ) else (
+        echo failed. starting download from huggingface.
+        %~dp0%aria2%\aria2c --console-log-level=error -c -x 16 -s 16 -k 1M %dlg48% -d %~dp0\pretrained -o %g48%
+        if exist "%~dp0pretrained\%g48%" (echo download successful.) else (echo please try again!
+        echo=)
+    )
+
+echo checking %hp2%
+if exist "%~dp0uvr5_weights\%hp2%" (
+        echo %hp2% in .\uvr5_weights checked.
+        echo=
+    ) else (
+        echo failed. starting download from huggingface.
+        %~dp0%aria2%\aria2c --console-log-level=error -c -x 16 -s 16 -k 1M %dlhp2% -d %~dp0\uvr5_weights -o %hp2%
+        if exist "%~dp0uvr5_weights\%hp2%" (echo download successful.) else (echo please try again!
+        echo=)
+    )
+echo checking %hp5%
+if exist "%~dp0uvr5_weights\%hp5%" (
+        echo %hp5% in .\uvr5_weights checked.
+        echo=
+    ) else (
+        echo failed. starting download from huggingface.
+        %~dp0%aria2%\aria2c --console-log-level=error -c -x 16 -s 16 -k 1M %dlhp5% -d %~dp0\uvr5_weights -o %HP5%
+        if exist "%~dp0uvr5_weights\%hp5%" (echo download successful.) else (echo please try again!
+        echo=)
+    )
+
+echo checking %hb%
+if exist "%~dp0%hb%" (
+        echo %hb% in .\pretrained checked.
+        echo=
+    ) else (
+        echo failed. starting download from huggingface.
+        %~dp0%aria2%\aria2c --console-log-level=error -c -x 16 -s 16 -k 1M %dlhb% -d %~dp0 -o %hb%
+        if exist "%~dp0%hb%" (echo download successful.) else (echo please try again!
+        echo=)
+    )
+
+echo required files check finished.
+echo envfiles check complete.
+pause
+:end
+del flag.txt
--- a/infer-web.py
+++ b/infer-web.py
@ -146,21 +146,22 @@ def uvr(model_name,inp_root,save_root_vocal,paths,save_root_ins):
 #一个选项卡全局只能有一个音色
 def get_vc(sid):
    global n_spk,tgt_sr,net_g,vc,cpt
-    if(sid==""):
+    if(sid==[]):
        global hubert_model
-        print("clean_empty_cache")
-        del net_g, n_spk, vc, hubert_model,tgt_sr#,cpt
-        hubert_model = net_g=n_spk=vc=hubert_model=tgt_sr=None
-        torch.cuda.empty_cache()
-        ###楼下不这么折腾清理不干净
-        if_f0 = cpt.get("f0", 1)
-        if (if_f0 == 1):
-            net_g = SynthesizerTrnMs256NSFsid(*cpt["config"], is_half=is_half)
-        else:
-            net_g = SynthesizerTrnMs256NSFsid_nono(*cpt["config"])
-        del net_g,cpt
-        torch.cuda.empty_cache()
-        cpt=None
+        if (hubert_model != None): # 考虑到轮询，需要加个判断看是否 sid 是由有模型切换到无模型的
+            print("clean_empty_cache")
+            del net_g, n_spk, vc, hubert_model,tgt_sr#,cpt
+            hubert_model = net_g=n_spk=vc=hubert_model=tgt_sr=None
+            torch.cuda.empty_cache()
+            ###楼下不这么折腾清理不干净
+            if_f0 = cpt.get("f0", 1)
+            if (if_f0 == 1):
+                net_g = SynthesizerTrnMs256NSFsid(*cpt["config"], is_half=is_half)
+            else:
+                net_g = SynthesizerTrnMs256NSFsid_nono(*cpt["config"])
+            del net_g,cpt
+            torch.cuda.empty_cache()
+            cpt=None
        return {"visible": False, "__type__": "update"}
    person = "%s/%s" % (weight_root, sid)
    print("loading %s"%person)
--- a/poetry.lock
+++ b/poetry.lock
--- a/pyproject.toml
+++ b/pyproject.toml
@ -0,0 +1,62 @@
+[tool.poetry]
+name = "rvc-beta"
+version = "0.1.0"
+description = ""
+authors = ["lj1995"]
+license = "MIT"
+
+[tool.poetry.dependencies]
+python = "^3.8"
+torch = "^2.0.0"
+torchaudio = "^2.0.1"
+Cython = "^0.29.34"
+gradio = "^3.24.1"
+future = "^0.18.3"
+pydub = "^0.25.1"
+soundfile = "^0.12.1"
+ffmpeg-python = "^0.2.0"
+tensorboardX = "^2.6"
+functorch = "^2.0.0"
+fairseq = "^0.12.2"
+faiss-gpu = "^1.7.2"
+faiss-cpu = "^1.7.3"
+Jinja2 = "^3.1.2"
+json5 = "^0.9.11"
+librosa = "0.9.2"
+llvmlite = "0.39.0"
+Markdown = "^3.4.3"
+matplotlib = "^3.7.1"
+matplotlib-inline = "^0.1.6"
+numba = "0.56.4"
+numpy = "1.23.5"
+scipy = "1.9.3"
+praat-parselmouth = "^0.4.3"
+Pillow = "9.1.1"
+pyworld = "^0.3.2"
+resampy = "^0.4.2"
+scikit-learn = "^1.2.2"
+starlette = "^0.26.1"
+tensorboard = "^2.12.1"
+tensorboard-data-server = "^0.7.0"
+tensorboard-plugin-wit = "^1.8.1"
+torchgen = "^0.0.1"
+tqdm = "^4.65.0"
+tornado = "^6.2"
+Werkzeug = "^2.2.3"
+uc-micro-py = "^1.0.1"
+sympy = "^1.11.1"
+tabulate = "^0.9.0"
+PyYAML = "^6.0"
+pyasn1 = "^0.4.8"
+pyasn1-modules = "^0.2.8"
+fsspec = "^2023.3.0"
+absl-py = "^1.4.0"
+audioread = "^3.0.0"
+uvicorn = "^0.21.1"
+colorama = "^0.4.6"
+
+[tool.poetry.dev-dependencies]
+
+[build-system]
+requires = ["poetry-core>=1.0.0"]
+build-backend = "poetry.core.masonry.api"
--- a/requirements.txt
+++ b/requirements.txt
@ -1,188 +0,0 @@
-absl-py==1.1.0
-aiofiles==23.1.0
-aiohttp==3.8.4
-aiosignal==1.3.1
-altair==4.2.0
-antlr4-python3-runtime==4.8
-anyio==3.6.1
-appdirs==1.4.4
-argon2-cffi==21.3.0
-argon2-cffi-bindings==21.2.0
-asttokens==2.0.5
-async-timeout==4.0.2
-attrs==21.4.0
-audioread==3.0.0
-Babel==2.10.3
-backcall==0.2.0
-beautifulsoup4==4.11.1
-bitarray==2.7.3
-bleach==5.0.0
-brotlipy==0.7.0
-cachetools==5.2.0
-certifi==2021.5.30
-cffi
-chardet
-charset-normalizer==3.0.1
-click==8.1.3
-cmake==3.25.0
-colorama==0.4.5
-cryptography
-cycler==0.11.0
-Cython==0.29.32
-debugpy==1.6.0
-decorator==5.1.1
-defusedxml==0.7.1
-entrypoints==0.4
-executing==0.8.3
-fairseq==0.12.2
-faiss-gpu==1.7.2
-fastapi==0.92.0
-fastjsonschema==2.15.3
-ffmpeg-python
-ffmpy==0.3.0
-filelock==3.9.0
-fonttools==4.33.3
-frozenlist==1.3.3
-fsspec==2022.11.0
-functorch==2.0.0
-future==0.18.3
-google==3.0.0
-google-auth==2.8.0
-google-auth-oauthlib==0.4.6
-googleads==3.8.0
-gradio==3.19.1
-grpcio==1.46.3
-h11==0.13.0
-httpcore==0.16.3
-httplib2==0.21.0
-httpx==0.23.1
-Hydra==2.5
-hydra-core==1.0.7
-idna
-importlib-metadata==4.11.4
-importlib-resources==5.8.0
-ipykernel==6.15.0
-ipython==8.4.0
-ipython-genutils==0.2.0
-ipywidgets==7.7.0
-jedi==0.18.1
-Jinja2==3.1.2
-joblib==1.1.0
-json5==0.9.8
-jsonschema==4.6.0
-kiwisolver==1.4.3
-lazy-loader==0.1
-librosa==0.9.2
-linkify-it-py==2.0.0
-lit==15.0.7
-llvmlite==0.39.0
-lxml==4.8.0
-Markdown==3.3.7
-markdown-it-py==2.2.0
-MarkupSafe==2.1.1
-matplotlib==3.5.2
-matplotlib-inline==0.1.3
-mdit-py-plugins==0.3.3
-mdurl==0.1.1
-mistune==0.8.4
-mpmath==1.2.1
-msgpack==1.0.4
-multidict==6.0.2
-nbclassic==0.3.7
-nbclient==0.6.4
-nbconvert==6.5.0
-nbformat==5.4.0
-nest-asyncio==1.5.5
-networkx==2.8.8
-notebook==6.4.12
-notebook-shim==0.1.0
-numba==0.56.4
-numpy==1.23.5
-oauth2client==4.1.3
-oauthlib==3.2.0
-omegaconf==2.0.6
-orjson==3.8.6
-packaging==21.3
-pandas==1.5.2
-pandocfilters==1.5.0
-parso==0.8.3
-pexpect==4.8.0
-pickleshare==0.7.5
-Pillow==9.1.1
-pooch==1.6.0
-portalocker==2.5.1
-praat-parselmouth==0.4.2
-prometheus-client==0.14.1
-prompt-toolkit==3.0.29
-protobuf==3.19.4
-psutil==5.9.1
-ptyprocess==0.7.0
-pure-eval==0.2.2
-pyasn1==0.4.8
-pyasn1-modules==0.2.8
-pycosat==0.6.3
-pycparser
-pycryptodome==3.16.0
-pydantic==1.10.5
-pydub==0.25.1
-Pygments==2.12.0
-pyOpenSSL
-pyparsing==3.0.9
-pyrsistent==0.18.1
-PySocks
-python-dateutil==2.8.2
-python-multipart==0.0.5
-pytz==2022.6
-pyworld==0.3.2
-PyYAML==6.0
-pyzmq==23.2.0
-regex==2022.10.31
-requests
-requests-oauthlib==1.3.1
-resampy==0.4.2
-rfc3986==1.5.0
-rsa==4.8
-ruamel-yaml-conda
-sacrebleu==2.3.1
-scikit-learn==1.1.3
-scipy==1.9.3
-Send2Trash==1.8.0
-six
-sniffio==1.2.0
-soundfile==0.12.1
-soupsieve==2.3.2.post1
-soxr==0.3.3
-stack-data==0.3.0
-starlette==0.25.0
-stopit==1.1.1
-suds-jurko==0.6
-supervisor==4.2.4
-sympy==1.11.1
-tabulate==0.8.10
-tensorboard==2.9.1
-tensorboard-data-server==0.6.1
-tensorboard-plugin-wit==1.8.1
-terminado==0.15.0
-threadpoolctl==3.1.0
-tinycss2==1.1.1
-toolz==0.12.0
-torch==2.0.0+cu117
-torchaudio==2.0.1+cu117
-torchgen==0.0.1
-torchvision==0.15.1+cu117
-tornado==6.1
-tqdm
-traitlets==5.3.0
-triton==2.0.0
-typing-extensions==4.2.0
-uc-micro-py==1.0.1
-urllib3==1.26.13
-uvicorn==0.21.1
-wcwidth==0.2.5
-webencodings==0.5.1
-websocket-client==1.3.3
-websockets==10.3
-Werkzeug==2.1.2
-widgetsnbextension==3.6.0
-yarl==1.8.1
-zipp==3.8.0
--- a/requirments.txt
+++ b/requirments.txt
@ -0,0 +1,44 @@
+numba==0.56.4
+numpy==1.23.5
+scipy==1.9.3
+librosa==0.9.2
+llvmlite==0.39.0
+fairseq==0.12.2
+faiss-cpu==1.7.2
+gradio
+Cython
+future>=0.18.3
+pydub>=0.25.1
+soundfile>=0.12.1
+ffmpeg-python>=0.2.0
+tensorboardX
+functorch>=2.0.0
+Jinja2>=3.1.2
+json5>=0.9.11
+Markdown
+matplotlib>=3.7.1
+matplotlib-inline>=0.1.6
+praat-parselmouth>=0.4.3
+Pillow>=9.1.1
+pyworld>=0.3.2
+resampy>=0.4.2
+scikit-learn>=1.2.2
+starlette>=0.26.1
+tensorboard
+tensorboard-data-server
+tensorboard-plugin-wit
+torchgen>=0.0.1
+tqdm>=4.65.0
+tornado>=6.2
+Werkzeug>=2.2.3
+uc-micro-py>=1.0.1
+sympy>=1.11.1
+tabulate>=0.9.0
+PyYAML>=6.0
+pyasn1>=0.4.8
+pyasn1-modules>=0.2.8
+fsspec>=2023.3.0
+absl-py>=1.4.0
+audioread
+uvicorn>=0.21.1
+colorama>=0.4.6