Cosyvoice安装部署

# 1. 下载代码

1
2
3

git clone --recursive https://github.com/FunAudioLLM/CosyVoice.git
cd CosyVoice
git submodule update --init --recursive

# 2. 修改 requirements.txt

1 2	`onnxruntime-gpu==1.18.0; sys_platform == 'linux' onnxruntime==1.18.0; sys_platform == 'darwin' or sys_platform == 'windows'`

改为

1	`onnxruntime==1.18.0`

# 3. 创建 Python 环境

执行 00 conda 创建环境.bat 创建 Python 3.10 环境

# 4. 激活 Conda 环境

执行激活 conda 环境.bat 激活 conda 环境

# 5. 安装依赖

1 2	`conda install -y -c conda-forge pynini==2.1.5 pip install -r requirements.txt -i https://mirrors.aliyun.com/pypi/simple/ --trusted-host=mirrors.aliyun.com`

# 6. 下载模型

# 6.1 代码下载模型

创建一个 download_models.py

# SDK模型下载
from modelscope import snapshot_download
snapshot_download('iic/CosyVoice2-0.5B', local_dir='pretrained_models/CosyVoice2-0.5B')
snapshot_download('iic/CosyVoice-300M', local_dir='pretrained_models/CosyVoice-300M')
snapshot_download('iic/CosyVoice-300M-25Hz', local_dir='pretrained_models/CosyVoice-300M-25Hz')
snapshot_download('iic/CosyVoice-300M-SFT', local_dir='pretrained_models/CosyVoice-300M-SFT')
snapshot_download('iic/CosyVoice-300M-Instruct', local_dir='pretrained_models/CosyVoice-300M-Instruct')
snapshot_download('iic/CosyVoice-ttsfrd', local_dir='pretrained_models/CosyVoice-ttsfrd')

下载模型

1	`python download_models.py`

模型下载失败

1 2	`pip install modelscope==1.17.0 -i https://pypi.tuna.tsinghua.edu.cn/simple`

# 6.2 git 下载模型

# git模型下载，请确保已安装git lfs
mkdir -p pretrained_models
git clone https://www.modelscope.cn/iic/CosyVoice2-0.5B.git pretrained_models/CosyVoice2-0.5B
git clone https://www.modelscope.cn/iic/CosyVoice-300M.git pretrained_models/CosyVoice-300M
git clone https://www.modelscope.cn/iic/CosyVoice-300M-25Hz.git pretrained_models/CosyVoice-300M-25Hz
git clone https://www.modelscope.cn/iic/CosyVoice-300M-SFT.git pretrained_models/CosyVoice-300M-SFT
git clone https://www.modelscope.cn/iic/CosyVoice-300M-Instruct.git pretrained_models/CosyVoice-300M-Instruct
git clone https://www.modelscope.cn/iic/CosyVoice-ttsfrd.git pretrained_models/CosyVoice-ttsfrd

# 7. 启动

# 7.1 内置音色模型启动

@echo off
set PYTHONPATH=third_party/Matcha-TTS
call activate .\env
python webui.py --port 50000 --model_dir pretrained_models/CosyVoice-300M-SFT
start http://127.0.0.1:50000
pause

# 7.2 克隆音色 + 跨语种克隆模型启动

@echo off
set PYTHONPATH=third_party/Matcha-TTS
call activate .\env
start http://127.0.0.1:50001
python webui.py --port 50001 --model_dir pretrained_models/CosyVoice-300M
pause

# 7.3 内置音色 + 语气微调模型启动

@echo off
set PYTHONPATH=third_party/Matcha-TTS
call activate .\env
start http://127.0.0.1:50002
python webui.py --port 50002 --model_dir pretrained_models/CosyVoice-300M-Instruct
pause