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All Projects → KuangDD → Zhrtvc

KuangDD / Zhrtvc

Chinese real time voice cloning (VC) and Chinese text to speech (TTS). 好用的中文语音克隆兼中文语音合成系统，包含语音编码器、语音合成器、声码器和可视化模块。

Programming Languages

python
139335 projects - #7 most used programming language

Labels

text-to-speechtts

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zhrtvc

zhrtvc

Chinese Real Time Voice Cloning

tips: 中文或汉语的语言缩写简称是zh。

关注【啊啦嘻哈】微信公众号，回复一个字【听】，小萝莉有话对你说哦^v^

啊啦嘻哈

版本

v1.2.6

使用说明和注意事项详见README

  • 注意事项:

    • 这个说明是新版GMW版本的语音克隆框架的说明，使用ge2e(encoder)-mellotron-waveglow的模块（简称GMW），运行更简单，效果更稳定和合成语音更加优质。

    • 基于项目Real-Time-Voice-Cloning改造为中文支持的版本ESV版本的说明见README-ESV，该版本用encoder-synthesizer-vocoder的模块（简称ESV），运行比较复杂。

    • 需要进入zhrtvc项目的代码子目录【zhrtvc】运行代码。

    • zhrtvc项目默认参数设置是适用于data目录中的样本数据，仅用于跑通整个流程。

    • 推荐使用mellotron的语音合成器和waveglow的声码器，mellotron设置多种模式适应多种任务使用。

  • 中文语料

中文语音语料zhvoice，语音更加清晰自然，包含8个开源数据集，3200个说话人，900小时语音，1300万字。

  • 中文模型

扫描上面的二维码，关注**【啊啦嘻哈】微信公众号**，回复：中文语音克隆模型走起，获取百度网盘的模型文件。

  • 合成样例

合成语音样例的目录

目录介绍

zhrtvc

代码相关的说明详见zhrtvc目录下的readme文件。

models

预训练的模型在百度网盘下载，下载后解压，替换models文件夹即可。

data

语料样例，包括语音和文本对齐语料。

注意：

该语料样例用于测试跑通模型，数据量太少，不可能使得模型收敛，即不会训练出可用模型。

在测试跑通模型情况下，处理自己的数据为语料样例的格式，用自己的数据训练模型即可。

学习交流

【AI解决方案交流群】QQ群：925294583

点击链接加入群聊：https://jq.qq.com/?_wv=1027&k=wlQzvT0N

Real-Time Voice Cloning

This repository is an implementation of Transfer Learning from Speaker Verification to Multispeaker Text-To-Speech Synthesis (SV2TTS) with a vocoder that works in real-time. Feel free to check my thesis if you're curious or if you're looking for info I haven't documented yet (don't hesitate to make an issue for that too). Mostly I would recommend giving a quick look to the figures beyond the introduction.

SV2TTS is a three-stage deep learning framework that allows to create a numerical representation of a voice from a few seconds of audio, and to use it to condition a text-to-speech model trained to generalize to new voices.

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