Thriving Thriving Python PY
62
TTS_MultiModel ReSerendipity/TTS_MultiModel

多引擎语音合成平台:VoxCPM2 与 IndexTTS2 引擎,声音克隆、音色设计、LoRA 微调、多角色剧本配音、情感控制,OpenAI 兼容 API,中英日韩界面,一键安装启动 | Multi-engine TTS platform: VoxCPM2 + IndexTTS2, voice cloning, voice design, LoRA fine-tuning, multi-character dubbing, emotion control, OpenAI-compatible API, zh/en/ja/ko UI, one-click install

HEALTH 83 / Healthy
// hidden gem audio-generationchinese-ttsdeep-learningfastapifine-tuningindexttsloramulti-modelpytorchspeech-synthesis

// readme

TTS MultiModel

多模型语音合成平台 | Multi-Model Text-to-Speech Platform

基于 VoxCPM2 和 IndexTTS 2.5 的开源语音合成平台,支持声音克隆、声音设计、LoRA 微调与多角色剧本配音

A powerful open-source multi-model Text-to-Speech platform with voice cloning, voice design, LoRA fine-tuning, and multi-character script dubbing

English · 中文 · Features · Quick Start · Documentation · API · [Contributing]

🧪 在线模拟演示(GitHub Pages)

无需 GPU / 模型权重,纯前端仿真环境即可体验声音设计、声音克隆、剧本配音等完整流程(发声由浏览器内置语音引擎模拟):

https://reserendipity.github.io/TTS_MultiModel/ (由 .github/workflows/pages-deploy.yml 自动部署 demo/ 目录,详见 demo/README.md



Why TTS MultiModel?

优势说明
一站式平台集成 VoxCPM2 + IndexTTS 2.5 多引擎,声音克隆、声音设计、剧本配音、LoRA 微调,无需在多个工具间切换
极低门槛内置 WinPython + 一键安装脚本,Windows 用户开箱即用;Docker 部署仅需一行命令
完整工具链从数据准备到模型训练到推理部署,覆盖 TTS 全生命周期
开源透明项目代码 Apache 2.0;模型权重许可各异(见「模型许可说明」),商用前请逐项核对
多语言界面支持中文、英文、日文、韩文,国际化开箱即用

Demo

声音设计声音克隆

| 极致克隆 | 剧本配音 |…

The Undervalued Score +

How much a project earns versus how much attention it actually gets. Above 50 means the work is outrunning its audience. Recomputed nightly from commit velocity, contributor effort, issue resolution, fork utility, release cadence, and project maturity — divided by a logarithmic reach factor.

score  = signal / reach

signal = 0.25·commit_velocity   // commits in last 90 days (cap 30)
       + 0.20·contributor_work  // unique authors × velocity (cap 100)
       + 0.20·issue_resolution  // closed ÷ total issues
       + 0.20·fork_ratio        // forks ÷ stars (proxy for real usage)
       + 0.10·release_cadence   // releases in 90 days (cap 3)
       + age_bonus              // +0 to +0.30 after 6 months
       + homepage_bonus         // +0.05 if homepage is set

reach  = log₁₀(stars + watchers + 10)
The Health Score +

Is the project alive and maintained right now? A 0–100 pulse recomputed nightly from commit recency, rhythm, how fast issues close, and how quickly PRs get merged.

health = 0.35·recency       // days since last commit (90d decay)
       + 0.25·cadence       // commit rhythm consistency
       + 0.20·issue_health  // closed ÷ total issues
       + 0.20·pr_health     // merged ÷ total PRs
Health bands +

The colour and label on every card come straight from the health score.

Healthy   80 – 100   active, responsive, regular releases
Stable    60 – 79    maintained, steady, no alarms
Quiet     40 – 59    slowing down — watch this one
At Risk    0 – 39    going dark · candidate for rescue
// Tags — what each label means +

Tags are independent behavioral signals computed nightly. A project can hold multiple at once. They drive the home page sections.

solo_builder      one person holds > 80% of commits (last 180d)
needs_contributors has open "help wanted" or "good first issue" labels
hidden_gem        < 100 stars · active in last 3 months · documented
legacy_hero       repo > 5 years old · committed this year
fork_magnet       forks/stars > 0.5 · used as template or dependency
release_machine   5+ releases in the last 90 days
under_pressure    > 10 open issues · ≤ 2 contributors · health ≥ 60
community_watch   watchers > stars · devs tracking before the public
community_hub     GitHub Discussions enabled · > 20 discussions
funded            maintainer has active funding channel
Why rank against stars at all? +

Stars are an outcome, not effort. A project with 8 stars and daily commits is doing more interesting work than one coasting on 8k. We measure the building, then divide by the attention already received — so the genuinely undervalued rise to the top.

// stars   = lagging indicator
// commits = leading indicator
// we rank by the leading one