README.md

---
title: GHOSTVOICECBR
emoji: 🧠
colorFrom: yellow
colorTo: indigo
sdk: static
pinned: false
license: apache-2.0
short_description: My First Binary Tree into AI
---

# GHOSTVOICECBR

**GHOSTVOICECBR** is a real-time voice cloning framework built using a novel Case-Based Reasoning (CBR) binary tree and quadrant-based tone mapping system. It enables low-latency, agentic voice synthesis using emotional quads — pitch, timbre, speed, and mood — mapped onto cloned neural speech vectors.

This system is the voice synthesis engine behind the **GhostVoice AI project**, capable of generating cloned speech in real time, optimized for 8–12 GB VRAM and deployable via Hugging Face Spaces, Gradio, or Twitch integrations.

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## ✨ Features

- ✅ **CBR Tree Traversal** for selecting voice tones over time
- ✅ **Quad Mapping Engine** for emotion-driven synthesis
- ✅ **Fast Inference** on local hardware (no cloud GPU required)
- ✅ **Speaker Embedding Support** for personalized cloning
- ✅ **Live Gradio UI** with console, waveform, and quad controls
- ✅ **Twitch VoiceBot Ready** (optional module)

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## 🧠 Core Concepts

- **CBR Binary Tree**: Stores and retrieves historical tone vectors efficiently.
- **Quad Mapping**: Each speech sample is mapped using a 4D vector:
  - `pitch`
  - `speed`
  - `timbre`
  - `emotion`
- **Voice Matching**: Nearest neighbor match + synthetic generation
- **Open Format**: Easily extensible to other TTS models or APIs (Bark, MusicGen, etc.)

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## 🚀 How to Use

1. Clone or fork this repo
2. Install dependencies:  
   ```bash
   pip install -r requirements.txt