metadata

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.

✨ 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)

🧠 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.)

🚀 How to Use

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