Update README.md

README.md

@@ -6,22 +6,44 @@ colorTo: indigo
 sdk: static
 pinned: false
 license: apache-2.0
-short_description: My First Binrary tree into AI
+short_description: My First Binary Tree into AI
 ---
 
-# Nerfies
+# GHOSTVOICECBR
 
-This is the repository that contains source code for the [Nerfies website](https://nerfies.github.io).
+**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.
 
-If you find Nerfies useful for your work please cite:
-```
-@article{park2021nerfies
-  author    = {Park, Keunhong and Sinha, Utkarsh and Barron, Jonathan T. and Bouaziz, Sofien and Goldman, Dan B and Seitz, Steven M. and Martin-Brualla, Ricardo},
-  title     = {Nerfies: Deformable Neural Radiance Fields},
-  journal   = {ICCV},
-  year      = {2021},
-}
-```
+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.
 
-# Website License
-<a rel="license" href="http://creativecommons.org/licenses/by-sa/4.0/"><img alt="Creative Commons License" style="border-width:0" src="https://i.creativecommons.org/l/by-sa/4.0/88x31.png" /></a><br />This work is licensed under a <a rel="license" href="http://creativecommons.org/licenses/by-sa/4.0/">Creative Commons Attribution-ShareAlike 4.0 International License</a>.
+---
+
+## ✨ 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
+
+1. Clone or fork this repo
+2. Install dependencies:  
+   ```bash
+   pip install -r requirements.txt