🎤 VoiceGenAI — Text to Speech with Generative AI

VoiceGenAI is a modern Text-to-Speech (TTS) Generative AI application built using Hugging Face models and Streamlit, capable of converting text into natural-sounding human speech.

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🚀 Features

✅ Text-to-Speech using state-of-the-art Hugging Face models
✅ Streamlit-based interactive UI
✅ Play & download generated audio
✅ Supports Hugging Face Inference API
✅ Optional local offline TTS (Coqui TTS)
✅ Clean, modular, production-ready Python code
✅ Docker-ready for deployment

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🧠 Models Used

Model	Description
facebook/mms-tts-eng	High-quality multilingual TTS
espnet/kan-bayashi-ljspeech	Research-grade neural TTS
Coqui TTS (optional)	Offline/local speech synthesis

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🛠 Tech Stack

• Python 3.9+
• Streamlit
• Hugging Face Transformers / Inference API
• PyTorch
• Coqui TTS (optional)
• Docker

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📂 Project Structure

VoiceGenAI/
├── app.py
├── tts_utils.py
├── requirements.txt
├── .env.example
├── Dockerfile
├── README.md
└── samples/

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⚙️ Installation & Setup

1️⃣ Clone Repository

git clone https://github.com/ramarav/VoiceGenAI.git
cd VoiceGenAI

2️⃣ Create Virtual Environment

python -m venv venv
source venv/bin/activate   # Windows: venv\Scripts\activate

3️⃣ Install Dependencies

pip install -r requirements.txt

4️⃣ Setup Hugging Face Token

• Create token: https://huggingface.co/settings/tokens
• Create .env file:

HF_TOKEN=hf_your_token_here

5️⃣ Run the App

streamlit run app.py

Open browser at 👉 http://localhost:8501

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🧪 Example Output

🎧 Text:

Welcome to VoiceGenAI, your personal text to speech assistant.

🔊 Output:

• Natural human-like speech
• Downloadable .wav file

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🐳 Docker Support

docker build -t voicegenai .
docker run -p 8501:8501 --env HF_TOKEN=hf_xxx voicegenai

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🌍 Use Cases

• Accessibility tools
• Voice assistants
• AI narration
• Content creation
• Chatbots with voice
• EdTech / E-learning platforms

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📈 Roadmap

• Multi-voice selection
• SSML support
• Batch TTS (CSV upload)
• Language auto-detection
• Cloud deployment (AWS/GCP)
• REST API version

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🤝 Contributing

Contributions are welcome!
Fork the repo, create a feature branch, and submit a PR 🚀

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⭐ Show Your Support

If you like this project:

• ⭐ Star the repository
• 🍴 Fork it
• 🧑‍💻 Share it with the community

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📜 License

This project is licensed under the MIT License.

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🔖 Tags

#GenerativeAI #TextToSpeech #HuggingFace #Streamlit #Python
#AIProjects #OpenSource #MachineLearning #DeepLearning #VoiceAI

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👨‍💻 Author

Mekala Ramarao
Python Developer | AI/ML Engineer
GPU & AI Systems | Open Source Contributor

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🔥 Built for engineers and AI enthusiasts.