README.md

metadata

title: Voice Cloning Studio
emoji: 🎤
colorFrom: blue
colorTo: purple
sdk: gradio
sdk_version: 4.44.0
app_file: app.py
pinned: false
preload_from_hub:
  - coqui/XTTS-v2
  - openai/whisper-base

🎭 Voice Cloning Studio

Real voice-to-voice and text-to-speech cloning using XTTS-v2 and Whisper AI.

✨ Features

• 🎤 Voice-to-Voice Cloning: Transform input audio using reference voice characteristics
• 📝 Text-to-Speech: Generate speech in any cloned voice
• 🌍 Multi-language Support: 8+ languages supported
• 🎵 High Quality: Professional 24kHz audio output
• ⚡ Real-time Processing: Fast voice cloning with XTTS-v2

🚀 How to Use

Voice-to-Voice Cloning

1. Upload Reference Voice - 6+ seconds of clear speech from the person to clone
2. Upload Input Audio - Speech content you want to transform
3. Select Language - Choose target language
4. Click "Clone Voice" - AI will extract content and apply reference voice
5. Download Result - New audio with same content, different voice

Text-to-Speech Cloning

1. Upload Reference Voice - Voice sample to clone
2. Enter Text - Type what you want the cloned voice to say
3. Generate Speech - Create natural speech in the cloned voice
4. Download Result - High-quality synthesized audio

🔧 Technical Details

• TTS Model: XTTS-v2 (Coqui AI) - State-of-the-art voice cloning
• Speech Recognition: Whisper (OpenAI) - Accurate transcription
• Languages: English, Spanish, French, German, Italian, Portuguese, Chinese, Japanese
• Quality: 24kHz professional audio generation
• Processing: CPU/GPU optimized with automatic fallbacks

💡 Tips for Best Results

• Reference Audio: Use clear, single-speaker recordings with minimal background noise
• Length: 6-10 seconds of reference audio works best
• Quality: Higher quality input leads to better cloning results
• Language: Match reference voice language when possible for optimal results

🛠️ Built With

• XTTS-v2 - Voice cloning model
• Whisper - Speech recognition
• Gradio - Web interface
• HuggingFace Spaces - Hosting platform

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Note: This space implements real voice cloning technology. Please use responsibly and respect others' voice rights and privacy.