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README.md
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license: apache-2.0
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short_description: Text-to-speech using Gradio, FastAPI, and TorToise TTS
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---
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-
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pinned: false
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license: apache-2.0
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short_description: Text-to-speech using Gradio, FastAPI, and TorToise TTS
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tags:
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- tortoise-tts
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- text-to-speech
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- voice-cloning
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- gradio
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- fastapi
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---
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# Tortoise TTS with Voice Cloning
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A powerful text-to-speech application with voice cloning capabilities, powered by Tortoise-TTS.
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## Description
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This application allows you to generate high-quality, natural-sounding speech from text. You can customize the voice by either:
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- Uploading your own voice sample for cloning
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- Recording your voice directly in the browser
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- Selecting from a variety of preset voices
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The app uses Tortoise-TTS, a high-quality text-to-speech model, and runs efficiently on Hugging Face Spaces with Zero-GPU optimization.
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## How to Use
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### Web Interface
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1. Enter the text you want to convert to speech
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2. Choose one of the following voice options:
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- Upload a voice sample audio file (WAV format recommended)
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- Record your voice using your microphone
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- Select a preset voice from the dropdown menu
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3. Click "Generate Speech"
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4. Listen to or download the generated audio
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### API Endpoints
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The app also provides REST API endpoints for programmatic access:
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1. **Voice File TTS** - `/api/tts_with_voice_file/`
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- POST request with:
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- `text`: Text to convert to speech (required)
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- `voice_file`: Audio file for voice cloning (optional)
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- `preset_voice`: Name of preset voice (optional, defaults to "random")
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2. **Preset Voice TTS** - `/api/tts_with_preset/`
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- POST request with:
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- `text`: Text to convert to speech (required)
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- `preset_voice`: Name of preset voice (required)
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### Python Example
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```python
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import requests
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# Using preset voice
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response = requests.post(
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"https://your-space-name.hf.space/api/tts_with_preset/",
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data={"text": "Hello, this is a test.", "preset_voice": "tom"}
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)
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# Save the audio file
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with open("output.wav", "wb") as f:
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f.write(response.content)
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```
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## Technical Details
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This app leverages:
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- **Tortoise-TTS**: State-of-the-art text-to-speech model
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- **Gradio**: For the intuitive user interface
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- **FastAPI**: For the API endpoints
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- **Zero-GPU**: For efficient GPU utilization on Hugging Face Spaces
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## Limitations
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- Text generation may take some time (30-60 seconds) depending on text length
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- Voice cloning quality depends on the clarity and length of the provided sample
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- For best results, provide voice samples with clear speech and minimal background noise
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## Credits
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This project uses the Tortoise-TTS model. If you use this app in your work, please consider citing:
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```
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@misc{tortoise-tts,
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author = {James Betker},
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title = {Tortoise-TTS: A Multi-Voice TTS System},
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year = {2022},
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publisher = {GitHub},
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journal = {GitHub repository},
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howpublished = {\url{https://github.com/neonbjb/tortoise-tts}}
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}
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```
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## License
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This project is available under the Apache-2.0 License.
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