F5-TTS Template
F5-TTS Template
F5-TTS is a powerful and flexible Text-to-Speech API that enables high-quality speech synthesis with voice cloning capabilities. Deploy instantly and start generating natural-sounding speech from text using advanced voice cloning technology.
Key Features
- Voice Cloning: Generate speech that matches a reference voice sample
- Flexible Input: Support for both direct audio file uploads and URL-based audio references
- High-Quality Output: Generate clear, natural-sounding WAV audio files
- Easy Integration: Simple REST API interface with comprehensive documentation
- Cross-Platform: Compatible with any platform via standard HTTP requests
Technical Specifications
Feature | Details |
---|---|
Input Formats | WAV audio files |
Output Format | High-quality WAV audio |
API Protocol | REST |
Response Type | Audio file download |
Performance | Built on FastAPI for async operations |
Core Capabilities
- Reference voice matching using provided audio samples
- Optional automatic transcription of reference audio
- Adjustable speech speed modification
- Silence removal for optimized output
- Health monitoring and system status checking
- CORS support for web applications
API Usage Examples
# Health Check
curl -X GET "http://your-server/health" \
-H "accept: application/json"
# Generate Speech with Local Audio
curl -X POST "http://your-server/tts/generate" \
-H "accept: application/json" \
-H "Content-Type: multipart/form-data" \
-F "reference_audio=@/path/to/your/reference.wav" \
-F "text=Hello, this is a test" \
-F "speed=1.0"
Resource Requirements and Costs
Optimized resource specifications for high-performance speech synthesis:
Resource | Amount | Description |
---|---|---|
CPU | 3 vCPU | Virtual CPU cores for processing power |
GPU | 1 GPU | Graphics Processing Unit for ML operations |
RAM | 4 GB | Memory for concurrent operations |
Storage | 0 GB | No persistent storage required |
Base Cost | $802.14/month | Estimated running costs |
Cost Estimation Details
You can estimate your costs using the CloudStation Pricing Calculator:
- CPU Usage: $0.02/hour per vCPU
- GPU Usage: $2.00/hour per GPU
- RAM Usage: $0.004/hour per GB
- Storage: $0.10/GB per month (if needed)
Note: Actual costs may vary based on usage patterns and resource optimization. Visit our Pricing Page for detailed information about Extra Resource Usage Estimation.
Resource Optimization Tips
- Scale GPU usage during peak processing times only
- Implement automatic shutdown during idle periods
- Use batch processing for multiple audio files
- Monitor resource usage through CloudStation dashboard
Components
Component | Count | Purpose |
---|---|---|
Databases | 0 | No database required |
Docker Images | 1 | F5-TTS container with GPU support |
Services | 0 | Standalone service |
Repositories | 0 | Source management |
Perfect For
- Developers: Building voice-enabled applications
- Content Creators: Generating voiceovers and narrations
- Accessibility Teams: Creating audio versions of content
- Educational Platforms: Developing spoken learning materials
Pro Tips
-
Optimize Reference Audio:
- Use high-quality WAV files
- Record in a quiet environment
- Keep reference samples between 10-30 seconds
-
Performance Optimization:
- Enable silence removal for shorter files
- Use appropriate speed multipliers (0.8-1.2)
- Cache frequently used voice profiles
-
Integration Best Practices:
-
Implement rate limiting
-
Handle audio file cleanup
-
Monitor API health endpoints
-
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