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.

F5-TTS

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

FeatureDetails
Input FormatsWAV audio files
Output FormatHigh-quality WAV audio
API ProtocolREST
Response TypeAudio file download
PerformanceBuilt 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:

ResourceAmountDescription
CPU3 vCPUVirtual CPU cores for processing power
GPU1 GPUGraphics Processing Unit for ML operations
RAM4 GBMemory for concurrent operations
Storage0 GBNo persistent storage required
Base Cost$802.14/monthEstimated 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

ComponentCountPurpose
Databases0No database required
Docker Images1F5-TTS container with GPU support
Services0Standalone service
Repositories0Source 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

  1. Optimize Reference Audio:

    • Use high-quality WAV files
    • Record in a quiet environment
    • Keep reference samples between 10-30 seconds
  2. Performance Optimization:

    • Enable silence removal for shorter files
    • Use appropriate speed multipliers (0.8-1.2)
    • Cache frequently used voice profiles
  3. Integration Best Practices:

    • Implement rate limiting

    • Handle audio file cleanup

    • Monitor API health endpoints



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